Adverse selection in the annuity market with sequential and simultaneous insurance demand. Johann K. Brunner and Susanne Pech *) January 2005

Size: px
Start display at page:

Download "Adverse selection in the annuity market with sequential and simultaneous insurance demand. Johann K. Brunner and Susanne Pech *) January 2005"

Transcription

1 Adverse selecton n the annuty market wth sequental and smultaneous nsurance demand Johann K. Brunner and Susanne Pech *) January 005 Revsed Verson of Workng Paper 004, Department of Economcs, Unversty of nz. Abstract Ths paper nvestgates the effect of adverse selecton on the prvate annuty market n a model wth two perods of retrement and two types of ndvduals, who dffer n ther lfe expectancy. In order to ntroduce the exstence of lmted-tme penson nsurance, we consder a model where for each perod of retrement separate contracts can be purchased. Demand for the two perods can be decded ether sequentally or smultaneously. We show that only a stuaton where all rsk types choose sequental contracts can be an equlbrum and that ths outcome s favourable for the long-lvng, but s unfavourable for the short-lvng ndvduals. Keywords: annuty market, adverse selecton, uncertan lfetme, equlbrum. JE codes: D8, D9, G. *) Address: Department of Economcs, Unversty of nz, Altenberger Straße 69, A-4040 nz, Austra. Phone: , -8593, FAX: -98. E-mal: johann.brunner@jku.at, susanne.pech@jku.at.

2 . Introducton Socal securty systems, whch n many ndustralsed countres are organsed accordng to the pay-as-you-go method, are threatened by the ageng of the populaton due to a decrease n fertlty and an ncrease n lfe expectancy. Ths problem s recognsed by academcs as well as by poltcans, and several possble measures to mantan the fnancal stablty of the system are suggested. One of these measures s a reducton of the penson payments, and t seems n fact unavodable that t wll be mplemented to some degree. If ths s the case, then a natural strategy for the ndvduals s to rase prvate provson for retrement, n partcular by an ncreased purchase of lfe annutes. As governments want to prevent old-age poverty, they tend to encourage prvate penson nsurance through tax ncentves. owever, there are concerns that the market for annutes does not offer a sutable supplement to the publc penson system. One obvous argument s that t cannot ncorporate redstrbuton, as the publc system does for several reasons. Another argument concentrates on the phenomenon of adverse selecton, whch s a common problem that affects the effcent workng of nsurance markets. The present paper studes ths problem n the context of specfcally desgned contracts for old-age nsurance. Generally, adverse selecton occurs wth asymmetrc nformaton, that s, when the nsurer has less nformaton than the ndvdual as to the probablty that the nsured event occurs. In case of annutes, ths means that companes have less nformaton on lfe expectancy of an annutant than the ndvdual herself. As a consequence, returns from annutes cannot reflect ndvdual lfe expectancy but only overall lfe expectancy, whch n turn wll nduce hgh-rsk ndvduals (that s, the long-lvng) to buy more annutes than low-rsk ndvduals. Ths s the standard observaton, dscussed n varous contrbutons to the lterature (see, e.g., Pauly 974, Ecksten et al. 985, Abel 986, Mtchell et al. 999, Wallser 000). owever, there s a further consequence of the adverse-selecton problem, namely that the tme structure of the benefts matters. Indvduals wth low lfe expectancy put less weght on penson payouts n later perods than ndvduals wth hgh lfe expectancy. Ths aspect s Tax ncentves are granted n many ndustralsed countres, e. g. n Great Brtan, U.S.A, Canada and Sweden. Moreover, the recent reform of socal securty n Germany ams at cuttng publc pensons and nducng ndvduals, by grantng a tax release, to contrbute four percent of ncome to prvate old-age nsurance. Smlarly, n Austra contrbutons to prvate old-age nsurance are subsdsed by a premum snce 000.

3 neglected n the usual overlappng-generatons model wth one workng perod and one perod of retrement. But n realty the tme of retrement must not be seen as a sngle, homogeneous perod, for whch provson can be made through a once-and-for-all contract only, wth a fxed and constant (n nomnal or real terms) payout. Plannng ndvduals, beng aware of some estmate of ther lfe expectancy, wll attempt to make provson n accordance wth ths estmate, whch means that they want to use more dfferentated nstruments. In practce, they can buy an nsurance contract wth payouts ncreasng or decreasng over tme, or they can buy a lmted-tme contract for the earler phase of retrement and then use another nstrument to provde for the rest of ther lfetme. In order to analyse the consequences on the functonng of the annuty market of the fact that the tme structure of the payouts matters, one has to extend the standard model by assumng that retrement conssts of more perods and that provson can be made separately for each of them. Brunner and Pech (005) ntroduce a model wth one workng perod and two perods of retrement, where two groups of ndvduals wth dfferng lfe expectancy buy an annuty contract whch runs for the whole tme of retrement, but wth payouts possbly varyng over tme. 3 It s shown that n ths framework an equlbrum n the sense of Nash- Cournot may but need not exst. 4 In the present contrbuton we consder a smlar model, but wth dfferent types of contracts. We agan assume that ndvduals lve for one workng perod and for at most two perods of retrement, but now contracts run for one perod only; for the second perod, a new contract has to be bought. By ths formulaton we take account of the fact that n realty term-nsured penson contracts exst, whch provde payouts only for a lmted tme, gven that the ndvdual s alve. For the rest some other form of provson must be made Poterba (997) emphaszes the mportance of the wde range of dfferent annuty products for the growth of the U.S. annuty market. e provdes a typology of ndvdual annutes wth respect to the terms under whch accumulated captal s dspersed durng the lqudaton phase. In partcular, he dstngushes between two broad classes of ndvdual annutes, that are deferred and mmedate annutes, dependng on whether there s a watng perod between the premum payment and the begnnng of the annuty payouts or not. The role of annuty contracts wth escalatng payouts n the U.K. annuty market s studed by Fnkelsten and Poterba (00). Yag and Nshgak (993) also employed a model wth one workng perod and two perods of retrement n order to dscuss optmal nsurance demand of a representatve ndvdual. They showed that constant annuty payouts over tme are neffcent, gven that the ndvdual rate of tme preference dffers from the nterest rate. owever, they dd not consder the adverse-secton problem and ts mpact on the exstence of equlbra. Wth these lfe annutes, frms can separate ndvduals accordng to ther lfe expectancy by a varaton of the payouts over tme. In fact, only a separatng equlbrum (compare Rothschld and Stgltz 976) can occur. Townley and Boadway (987) studed the functonng of the annuty market when ndvduals save out of ther payouts from the lmted-tme penson contract. In contrast, we consder the case that they can buy a second annuty to provde for the remanng tme.

4 The mportant ssue whch we address s that ndvduals can choose between two strateges to provde for the second perod of retrement: smultaneously, that s, ndvduals buy an addtonal contract already n the workng perod, or sequentally, that s, only those ndvduals who have survved to the frst perod of retrement, purchase an addtonal contract on the spot market. We show that n our model ndvduals n general chose only one of these alternatves, dependng on the prces. owever, n a frst-best equlbrum, prces that then correspond to the ndvdual lfe expectances assume such values whch make ndvduals ndfferent between the two alternatves, because each provdes the same consumpton path over lfetme. Ths s no longer true f asymmetrc nformaton, where prces are dstorted by adverse selecton, s ntroduced n our model. Then, under the assumpton of prce competton between annuty companes, the prce for any contract s the same for both rsk-groups, and only a stuaton where both groups buy the same type of second-perod contract s feasble. Further, t turns out that the type of contract chosen to provde for the second perod of retrement also affects the prce of the frst-perod contract. In partcular, we fnd that the two strateges have dfferng consequences for the welfare of the ndvduals, because they allow dfferent consumpton paths over the tme of retrement: long-lvng ndvduals, who put more weght on consumpton n the second perod, prefer the regme when all ndvduals make sequental provson, whle short-lvng ndvduals prefer the regme wth smultaneous provson. Assumng that nsurance companes can credbly commt n the workng perod to offer contracts at a pre-specfed prce, we fnd that only the former regme, favourable to the long-lvng ndvduals, represents a Nash-Cournot equlbrum. Ths result s puzzlng because emprcal evdence shows that n fact term-lmted contracts represent a small share of annuty contracts (see, e.g., Mtchell et al., 999). We dscuss possble explanatons for ths puzzle n the concludng remarks. In the followng Secton we ntroduce the basc model and show that ether smultaneous or sequental annuty contracts are chosen. We characterse demand n both cases. In Secton 3 we analyse the consequences of adverse selecton for annuty prces and for the exstence of an equlbrum. Moreover, we study consumpton and welfare of the ndvduals. Secton 4 provdes a dscusson of the results. 3

5 . Sequental and smultaneous demand for annutes Consder an economy wth ndvduals who lve for a maxmum of three perods t = 0,,. In the workng perod t = 0, each ndvdual earns a fxed labour ncome w 0. At the end of perod 0 she retres and lves for at most two further perods. Survval to the retrement perod t = occurs wth probablty π, 0 < π <. In the same way, gven that an ndvdual s alve n perod, survval to perod occurs wth probablty π, 0 < π <. Provson for old age can be made through three types of annuty contracts, whch are offered by nsurance companes: - A denotes the quantty of a contract, whch s bought at a prce Q n workng perod 0 and offers an mmedate payout A n retrement perod. - A denotes the quantty of a contract, whch s bought at a prce Q n retrement perod and offers an mmedate payout A n retrement perod. - D denotes the quantty of a contract, whch s bought at a prce R n workng perod 0 and offers a deferred payout D n retrement perod. That s, each type of contract offers payouts for one perod of retrement, but they dffer n the date of purchase and the watng perod for the payout to begn: provson for retrement perod s made through A, whle provson for retrement perod can be made through A (bought by those only, who survve to retrement perod ) and/or through D (bought already n the workng perod). Q, Q and R are the correspondng prces (premums, resp.) per unt of annuty payout; the recprocal of each prce represents the rate of return on each contract type. We assume that the ndvduals have no bequest motve, whch means that savng s not an attractve strategy for them to provde for old-age. Ths follows from the fact that the rate of return of annutes s hgher than the nterest rate, as annutes allow to avod (and redstrbute) unntended bequests (see Yaar 965). Further, n order to concentrate on the desgn of the annuty contracts and to smplfy the analyss, the assumpton s made that no publc penson system exsts. The budget equaton of an ndvdual for the workng perod 0 s 0 0 c = w Q A R D. (.) 4

6 Moreover, gven that ndvdual s alve n the retrement perod, she can spend an amount QA from her ncome A n order to make addtonal provson for consumpton n the retrement perod, and consumes an amount c. Ths gves us the budget equatons for the two retrement perods t =,: =, (.) c A Q A c = A + D. (.3) Preferences over lfetme consumpton of an ndvdual are tme-separable and are represented by expected utlty wth a per-perod utlty functon u dependng on consumpton. An ndvdual s confronted wth the followng two-stage decson problem: n the workng perod 0, she decdes on the quanttes A and D of annutes, thus on her consumpton level n perod 0 and on her ncome w t n each of the two retrement perods t =,. For ths decson she takes nto account her optmal annuty demand A and her optmal consumpton levels n perods and, about whch she wll decde n perod, gven that then she s alve. Formally, ths two-stage problem can be wrtten as: t = 0: o max u(c ) +πϕ (A,Q,D ), (.4) s. t. (.), π t = : max u(c ) + u(c ), (.5) s. t. (.) and (.3), where c,c,a ϕ (A,Q,D ) max {u(c ) +π u(c ) c = A Q A, c = D + A }. Concernng the A -contract, we n fact assume that the ndvduals are nformed about ts prce Q already n the workng perod 0, n other words, that the nsurance companes can credbly commt to offer those contracts at a prce Q one perod later. Otherwse ϕ would not t > be well-defned. 6 Further, we assume u (c ) 0, u (c ) 0 and lm u (c) =. Notce that the 0 specfcaton of the decson problem means that the ndvduals do not dscount future consumpton for any reason other than rsk averson. 7 t < c 6 7 We leave t to the concludng secton to dscuss the consequences of relaxng ths assumpton, e.g. that the ndvduals are uncertan n the workng perod about the future prce level Q, due to mssng nstruments of credble commtment by the frms. To smplfy notaton, we do not nclude a tme preference parameter explctly n the utlty functon. To do so, would mean that a per-perod dscount factor enters (.4) and (.5) just n the same way as the survval probabltes. Nothng would change wth the results. 5

7 By nsertng (.) nto (.4) and dfferentatng wth respect to (.) and (.3) nto (.5) and dfferentatng wth respect to condtons of ths maxmzaton problem: A and D as well as nsertng A, we obtan the Kuhn-Tucker ϕ 0 A ϕ 0 D (A,Q,D ) Qu'(w QA R D ) +π = 0, (.6) D > 0 and D = 0 and (A,Q,D ) Ru'(w QA RD) +π = 0or ϕ 0 D (.7a) (A,Q,D ) Ru'(w QA RD) +π 0, (.7b) A > 0 and A = 0 and Qu'(A QA ) +π u'(d + A ) = 0or (.8a) Qu'(A QA ) +π u'(d + A ) 0, (.8b) where by applcaton of the Envelope Theorem A ϕ (A,Q,D ) = u'(c ), (.9) D ϕ (A,Q,D ) =π u'(c ). (.0) Obvously, an ndvdual always has a postve annuty demand A for the frst-perod contract, snce ths s the only possblty to provde for frst-perod consumpton. But she can decde ether to buy the mmedate annuty contract (.e. A > 0, D = 0 ) or the deferred contract (.e. A = 0, D > 0 ) or both knd of contracts (.e. A > 0, D > 0 ) n order to make provson for consumpton n the second retrement perod. The followng emma shows that the latter case s n general excluded. emma : In general, t s not optmal for an ndvdual to choose both D > 0 and A > 0. The nequalty Q Q > R (Q Q < R ) mples D > 0 and A = 0 ( A > 0 and D = 0, resp.). Proof: See the Appendx. In order to receve one unt of payout n the second retrement perod, the ndvdual has to nvest Q unts nto the A -contract n the frst retrement perod and hence Q Q unts of 6

8 ncome nto the A -contract n the workng perod. On the other hand, R unts of ncome nvested (n the workng perod) nto the D -contract transforms nto one unt of payout n the second retrement perod. Therefore, the decsve relaton s Q Q < > R, whether provson for the second perod of retrement s made through an A - or a D -contract. Only n case of Q Q = R, the ndvduals would be ndfferent between both types of contracts. For the remander of ths secton we rule out ths specfc parameter constellaton, but we dstngush between the two dfferent stuatons whether an ndvdual expresses annuty demand sequentally or smultaneously. In the frst case of sequental annuty demand, the purchase of A t, t =,, arses from a two-stage decson process, whose optmal soluton s charactersed by (.6) and (.8a). In the second case of smultaneous annuty demand, the purchased amounts A, D are determned by the frst-order condtons (.6) and (.7a). The followng two emmas characterse how prces and the survval probabltes nfluence annuty demand n both cases. emma : () In case of sequental annuty demand,.e. A > 0, A > 0, D = 0, we have A(Q,Q ) < 0, Q A (Q,Q ) < 0, Q A (Q,Q ) Q < _ > 0, f ε < > _, A (Q,Q ) < 0, Q where ε denotes the prce elastcty of annuty demand A for constant () In case of smultaneous annuty demand,.e. A > 0, A = 0, D > 0 A., we have: A(Q,R ) < 0, Q D(Q,R) Q < _ > 0 f η >_ <, A (Q,R ) R < _ > 0 f η >_ D(Q,R) <, < 0, R where η denotes the prce elastcty of annuty demand prce elastcty of annuty demand D for constant A. A for constant D and η the Proof: See Appendx. 7

9 We fnd the usual result that demand for an annuty contract decreases, f ts prce rses. owever, demand may but need not react n the same way, f the prce of the other contract rses. The reasonng for the cross-prce effects n case of sequental demand s the followng: An ncrease n Q reduces demand for the A -contract and hence ncome w = A n retrement perod, out of whch the A -contract has to be fnanced. The ndvdual adapts to the decrease n w (whch would mean a reducton of c n case of unchanged A ) by decreasng demand for the A -contract (and thus consumpton c as well). The cross-prce effect Q A follows from related arguments: In ths case, t s essental how a change n Q affects consumpton c holdng obvously, the expendtures A for the moment. Note that, although QA for the A -contract and hence c for fxed A Q < 0, A may de- or ncrease, dependng on the prce elastcty ε of demand A for fxed w = A. If Q ncreases and ε s larger than -, then QA ncreases, whch means a reducton of c. Then t s optmal for the ndvdual to shft part of the reducton to the workng perod 0 by decreasng c 0 and ncreasng demand for the A -contract. By the same argument, t s optmal for an ndvdual to leave demand for the A -contract unchanged, f ε =, and to decrease demand A, f ε < A. Analogous consderatons apply for the cross-prce effects n the case of smultaneous demand: The relevant ssue s how an ncrease of the prce Q and R, resp., drectly affects expendtures QA and RD, resp. (wth demand for the other contract held constant). If t expendtures ncrease ( η > ), then part of the mpled reducton of consumpton c 0 n the workng perod s shfted to the respectve other perod through a reducton of the correspondng annuty demand; and analogous for elastctes η t. emma 3: () In case of sequental annuty demand,.e. A > 0, A > 0, D = 0, we have π A(Q,Q ) > 0, π A(Q,Q ) > 0, A (Q,Q ) > 0, π A (Q,Q ) > 0. π () In case of smultaneous annuty demand,.e. A > 0, A = 0, D > 0, we have π A(Q,R ) > 0, D(Q,R) > 0, π 8

10 π A(Q,R ) < 0, D(Q,R) > 0. π Proof: See Appendx. We fnd that generally annuty demand reacts postvely, f any probablty of survval ncreases. owever, there s an essental dfference between the two cases, whch concerns the cross effect of π on the frst-perod contract. Wth sequental decsons, an ncrease of the probablty of survval to the second perod of retrement ncreases demand A, because ths allows to buy more nsurance for perod. On the other hand, wth smultaneous decsons an ncrease of π means that nsurance for the frst perod of retrement s substtuted by nsurance for the second perod of retrement. Note further that an ncrease n π clearly ncreases the probablty π π of survval to the second perod as well, hence demand for the second-perod contracts rses n both cases. 3. Adverse selecton n the annuty market avng descrbed the two possble strateges to provde for old age, namely through sequental and smultaneous annuty demand, we now study the mplcatons of asymmetrc nformaton on the functonng of the annuty market. et from now the otherwse dentcal ndvduals be dvded nto two groups =,, charactersed by dfferent rsks of a long lfe,.e. by dfferent probabltes of survval t t π > π for t =,. et γ 0 and γ 0, resp., denote the shares of the hgh-rsk and low-rsk ndvduals n perod 0, wth 0 < γ 0 <. Frst, as a pont of reference we consder the case that there s perfect nformaton about the survval probabltes. Then, obvously, perfect competton among the nsurance frms, ensures that each type of ndvduals receve ther ndvdually far contracts. An annuty s sad to be ndvdually far, f expected payouts equal ts prce. Ths requres for the A -, A - and D -contracts that the respectve condtons t t Q π = 0, t =,, (3.) R ππ = 0. (3.) 9

11 hold. Clearly, ths mples that the annuty companes make zero expected profts, gven that dentcal ndvduals buy these contracts. emma 4: Gven ndvdually far contracts, any ndvdual s ndfferent between choosng an A - or D -contract for the second perod of retrement. She chooses the same level of consumpton n every perod t = 0,,. Proof: The zero-proft condtons (3.), (3.) mply Q Q = R, whch s the condton for ndfference, as mentoned after emma. Consderng (.6) (.0), one observes that the 0 = zero-proft condtons also mply u'(c ) = u'(c ) u'(c ), rrespectve of the chosen contracts. Q.E.D. In a frst-best world, where every ndvdual can buy an annuty contract whose prce s precsely adjusted to her lfe expectancy, t does not matter, whch type of contract s chosen for provson for the second perod of retrement. Each offers an optmal smoothng of consumpton. owever, n realty, lack of nformaton prevents the supply of frst-best contracts. We ntroduce asymmetrc nformaton nto the model n the usual way: The probabltes and γ 0 are publc nformaton, known by the annuty companes. But t s the prvate nformaton for each ndvdual to know her type,.e. her probablty of survval. As a consequence, there s an adverse-selecton problem n the annuty market. Moreover, we assume that there s perfect competton among the annuty companes and that they cannot montor whether consumers buy annutes from other nsurance companes, whch seems to be a reasonable assumpton frequently made for the annuty market (see e.g. Pauly 974, Abel 986, Brugavn 993, Wallser 000, Brunner and Pech 005). 8 π t Ths assumpton means that frms fx the prce of a contract and ndvduals can buy as many annutes of each contract as they want. It follows that n equlbrum for each contract only one prce, pad by both types of ndvduals, can exst n each perod t =,. As a consequence, the frst-best 8 Prce and quantty competton, where frms offer a number of dfferent contracts whch specfy both a prce and a quantty, needs as a prerequste that ndvduals can buy at most one contract. Ths s regarded to be approprate for some nsurance markets, e.g. nsurance aganst accdents, but not for the annuty market. owever, prce and quantty competton generates the possblty of a separatng equlbrum (see Rothschld and Stgltz, 976; Wlson, 977). 0

12 soluton s unsustanable, because the ndvdually far prces of the A -, A - and D -contract as defned by (3.) and (3.) are lower for type- ndvduals than for type- ndvduals. 9 Both types of ndvduals buy the same contract, whch s called a poolng stuaton. Moreover, the same argument mples that only a stuaton, where both groups use the same type of contract n order to provde for the second perod of retrement, can preval. That s, ether both groups use the A -contract for the second perod of retrement or both groups use the D -contract. Ths follows from the fact that only one prce Q for the frst-perod contract A can exst, and that each group chooses ether the A - or the D -contract, dependng on whether Q Q < > R (see emma ). Thus we dstngush between two dfferent regmes, where all ndvduals demand ether sequental or smultaneous poolng contracts: sequental regme: A > 0, A > 0, D = 0 for =,, smultaneous regme: A > 0, A = 0, D > 0 for =,. As a next step we dscuss, to whch extent the adverse-selecton problem matters n the two regmes, that s, whether ndvduals wth a long lfe expectancy buy a larger amount of the dfferent types of contracts. emma 5: () In the sequental regme, for any prces Q,Q, an ndvdual wth hgh survval probabltes demands larger quanttes of annutes than an ndvduals wth low survval probabltes,. e. t t A (Q,Q ) > A (Q,Q ), t =,. () In the smultaneous regme, for any prces Q,R, an ndvdual wth hgh survval probabltes demands a larger quantty D than an ndvdual wth low survval probabltes,.e. D (Q,R ) > D (Q,R ). The rato of demand for the A -contract s undetermned. Proof: Follows mmedately from emma 3 and t t π < π, t =,. Q.E.D. 9 That both types of ndvduals buy the same contract could be called a poolng stuaton. owever, n a strct sense, ths term refers to a framework where n prncple the groups could be separated through approprate nstruments, e.g. through prce and quantty competton.

13 If the problem of adverse selecton s defned by the crteron that the rato of aggregate group- demand to aggregate group- demand exceeds the rato of group shares γ 0 /( γ 0 ), we fnd that ths problem certanly occurs for both contracts n the sequental regme; n the smultaneous regme t occurs for the second-perod contract, whle for the frst-perod contract t s mtgated by the fact that an ncrease of π decreases demand for the A -contract. 3. Prces n both regmes The consequence of the over-representaton of hgh-rsk ndvduals among aggregate annuty demand s that n equlbrum nsurance companes charge a prce whch s hgher than the actuarally far prce correspondng to the average probablty of survval of the populaton. The respectve prces are determned by the condton that, due to the assumpton of perfect competton n the annuty market, the expected profts of a contract, bought by both groups and, must be equal to zero. As π t s the expected payout for group, the zero-proft condton for the A -contract n ether regme reads 0 0 ( γ )A (Q π ) +γ A (Q π ) = 0. (3.3) Snce type- ndvduals have a hgher probablty to survve to retrement perod,.e. π > π, ther share n perod wll rse to γ0π 0 ( 0) γ γ π + γ π, (3.4) whle the share of type- ndvduals reduces to ( γ ). Thus relatvely more type- ndvduals wll buy an A -contract for the retrement perod, and ts zero-proft condton reads ( γ )A (Q π ) +γ A (Q π ) = 0. (3.5) In the smultaneous regme, where the A -contract s supplemented by the D -contract, the expected payout from the latter s ππ, and the zero-proft condton reads 0 0 ( γ )D (R π π ) +γ D (R π π ) = 0. (3.6)

14 Note that the prces cannot be computed explctly from (3.3), (3.5) and (3.6), because n each equaton annuty demand depends on the respectve prces. Nevertheless, f one takes the rato of aggregate demand of group to that of group as exogenous for the moment, one observes that the respectve prce s hgher, the larger ths rato. For a more detaled study of the functonng of the annuty market, when there s asymmetrc nformaton and annuty companes can offer both knds of second-perod contracts, namely mmedate as well as deferred annutes, we assume from now on that nstantaneous utlty s logarthmc,.e. u(c t ) = ln(c ) for t = 0,,. (3.7) t ogarthmc utlty has the convenent property that most cross-prce effects are zero (as t ε, η =, see emma ). Ths property keeps explct computaton of the zero-proft prces n ether regme smple. 0 In the followng, a tlde refers to the sequental regme, whle a bar refers to the smultaneous regme. Sequental regme: The condtons (.6) and (.8a) together wth (.9) determne annuty demand A ~ and A ~ for each sngle-perod mmedate contract. For logarthmc utlty one computes +π = Q ( )X A, πx = QQ A. (3.8) where 0 X π w ( +π +ππ ). Solvng (3.3) and (3.5), together wth (3.8), gves Q π +π ρ +ρ, Q π +π ρ +ρ, (3.9) where ρ t, t =,, denotes the the rato of annuty demand of both groups: γ0a ( γ0)a ρ, ρ γa ( γ)a, (3.0) 0 In the concludng secton we wll dscuss the consequences for our results of assumng a general utlty functon. 3

15 Smultaneous regme: By use of (A0), (A0) n the Appendx and (3.7) we obtan annuty demand A for the frst-perod contract and annuty demand D for the second-perod contract as A X =, Q D πx R =. (3.) Solvng (3.3) and (3.6), together wth (3.) yelds Q π +π ρ +ρ, R π π +π π ρ +ρ, (3.) where ρ t, t =,, s defned by γ0a ( γ0)a ρ, γ0d ( γ0)d ρ. (3.3) Wth these formulas, we are able to compare the composton of aggregate demand and the prces n the two regmes. emma 6: The followng relatons hold () between the ratos of aggregate annuty demand of group to that of group for the dfferent types of contracts: ~ ρ > ρ, ~ ρ > ρ, ~ ρ < ρ. () between the prces for the dfferent types of contracts: Q > Q, Q > R, QQ < R. Proof: See Appendx. The nequaltes ~ ρ > ρ and Q > Q ndcate that the adverse-selecton problem for the frst-perod contract s more severe n the sequental regme than n the smultaneous regme (compare the dscusson after emma 5). The ntutve reason for ths result s the followng: n the smultaneous regme, annuty demand A for the frst-perod contract satsfes only the need for future consumpton n perod. In contrast, n the sequental regme, annuty demand A ~ for the frst-perod contract has to satsfy the need for future consumpton n both retrement perods and, snce part of the payouts A ~ s used for the demand A ~. ghrsk ndvduals choose a hgher demand A ~ than low rsk-ndvduals (see emma 5), whch n turn ntensfes adverse selecton for the frst-perod contract. 4

16 The essental reason, why ~ ρ > ρ and Q > R hold, s that from perod 0 (when the D - contract s bought) to perod (when the A -contract s bought) the share of the hgh-rsk < π ndvduals n the populaton rses,.e. γ 0 < γ, because of π. As the rato of ndvdual demand s the same for both contracts n case of logarthmc utlty [ A ~ A ~ = D D, see (3.8) and (3.)], these shares ndeed are responsble for the hgher prce of the A -contract compared to that of the D -contract. A further mportant result of emma 6 s the nequalty QQ < R. Remember that QQ s the prce n the sequental regme whch must be pad n the workng perod n order to receve one unt of payout n the second retrement perod. It s smaller than R, the correspondng prce n the smultaneous regme. Ths can be explaned by the fact that n the former regme provson for perod s made va the frst-perod contract A, whch s bought by the low-rsk ndvduals to a larger extent than the D -contract (note that ~ ρ < ρ ). In other words, n the sequental regme the hgh-rsk ndvduals, when nsurng for the second perod, beneft from beng for the frst perod n a pool wth the low-rsk ndvduals, who put partcular weght on nsurance for ths perod, due to ther short lfe expectancy. In a sense, ths result represents the counterpart to the above argument explanng why Q > Q. 3. Equlbrum Now we turn to an analyss of whether ether or both of the two regmes consttute an equlbrum. We call a set of contracts an equlbrum n the sense of Nash-Cournot, f together wth annuty demand of both groups =, the respectve zero-proft condton for each contract s fulflled and f no other contract exsts, whch s preferred by at least one group {,} and whch allows a nonnegatve proft. Proposton : The sequental contracts wth prces Q, Q represent an equlbrum. Proof: If the A -contract were offered at a prce Q < Q, both groups would buy that and the nsurance company would make a loss. (Note that ρ s ndependent of Q (see (3.0)), hence Q s the unque payout whch fulfls the zero-proft condton (3.5)). By the same argument, an nsurance company offerng an A -contract wth prce Q < Q would make a loss. 5

17 Fnally, f an alternatve D -contract wth a prce R < QQ was offered, agan both groups would buy that (see emma ) and the nsurance company would make a loss. Ths follows from the fact that R does not depend on Q (see (3.)) and the zero-proft condtons mply R > QQ (see emma 6 ()). Q.E.D. Proposton : The smultaneous contracts wth prces Q, R do not consttute an equlbrum. Proof: Gven the smultaneous contracts, an nsurance company can addtonally offer a sequental A -contract wth prce Q. Indeed, as ρ and consequently Q do not depend on Q [see (3.9) and (3.0)], frms make a nonnegatve proft by ths offer. We know that Q < Q and QQ < R from emma 6. ence QQ < R, whch means that any ndvdual wll accept the offer (see emma ). Q.E.D. Remember that t s n the workng perod 0 when an ndvdual opts ether for the D - or the A -contract. ence, the assumpton made n Secton. that n perod 0 nsurance companes can credbly commt to offer the sequental contract wth prce Q one perod later, s essental for these results. Ths ssue wll be dscussed further n the concludng secton 4. Intutvely there are two reasons why the sequental regme wth prces Q, Q consttutes an equlbrum: ) From the above results we know that the sequental regme allows provson for the second retrement perod at a lower prce. Thus, t s plausble that no better D -contract can be offered wthout makng a loss. ) No lower prce than Q can be granted for the A - contract, n vew of the fact that ndvduals use part of the returns from ths A -contract to provde for the second perod va the A -contract. Conversely, the smultaneous regme wth prces Q, R s not an equlbrum, because frms can addtonally offer an A -contract at a prce Q, whch combned wth the exstng A - contract wth prce Q allows provson for both retrement perods at a lower prce. (Obvously however, the exstng A -contract wth return Q would make a loss n ths case, because Q s the lowest prce compatble wth sequental contracts.) 6

18 3.3 Welfare analyss In a fnal step of our analyss, we study welfare of both types of ndvduals =, n the two regmes, n order to fnd out whether the equlbrum outcome - the sequental contracts - s a favourable soluton for one or both rsk groups. We start the analyss by comparng optmal consumpton levels n each regme. emma 7: () In workng perod 0, the consumpton level c 0 of any ndvdual,, s the same rrespectve whether she chooses sequental or smultaneous annuty contracts. () In retrement perod, consumpton of any ndvdual =,, s lower n the sequental regme than n the smultaneous regme,.e. c(q,q ) < c(q,r ) for =,. () In retrement perod, consumpton of any ndvdual =,, s hgher n the sequental regme than n the smultaneous regme,.e. c (Q,Q ) > c (Q,R ) for =,. Proof: See Appendx. Note that part () of emma 7 holds for any contracts wth prces Q,Q and Q,R, snce for logarthmc utlty the expendtures for annutes n workng perod do not depend on prces,.e QA = same amount QA + w RD for any Q, Q, R. ence t s optmal for an ndvdual to nvest the 0 c0 nto old-age provson n ether regme. owever, the prces nfluence the level of consumpton n both retrement perods. Partcularly, we fnd that the relatons Q > Q, QQ < R, as shown n emma 6 (), are n fact decsve for the dstrbuton of consumpton over the two perods of retrement n the two regmes. Wth the sequental regme, more consumpton s postponed to the second perod of retrement, whle the smultaneous regme nduces ndvduals to consume relatvely more n the frst perod of retrement. Altogether, t follows that t s unclear from the results of emma 7, n whch regme an ndvdual of type s better off. In order to answer ths queston, we frst determne the consumpton possblty curves for perod and. The consumpton possblty curves, abbrevated by CPC SI for the smultaneous regme, are obtaned by elmnatng and combnng budget equatons (.) (.3), where CPC SE for the sequental regme and by D = 0 and A, A and A, D, resp., A = 0, resp.: CPC : w c = Q c + Q c. (3.4) SE 0 0 7

19 { { CPC SI : 0 0 w c = Q c + R c (3.5) We use the convenent property that n ether regme an ndvdual consumes the same amount 0 c c n the workng perod to draw the consumpton possbltes curves n the ( c, )- SE 0 0 space (see Fgure and ). CPC descrbes the feasble consumpton bundles ( c, c ) for an ndvdual who nvests the fxed amount w0 c0 = QA nto the frst-perod contract. She can consume all payouts c = (w c ) Q n perod or transform part of t nto secondperod consumpton, by buyng the sequental second-perod contract at prce Q. If she transforms everythng, then c = (w c ) (Q Q ) results. On the hand, the 0 0 CPC SI represents all feasble consumpton bundles for an ndvdual who nvests the same amount w 0 c0 (n the workng perod 0!) nto the A - and D -contract. ence, n ths regme, the trade-off between consumpton n perod and n perod s Q R, whch s prce rato for one unt payout n the second and n the frst retrement perod. In ether regme, an ndvdual c π chooses ( c, ) by maxmzng u(c ) + u(c ) subject to respectve consumpton possblty set. c w 0 - c0 ~ ~ Q Q CPC SE Fgure Fgure c ( c~, c~ ) w _ - c R 0 0 CPC SI ~ A { ~ ~ Q A - ~ Q w 0 - c0 ~ Q c _ D { _ A ( - - c, c ) - Q R w - c _ Q 0 0 c A comparson of the consumpton possblty curves n both regmes demonstrates that CPC SI s flatter than CPC SE, because QQ < R due to emma 6. Ths nequalty s responsble for the fact that relatve consumpton c c s lower n the smultaneous regme than n the sequental regme, as shown n emma 7. Further, the curve CPC SI crosses the c-axs at a hgher level than the curve CPC SE, snce Q < Q. The opposte holds for ts 8

20 crossng wth the c -axs, snce QQ < R. It follows that the CPC's ntersect and that the sequental regme allows hgher consumpton to the left of the pont of ntersecton, but lower consumpton to the rght. Ths property s essental for followng result on welfare: Proposton 3: An ndvdual of type s better off n the smultaneous regme wth prces Q, R, whle an ndvdual of type s better off n the sequental regme wth prces Q,Q. Proof: See Appendx. We gve a graphcal llustraton of Proposton 3 n Fgure 3, where the consumpton possblty curves (3.4) and (3.5) of both types of ndvduals =, are drawn, denoted by CPC SE and CPC SI for a low-rsk type and by CPC SE and CPC SI for a hgh-rsk type. Note that due to adverse selecton the long-lvng ndvduals make more provson for retrement, therefore ther consumpton possblty curves are above those of the short-lvng. c CPC SE Fgure 3 CPC SI CPC CPC SI c Essental for the result of Proposton 3 s that at any combnaton ( c, c ) the slope c /( π c ) of the ndfference curve s steeper for a type- ndvdual than for a type- ndvdual, as π < π. As one can show, ths property mples that, rrespectve of the regme, the optmal combnaton for a type- ndvdual s to the rght of the pont of ntersecton of her consumpton possblty curves CPC SE and CPC SI, whle the optmal 9

21 consumpton bundle for a type- ndvdual les to the left of the ntersecton of CPC SE and CPC SI. Consequently, snce the smultaneous regme allows hgher consumpton possbltes to the rght of the pont of ntersecton, t s preferred by a type- ndvdual. The opposte holds for a type- ndvdual. Ths result conforms wth the ntuton that the short-lvng ndvduals, who put more weght on consumpton n perod one, are ndeed better off wth that regme whch provdes more consumpton n ths perod (emma 7). Conversely, the long-lvng ndvduals are better off wth the sequental regme, whch provdes more consumpton n perod two. 4. Concludng Remarks Provson for old age can be made through a varety of annuty products, whch dffer n the terms concernng asset accumulaton and the payout path. In the present paper we have concentrated on annutes whch run over a lmted tme only and have to be supplemented by a second contract. Ths addtonal contract can ether be bought smultaneously wth the frst or later, when an ndvdual knows that she has survved some years of retrement. We have charactersed demand, gven these two possbltes, and we have studed the consequences of the adverse-selecton phenomenon n ths market. The results show that only a stuaton, where all ndvduals demand sequental contracts represents an equlbrum. Ths s favourable for the hgh-rsk group, whle the low-rsk group would be better off wth the smultaneous regme. Ths result, though derved n a specfc framework, shows some smlarty to conclusons from other models wth asymmetrc nformaton, where typcally the low-rsk groups do not receve ther frst-best contract. The man concluson from our contrbuton s that adverse selecton has more severe consequences on the annuty market than recognsed n studes usng the standard overlappng-generatons model. These manly concentrate on the nfluence of adverse selecton on a sngle rate of return for a unform perod of retrement. By extendng ths model and makng the realstc assumpton that provson for retrement need not be made through a once-and-for-all annuty contract, but can be made through dfferent contracts for earler and later phases of retrement, one fnds that adverse selecton also affects the choce of contracts as well as the exstence and propertes of equlbra. 0

22 Two mportant assumptons were used n ths study n order to derve the results: logarthmc utlty and the possblty of credble commtment. The former one s essentally a techncal assumpton, allowng us to construct a framework, whch s suffcently smple to derve the defnte results n Secton 3. Consderng the ntuton provded below emma 6, t appears qute lkely that the relatons stated n ths emma hold for a broader class of utlty functons. Ultmately, the mportant relaton that drves the fnal result s QQ < R, that s, for perodtwo contracts the problem of adverse selecton s releved n the sequental regme, compared to the smultaneous regme. The reason s that n the sequental regme nsurance goes va perod where the hgh-rsk ndvduals are n a common pool wth the low-rsk ndvduals, who put more weght on the frst perod of retrement than on the second. Indeed, numercal smulatons usng an soleastc per-perod utlty functon have shown that the relaton QQ < R holds generally for any soleastc per-perod utlty functon. On the other hand, the assumpton that nsurance companes can credbly commt to offer an nsurance contract at a fxed prce one perod later s essental to establsh the sequental regme as an equlbrum. Wthout commtment, one would have to ntroduce some way of how belefs concernng the expected prce of a future contract are formulated. At fst glance, n such a formulaton the occurrence of uncertanty would make future contracts less attractve, and, as a consequence, the sequental regme less lkely to represent an equlbrum. It s well-known that the observed data from the prvate annuty market reveal puzzlng peculartes. The most frequently mentoned s that people buy consderably less annuty contracts than one would expect, gven ther hgher return compared to that on other forms of wealth (see, e.g., Fredman and Warshawsky, 990). Another one s the wde-spread use of so-called "years certan" contracts, whch s also dffcult to explan wthn a standard model of household decson. Gven the result of our analyss that usng tme-lmted contracts n the sequental regme represents an equlbrum, the observed fact, mentoned n the ntroducton, that tme-lmted contracts make up only a small share of all actually purchased annutes adds another puzzle: n fact the majorty of ndvduals buy lfe annutes for the whole perod of retrement altogether, whch can be nterpreted as the smultaneous regme n our model. A possble explanaton could be seen n the lack of commtment as dscussed These contracts offer guaranteed for a fxed number perods (possbly to descendants), and then regular payouts untl death. Obvously, ther prce s hgher than that of annutes wthout a guaranteed payout phase.

23 above. A further crucal ssue of our analyss s the range of annuty contracts or ther combnatons avalable to the ndvduals. Further research s needed n order to clarfy the functonng of the market, f addtonal types of contracts, for nstance packages of frst- and second-perod nsurance, are ntroduced. Appendx Proof of emma : By use of the equatons n (.8a), (.9) and (.0), equaton (.6) can be wrtten as 0 QQ u(w QA R D ) +π ϕ(a,q,d ) D = 0, where the frst term on the S n general wll not be equal to the term 0 Ru(w QA RD) of the equaton n (.7a). As we know that (.6) must always be fulflled, ths means that the equatons n (.7a) and (.8a) cannot hold smultaneously. By the same reasonng, one observes that f (.8a) holds, (.7b) can be fulflled only f R Q Q, and analogously for (.7a) and (.8b). Q.E.D. Proof of emma : Part (): We denote by where We fnd that W the S of (.6) and by D = 0. Implct dfferentaton gves V the S of the equaton n (.8a), A A W W W W Q Q A A Q Q =. (A) A A V V V V Q Q A Q A Q V A V A ϕ = 0 +π = 0 +π = Q u"(c ) > 0, (A) = Qu"(c) +π u"(c ) < 0, (A3) W (A,Q ) A (A,Q ) Qu"(c ) Qu"(c ) ( Q ). (A4) A w A due to (.9), where A A (A,Q ) denotes annuty demand A for fxed A A (.8a). ence, A (A,Q ) s derved from mplct dfferentaton of (.8a) as =, determned by

24 = A Qu"(c). (A5) A V A By use of (A3) - (A5) we obtan Further, we have: 0 W u"(c )u"(a ) = Qu"(c ) +π π < 0. (A6) A V A W A V Q V Q W Q W Q = 0, (A7) = 0, (A8) 0 0 ϕ =π = π + A Q Q due to (.9). By use of A (A,Q ) for fxed we obtan = u(c ) + Q A u (c ) < 0, (A9) = u(c ) + Q Au(c ) < 0, (A0) (A,Q ) A (A,Q ) u(c )(A Q ), (A) ε A (A,Q ) Q (A,Q ) Q A, denotng the prce elastcty of demand w, together wth (dfferentate (.8a) mplctly and use (A) and (A3)) Q V A A (A,Q ) V Q = < 0, (A) W Q ( ) = π A u(c ) +ε (A,Q ) >_ < 0 ε (A,Q ) >_ <, ε (A,Q ) < 0. (A3) Now let W V W V N > 0. (A4) A A A A < 0 < 0 = 0 Invertng the frst matrx on the RS of (A) and multplyng gves (note the nequaltes from above): A(Q,Q ) V W W V = ( ) < 0, (A5) Q N A Q Q A < 0 < 0 = 0 3

25 A (Q,Q ) V W W V = ( + ) < 0, (A6) Q N A Q Q A > 0 < 0 = 0 A(Q,Q ) V W W V = ( ) Q N A Q Q A < > _ 0 ε (A,Q ) >_ <, (A7) < 0 = 0 A (Q,Q ) V W W V = ( + ), (A8) Q N A Q Q A > 0 < 0 whch can rearranged to [use (A), (A6), (A9), (A) and (A)] < 0 = + Q N Q A A A (Q,Q ) W W W [Q u (c )( A ) u (c )] πqu(c)u(c) 0 W = [Qu(c)( + QAu(c )) u(c)] < 0. N V A A (A9) Part (): et now denote W and V the S's of (.6) and (.7a), resp. Wth A = 0 these equatons reduce to (see (.9), (.0)) 0 Qu'(w QA R D ) +π u'(a ) = 0, (A0) 0 Ru'(w QA RD) +π π u'(d) = 0. (A) The formula for mplct dfferentaton of these equatons s the same as (A), when replaced by D and Q by R. A s We fnd that W = Qu"(c 0 ) +π u"(c) < 0, A V A W Q V Q 0 = QR u"(c ) < 0, 0 0 = u(c ) + Q A u"(c ) < 0, 0 = RAu"(c) < 0, W = QR u"(c 0 ) < 0, (A) D V D 0 = Ru"(c ) +ππ u"(c ) < 0, (A3) W = QD u"(c 0 ) < 0, (A4) R V R 0 0 = u'(c ) + R D u"(c ) < 0. (A5) Now let W V W V M > 0, (A6) A D D A 4

26 where the postve sgn follows mmedately from easy calculaton by use of (A) and (A3). One derves mmedately, usng (A5) (A9), together wth (A) (A6) and by some straghtforward computatons: Q M D Q D Q A(Q,R ) V W W V = ( ) < 0, (A7) R M A R A R D(Q,R) V W W V = ( + ) < 0. (A8) Further, we fnd that = + = 0 + Q M A Q A Q M Q A D(Q,R) V W W V W W ( ) R u (c )( Q A ). (A9) Substtutng the prce elastcty of demand A (D,Q ) for fxed D, defned as A (D,Q ) Q A(D,Q) W Q η, together wth = < Q 0 (dfferentate (A0) mplctly) A Q W A nto (A9) yelds 0 Q M A D(Q,R) W = Ru(c )A ( η + ) >_ < 0 η < > _, η < 0. Analogously, we use the prce elastcty A, together wth sgn of D(A,R)R η R D R V D R A(Q,R ) : of demand D (A,R ) for fxed D(A,R) V R = < 0 (dfferentate (A) mplctly) to determne the = ( ) R M D R D R = 0 M D V = 0 +η M D A(Q,R ) V W W V V V Qu(c )(D R ) R Qu(c )D ( ) >_ < 0 η < > _, η < 0. (A30) Q.E.D. Proof of emma 3: Part (): We defne W and V as n the proof of emma, part (). The formula for mplct dfferentaton of (.6) and the equaton n (.8a) s the same as n (A), where Q,Q are π replaced by π,, resp. 5

27 We fnd that W π ϕ = > 0, w ϕ(w,q ) A (w,q ) πqu (c )u(c ) π (A3) W =π = π Qu(c) = > 0, (A3) π w π Qu(c ) + π u(c ) due to (.9), where A (w,q )/ π (denotng the change of annuty demand for fxed π ncreases), s determned by mplct dfferentaton of the equaton n (.8a). w, f Furthermore: V π = 0, V π = u'(c ) > 0. (A33) Usng these computatons (A3) (A33), together wth (A), (A3), (A6), (A7) and (A4) n (A5) (A8) gves π N A π A(Q,Q ) V W = > 0, π N A π A(Q,Q ) V W = > 0, π N A π A (Q,Q ) V W = > 0, π N A π A π A (Q,Q ) V W W V = ( + ) > 0. Part (): We defne W and V as n part () of emma and use the same formula (A) for mplct dfferentaton of (A0), (A), where A, Q, Q are replaced by D, π, π resp. We fnd that W = u'(c ) > 0, π V π =π u'(c ) > 0, W π V π = 0, (A34) = π u'(c ) > 0. (A35) Usng these computatons (A34) and (A35), together wth (A), (A4) and (A6), n (A7) (A30), t follows [note that R u'(c ) =π Q u'(c ) due to (A0) and (A)]: π M D π D π A(Q,R ) V W W V = ( ) = ππ u (c 0)u(c ) > 0, M π M A π A π D(q,r) V W W V = ( + ) = πu (c ) π u(c ) > 0, M 6

28 π M D π A(Q,R ) W V = < 0, π M A π D(Q,R ) W V = > 0. Q.E.D. Proof of emma 6: () By use of the frst equaton n (3.8), (3.0), (3.) and (3.3), ~ ρ can be wrtten as ( +π ) ρ ( +π ) ρ =, (A36) whch s larger than ρ, as π > π. By use of (3.4) and the second equaton n (3.8), (3.0), (3.) and (3.3), ~ ρ can be wrtten as π π ρ = ρ, (A37) whch s larger than ρ, as π > π. By use of the frst equaton n (3.8) and (3.0) and the second equaton n (3.) and (3.3) ~ ρ can be wrtten as ρ π +ππ ( π +ππ) ( ) ρ =, (A38) whch s smaller than ρ, as π > π. () Frst, we calculate the dfference ( Q Q ) from the frst equatons n (3.9) and (3.) as Q ( π π )( ρ ρ ) Q =, (A39) ( +ρ )( +ρ ) whch s postve due to ~ ρ > ρ and π > π. Next, we show that Q > R : Usng the second equatons n (3.9), (3.) and (A37), the prce rato R Q can be wrtten as R Q π +πρ = +ρ, (A40) < whch s smaller than due to π, for =,. 7

29 Fnally, we show that QQ < R, whch s equvalent to Q R Q < 0. Substtutng the frst equaton of (3.9) and (A40) nto the dfference Q R Q yelds (after some easy steps of calculatons) Q R ( π π)( ρ ρ) =, (A4) Q ( +ρ )( +ρ ) whch s negatve, snce π > π and ρ > ~ ρ. Q.E.D. Proof of emma 7: () Ths result follows from the fact that QA = QA + RD : substtutng the frst equaton n (3.8) and D = 0 nto (.) gves the same consumpton level c 0 as substtutng the both equatons n (3.3) nto (.). () Substtutng both equatons n (3.8) nto (.) as well as the frst equaton n (3.) and A = 0 nto (.) gves c(q,q ) = A(Q,Q ) Q A (Q,Q ) = X Q ; (A4) c(q,r ) = A(Q,R ) = X Q. (A43) Due to emma 6 (), Q > Q, and t follows that c(q,q ) < c(q,r ). () Substtutng the second equaton n (3.7) and D = 0 nto (.3) as well as (3.4) and A = 0 nto (.3) yelds ( ) c (Q,Q ) = A (Q,Q ) = π X QQ ; (A44) c (Q,R ) = D (Q,R ) = π X R. (A45) Due to emma 6 (), QQ < R, and t follows that c (Q,Q ) > c (Q,R ). Q.E.D. Proof of Proposton 3: We show that for an ndvdual of type, the optmal consumpton bundles ( c, c ) n both regmes le to the rght of the pont of ntersecton of the consumpton possblty curves (3.4) and (3.5), whle the opposte holds true for an ndvdual of type. From ths we conclude that an ndvdual of type prefers the smultaneous regme wth prces Q,R, whle an ndvdual of type prefers the sequental regme wth prces Q,Q. 8

30 We calculate the pont of ntersecton of the possblty curves of an ndvdual =,, under both regmes by solvng (3.4) and (3.5) for c and substtutng (3.5), whch gves R QQ c(s) ( +π )X. (A46) Q(R QQ ) As a preparaton, we show n step () that c (Q,Q ) c (S) > 0 and n step () that c (Q,R ) c (S) < 0. () By use of (A4) and (A46) for =, we calculate the dfference c (Q,Q ) c (S), whch can be wrtten as X R c (Q,Q ) c (S) = [(Q Q ) +π(q )] Q(R QQ ) Q (A47) Frst note from emma 6 () that R Q Q > 0 and Q < Q, hence R QQ > 0. It follows that c (Q,Q ) c (S) has the same sgn as the term n the squared bracket on the RS of (A47), whch we denote by Ω (Q Q ) +π (Q R Q ). By use of (A39) and (A4), together wth (A36) and ρ ρ = π π [mmedate by use of (3.) and (3.3)], Ω can be rewrtten after some easy transformatons as where +π π +π π Ω=λ[( )( + ρ ) +π ( )( +ρ)] +π π +π π (A48) ( π π ) ρ λ, (A49) ( +ρ )( +ρ )( +ρ ) whch s postve, as π > π. Further computatons of (A48) yelds +π +π +π π +π Ω =λ[( +π π ) +ρ ( +π π )], (A50) +π +π +π π +π whch reduces to (note that the frst term n the parenthess on the RS of (A40) s equal to zero) ρ Ω=λ ( π π ) ( +π ) π. (A5) From (A5), together wth (A49), t s mmedate that Ω > 0, whch proves that c (Q,Q ) c (S) > 0. 9

Adverse selection in the annuity market when payoffs vary over the time of retirement

Adverse selection in the annuity market when payoffs vary over the time of retirement Adverse selecton n the annuty market when payoffs vary over the tme of retrement by JOANN K. BRUNNER AND SUSANNE PEC * July 004 Revsed Verson of Workng Paper 0030, Department of Economcs, Unversty of nz.

More information

Answer: A). There is a flatter IS curve in the high MPC economy. Original LM LM after increase in M. IS curve for low MPC economy

Answer: A). There is a flatter IS curve in the high MPC economy. Original LM LM after increase in M. IS curve for low MPC economy 4.02 Quz Solutons Fall 2004 Multple-Choce Questons (30/00 ponts) Please, crcle the correct answer for each of the followng 0 multple-choce questons. For each queston, only one of the answers s correct.

More information

An Alternative Way to Measure Private Equity Performance

An Alternative Way to Measure Private Equity Performance An Alternatve Way to Measure Prvate Equty Performance Peter Todd Parlux Investment Technology LLC Summary Internal Rate of Return (IRR) s probably the most common way to measure the performance of prvate

More information

benefit is 2, paid if the policyholder dies within the year, and probability of death within the year is ).

benefit is 2, paid if the policyholder dies within the year, and probability of death within the year is ). REVIEW OF RISK MANAGEMENT CONCEPTS LOSS DISTRIBUTIONS AND INSURANCE Loss and nsurance: When someone s subject to the rsk of ncurrng a fnancal loss, the loss s generally modeled usng a random varable or

More information

Using Series to Analyze Financial Situations: Present Value

Using Series to Analyze Financial Situations: Present Value 2.8 Usng Seres to Analyze Fnancal Stuatons: Present Value In the prevous secton, you learned how to calculate the amount, or future value, of an ordnary smple annuty. The amount s the sum of the accumulated

More information

Section 5.4 Annuities, Present Value, and Amortization

Section 5.4 Annuities, Present Value, and Amortization Secton 5.4 Annutes, Present Value, and Amortzaton Present Value In Secton 5.2, we saw that the present value of A dollars at nterest rate per perod for n perods s the amount that must be deposted today

More information

Institute of Informatics, Faculty of Business and Management, Brno University of Technology,Czech Republic

Institute of Informatics, Faculty of Business and Management, Brno University of Technology,Czech Republic Lagrange Multplers as Quanttatve Indcators n Economcs Ivan Mezník Insttute of Informatcs, Faculty of Busness and Management, Brno Unversty of TechnologCzech Republc Abstract The quanttatve role of Lagrange

More information

Traffic-light a stress test for life insurance provisions

Traffic-light a stress test for life insurance provisions MEMORANDUM Date 006-09-7 Authors Bengt von Bahr, Göran Ronge Traffc-lght a stress test for lfe nsurance provsons Fnansnspetonen P.O. Box 6750 SE-113 85 Stocholm [Sveavägen 167] Tel +46 8 787 80 00 Fax

More information

Recurrence. 1 Definitions and main statements

Recurrence. 1 Definitions and main statements Recurrence 1 Defntons and man statements Let X n, n = 0, 1, 2,... be a MC wth the state space S = (1, 2,...), transton probabltes p j = P {X n+1 = j X n = }, and the transton matrx P = (p j ),j S def.

More information

Traffic-light extended with stress test for insurance and expense risks in life insurance

Traffic-light extended with stress test for insurance and expense risks in life insurance PROMEMORIA Datum 0 July 007 FI Dnr 07-1171-30 Fnansnspetonen Författare Bengt von Bahr, Göran Ronge Traffc-lght extended wth stress test for nsurance and expense rss n lfe nsurance Summary Ths memorandum

More information

Lecture 3: Force of Interest, Real Interest Rate, Annuity

Lecture 3: Force of Interest, Real Interest Rate, Annuity Lecture 3: Force of Interest, Real Interest Rate, Annuty Goals: Study contnuous compoundng and force of nterest Dscuss real nterest rate Learn annuty-mmedate, and ts present value Study annuty-due, and

More information

7.5. Present Value of an Annuity. Investigate

7.5. Present Value of an Annuity. Investigate 7.5 Present Value of an Annuty Owen and Anna are approachng retrement and are puttng ther fnances n order. They have worked hard and nvested ther earnngs so that they now have a large amount of money on

More information

Kiel Institute for World Economics Duesternbrooker Weg 120 24105 Kiel (Germany) Kiel Working Paper No. 1120

Kiel Institute for World Economics Duesternbrooker Weg 120 24105 Kiel (Germany) Kiel Working Paper No. 1120 Kel Insttute for World Economcs Duesternbrooker Weg 45 Kel (Germany) Kel Workng Paper No. Path Dependences n enture Captal Markets by Andrea Schertler July The responsblty for the contents of the workng

More information

17 Capital tax competition

17 Capital tax competition 17 Captal tax competton 17.1 Introducton Governments would lke to tax a varety of transactons that ncreasngly appear to be moble across jursdctonal boundares. Ths creates one obvous problem: tax base flght.

More information

Module 2 LOSSLESS IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur

Module 2 LOSSLESS IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur Module LOSSLESS IMAGE COMPRESSION SYSTEMS Lesson 3 Lossless Compresson: Huffman Codng Instructonal Objectves At the end of ths lesson, the students should be able to:. Defne and measure source entropy..

More information

Quasi-Hyperbolic Discounting and Social Security Systems

Quasi-Hyperbolic Discounting and Social Security Systems Quas-Hyperbolc Dscountng and Socal Securty Systems Mordecha E. Schwarz a and Eytan Sheshnsk b May 22, 26 Abstract Hyperbolc countng has become a common assumpton for modelng bounded ratonalty wth respect

More information

Can Auto Liability Insurance Purchases Signal Risk Attitude?

Can Auto Liability Insurance Purchases Signal Risk Attitude? Internatonal Journal of Busness and Economcs, 2011, Vol. 10, No. 2, 159-164 Can Auto Lablty Insurance Purchases Sgnal Rsk Atttude? Chu-Shu L Department of Internatonal Busness, Asa Unversty, Tawan Sheng-Chang

More information

Hollinger Canadian Publishing Holdings Co. ( HCPH ) proceeding under the Companies Creditors Arrangement Act ( CCAA )

Hollinger Canadian Publishing Holdings Co. ( HCPH ) proceeding under the Companies Creditors Arrangement Act ( CCAA ) February 17, 2011 Andrew J. Hatnay ahatnay@kmlaw.ca Dear Sr/Madam: Re: Re: Hollnger Canadan Publshng Holdngs Co. ( HCPH ) proceedng under the Companes Credtors Arrangement Act ( CCAA ) Update on CCAA Proceedngs

More information

Solution: Let i = 10% and d = 5%. By definition, the respective forces of interest on funds A and B are. i 1 + it. S A (t) = d (1 dt) 2 1. = d 1 dt.

Solution: Let i = 10% and d = 5%. By definition, the respective forces of interest on funds A and B are. i 1 + it. S A (t) = d (1 dt) 2 1. = d 1 dt. Chapter 9 Revew problems 9.1 Interest rate measurement Example 9.1. Fund A accumulates at a smple nterest rate of 10%. Fund B accumulates at a smple dscount rate of 5%. Fnd the pont n tme at whch the forces

More information

How To Calculate The Accountng Perod Of Nequalty

How To Calculate The Accountng Perod Of Nequalty Inequalty and The Accountng Perod Quentn Wodon and Shlomo Ytzha World Ban and Hebrew Unversty September Abstract Income nequalty typcally declnes wth the length of tme taen nto account for measurement.

More information

Simple Interest Loans (Section 5.1) :

Simple Interest Loans (Section 5.1) : Chapter 5 Fnance The frst part of ths revew wll explan the dfferent nterest and nvestment equatons you learned n secton 5.1 through 5.4 of your textbook and go through several examples. The second part

More information

Intra-year Cash Flow Patterns: A Simple Solution for an Unnecessary Appraisal Error

Intra-year Cash Flow Patterns: A Simple Solution for an Unnecessary Appraisal Error Intra-year Cash Flow Patterns: A Smple Soluton for an Unnecessary Apprasal Error By C. Donald Wggns (Professor of Accountng and Fnance, the Unversty of North Florda), B. Perry Woodsde (Assocate Professor

More information

ADVERSE SELECTION IN INSURANCE MARKETS: POLICYHOLDER EVIDENCE FROM THE U.K. ANNUITY MARKET *

ADVERSE SELECTION IN INSURANCE MARKETS: POLICYHOLDER EVIDENCE FROM THE U.K. ANNUITY MARKET * ADVERSE SELECTION IN INSURANCE MARKETS: POLICYHOLDER EVIDENCE FROM THE U.K. ANNUITY MARKET * Amy Fnkelsten Harvard Unversty and NBER James Poterba MIT and NBER * We are grateful to Jeffrey Brown, Perre-Andre

More information

Time Value of Money. Types of Interest. Compounding and Discounting Single Sums. Page 1. Ch. 6 - The Time Value of Money. The Time Value of Money

Time Value of Money. Types of Interest. Compounding and Discounting Single Sums. Page 1. Ch. 6 - The Time Value of Money. The Time Value of Money Ch. 6 - The Tme Value of Money Tme Value of Money The Interest Rate Smple Interest Compound Interest Amortzng a Loan FIN21- Ahmed Y, Dasht TIME VALUE OF MONEY OR DISCOUNTED CASH FLOW ANALYSIS Very Important

More information

On the Optimal Control of a Cascade of Hydro-Electric Power Stations

On the Optimal Control of a Cascade of Hydro-Electric Power Stations On the Optmal Control of a Cascade of Hydro-Electrc Power Statons M.C.M. Guedes a, A.F. Rbero a, G.V. Smrnov b and S. Vlela c a Department of Mathematcs, School of Scences, Unversty of Porto, Portugal;

More information

HOUSEHOLDS DEBT BURDEN: AN ANALYSIS BASED ON MICROECONOMIC DATA*

HOUSEHOLDS DEBT BURDEN: AN ANALYSIS BASED ON MICROECONOMIC DATA* HOUSEHOLDS DEBT BURDEN: AN ANALYSIS BASED ON MICROECONOMIC DATA* Luísa Farnha** 1. INTRODUCTION The rapd growth n Portuguese households ndebtedness n the past few years ncreased the concerns that debt

More information

DEFINING %COMPLETE IN MICROSOFT PROJECT

DEFINING %COMPLETE IN MICROSOFT PROJECT CelersSystems DEFINING %COMPLETE IN MICROSOFT PROJECT PREPARED BY James E Aksel, PMP, PMI-SP, MVP For Addtonal Informaton about Earned Value Management Systems and reportng, please contact: CelersSystems,

More information

Time Value of Money Module

Time Value of Money Module Tme Value of Money Module O BJECTIVES After readng ths Module, you wll be able to: Understand smple nterest and compound nterest. 2 Compute and use the future value of a sngle sum. 3 Compute and use the

More information

Number of Levels Cumulative Annual operating Income per year construction costs costs ($) ($) ($) 1 600,000 35,000 100,000 2 2,200,000 60,000 350,000

Number of Levels Cumulative Annual operating Income per year construction costs costs ($) ($) ($) 1 600,000 35,000 100,000 2 2,200,000 60,000 350,000 Problem Set 5 Solutons 1 MIT s consderng buldng a new car park near Kendall Square. o unversty funds are avalable (overhead rates are under pressure and the new faclty would have to pay for tself from

More information

Kiel Institute for World Economics Duesternbrooker Weg 120 24105 Kiel (Germany) Kiel Working Paper No. 1119

Kiel Institute for World Economics Duesternbrooker Weg 120 24105 Kiel (Germany) Kiel Working Paper No. 1119 Kel Insttute for World Economcs Duesternbrooker Weg 120 24105 Kel (Germany) Kel Workng Paper No. 1119 Under What Condtons Do Venture Captal Markets Emerge? by Andrea Schertler July 2002 The responsblty

More information

No 144. Bundling and Joint Marketing by Rival Firms. Thomas D. Jeitschko, Yeonjei Jung, Jaesoo Kim

No 144. Bundling and Joint Marketing by Rival Firms. Thomas D. Jeitschko, Yeonjei Jung, Jaesoo Kim No 144 Bundlng and Jont Marketng by Rval Frms Thomas D. Jetschko, Yeonje Jung, Jaesoo Km May 014 IMPRINT DICE DISCUSSION PAPER Publshed by düsseldorf unversty press (dup) on behalf of Henrch Hene Unverstät

More information

ADVERSE SELECTION IN INSURANCE MARKETS: POLICYHOLDER EVIDENCE FROM THE U.K. ANNUITY MARKET

ADVERSE SELECTION IN INSURANCE MARKETS: POLICYHOLDER EVIDENCE FROM THE U.K. ANNUITY MARKET ADVERSE SELECTION IN INSURANCE MARKETS: POLICYHOLDER EVIDENCE FROM THE U.K. ANNUITY MARKET Amy Fnkelsten Harvard Unversty and NBER James Poterba MIT and NBER Revsed May 2003 ABSTRACT In ths paper, we nvestgate

More information

Section 5.3 Annuities, Future Value, and Sinking Funds

Section 5.3 Annuities, Future Value, and Sinking Funds Secton 5.3 Annutes, Future Value, and Snkng Funds Ordnary Annutes A sequence of equal payments made at equal perods of tme s called an annuty. The tme between payments s the payment perod, and the tme

More information

FINANCIAL MATHEMATICS. A Practical Guide for Actuaries. and other Business Professionals

FINANCIAL MATHEMATICS. A Practical Guide for Actuaries. and other Business Professionals FINANCIAL MATHEMATICS A Practcal Gude for Actuares and other Busness Professonals Second Edton CHRIS RUCKMAN, FSA, MAAA JOE FRANCIS, FSA, MAAA, CFA Study Notes Prepared by Kevn Shand, FSA, FCIA Assstant

More information

LIFETIME INCOME OPTIONS

LIFETIME INCOME OPTIONS LIFETIME INCOME OPTIONS May 2011 by: Marca S. Wagner, Esq. The Wagner Law Group A Professonal Corporaton 99 Summer Street, 13 th Floor Boston, MA 02110 Tel: (617) 357-5200 Fax: (617) 357-5250 www.ersa-lawyers.com

More information

PSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 12

PSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 12 14 The Ch-squared dstrbuton PSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 1 If a normal varable X, havng mean µ and varance σ, s standardsed, the new varable Z has a mean 0 and varance 1. When ths standardsed

More information

Staff Paper. Farm Savings Accounts: Examining Income Variability, Eligibility, and Benefits. Brent Gloy, Eddy LaDue, and Charles Cuykendall

Staff Paper. Farm Savings Accounts: Examining Income Variability, Eligibility, and Benefits. Brent Gloy, Eddy LaDue, and Charles Cuykendall SP 2005-02 August 2005 Staff Paper Department of Appled Economcs and Management Cornell Unversty, Ithaca, New York 14853-7801 USA Farm Savngs Accounts: Examnng Income Varablty, Elgblty, and Benefts Brent

More information

Calculation of Sampling Weights

Calculation of Sampling Weights Perre Foy Statstcs Canada 4 Calculaton of Samplng Weghts 4.1 OVERVIEW The basc sample desgn used n TIMSS Populatons 1 and 2 was a two-stage stratfed cluster desgn. 1 The frst stage conssted of a sample

More information

Finite Math Chapter 10: Study Guide and Solution to Problems

Finite Math Chapter 10: Study Guide and Solution to Problems Fnte Math Chapter 10: Study Gude and Soluton to Problems Basc Formulas and Concepts 10.1 Interest Basc Concepts Interest A fee a bank pays you for money you depost nto a savngs account. Prncpal P The amount

More information

Lecture 3: Annuity. Study annuities whose payments form a geometric progression or a arithmetic progression.

Lecture 3: Annuity. Study annuities whose payments form a geometric progression or a arithmetic progression. Lecture 3: Annuty Goals: Learn contnuous annuty and perpetuty. Study annutes whose payments form a geometrc progresson or a arthmetc progresson. Dscuss yeld rates. Introduce Amortzaton Suggested Textbook

More information

Problem Set 3. a) We are asked how people will react, if the interest rate i on bonds is negative.

Problem Set 3. a) We are asked how people will react, if the interest rate i on bonds is negative. Queston roblem Set 3 a) We are asked how people wll react, f the nterest rate on bonds s negatve. When

More information

Chapter 15: Debt and Taxes

Chapter 15: Debt and Taxes Chapter 15: Debt and Taxes-1 Chapter 15: Debt and Taxes I. Basc Ideas 1. Corporate Taxes => nterest expense s tax deductble => as debt ncreases, corporate taxes fall => ncentve to fund the frm wth debt

More information

Underwriting Risk. Glenn Meyers. Insurance Services Office, Inc.

Underwriting Risk. Glenn Meyers. Insurance Services Office, Inc. Underwrtng Rsk By Glenn Meyers Insurance Servces Offce, Inc. Abstract In a compettve nsurance market, nsurers have lmted nfluence on the premum charged for an nsurance contract. hey must decde whether

More information

Uncrystallised funds pension lump sum payment instruction

Uncrystallised funds pension lump sum payment instruction For customers Uncrystallsed funds penson lump sum payment nstructon Don t complete ths form f your wrapper s derved from a penson credt receved followng a dvorce where your ex spouse or cvl partner had

More information

Optimality in an Adverse Selection Insurance Economy. with Private Trading. November 2014

Optimality in an Adverse Selection Insurance Economy. with Private Trading. November 2014 Optmalty n an Adverse Selecton Insurance Economy wth Prvate Tradng November 2014 Pamela Labade 1 Abstract Prvate tradng n an adverse selecton nsurance economy creates a pecunary externalty through the

More information

STAMP DUTY ON SHARES AND ITS EFFECT ON SHARE PRICES

STAMP DUTY ON SHARES AND ITS EFFECT ON SHARE PRICES STAMP UTY ON SHARES AN ITS EFFECT ON SHARE PRICES Steve Bond Mke Hawkns Alexander Klemm THE INSTITUTE FOR FISCAL STUIES WP04/11 STAMP UTY ON SHARES AN ITS EFFECT ON SHARE PRICES Steve Bond (IFS and Unversty

More information

RESEARCH DISCUSSION PAPER

RESEARCH DISCUSSION PAPER Reserve Bank of Australa RESEARCH DISCUSSION PAPER Competton Between Payment Systems George Gardner and Andrew Stone RDP 2009-02 COMPETITION BETWEEN PAYMENT SYSTEMS George Gardner and Andrew Stone Research

More information

Implied (risk neutral) probabilities, betting odds and prediction markets

Implied (risk neutral) probabilities, betting odds and prediction markets Impled (rsk neutral) probabltes, bettng odds and predcton markets Fabrzo Caccafesta (Unversty of Rome "Tor Vergata") ABSTRACT - We show that the well known euvalence between the "fundamental theorem of

More information

Analysis of Premium Liabilities for Australian Lines of Business

Analysis of Premium Liabilities for Australian Lines of Business Summary of Analyss of Premum Labltes for Australan Lnes of Busness Emly Tao Honours Research Paper, The Unversty of Melbourne Emly Tao Acknowledgements I am grateful to the Australan Prudental Regulaton

More information

Stress test for measuring insurance risks in non-life insurance

Stress test for measuring insurance risks in non-life insurance PROMEMORIA Datum June 01 Fnansnspektonen Författare Bengt von Bahr, Younes Elonq and Erk Elvers Stress test for measurng nsurance rsks n non-lfe nsurance Summary Ths memo descrbes stress testng of nsurance

More information

Leveraged Firms, Patent Licensing, and Limited Liability

Leveraged Firms, Patent Licensing, and Limited Liability Leveraged Frms, Patent Lcensng, and Lmted Lablty Kuang-Cheng Andy Wang Socal Scence Dvson Center for General Educaton Chang Gung Unversty and Y-Je Wang Department of Economcs Natonal Dong Hwa Unversty

More information

PRIVATE SCHOOL CHOICE: THE EFFECTS OF RELIGIOUS AFFILIATION AND PARTICIPATION

PRIVATE SCHOOL CHOICE: THE EFFECTS OF RELIGIOUS AFFILIATION AND PARTICIPATION PRIVATE SCHOOL CHOICE: THE EFFECTS OF RELIIOUS AFFILIATION AND PARTICIPATION Danny Cohen-Zada Department of Economcs, Ben-uron Unversty, Beer-Sheva 84105, Israel Wllam Sander Department of Economcs, DePaul

More information

Cautiousness and Measuring An Investor s Tendency to Buy Options

Cautiousness and Measuring An Investor s Tendency to Buy Options Cautousness and Measurng An Investor s Tendency to Buy Optons James Huang October 18, 2005 Abstract As s well known, Arrow-Pratt measure of rsk averson explans a ratonal nvestor s behavor n stock markets

More information

Chapter 11 Practice Problems Answers

Chapter 11 Practice Problems Answers Chapter 11 Practce Problems Answers 1. Would you be more wllng to lend to a frend f she put all of her lfe savngs nto her busness than you would f she had not done so? Why? Ths problem s ntended to make

More information

Addendum to: Importing Skill-Biased Technology

Addendum to: Importing Skill-Biased Technology Addendum to: Importng Skll-Based Technology Arel Bursten UCLA and NBER Javer Cravno UCLA August 202 Jonathan Vogel Columba and NBER Abstract Ths Addendum derves the results dscussed n secton 3.3 of our

More information

Course outline. Financial Time Series Analysis. Overview. Data analysis. Predictive signal. Trading strategy

Course outline. Financial Time Series Analysis. Overview. Data analysis. Predictive signal. Trading strategy Fnancal Tme Seres Analyss Patrck McSharry patrck@mcsharry.net www.mcsharry.net Trnty Term 2014 Mathematcal Insttute Unversty of Oxford Course outlne 1. Data analyss, probablty, correlatons, vsualsaton

More information

How Sets of Coherent Probabilities May Serve as Models for Degrees of Incoherence

How Sets of Coherent Probabilities May Serve as Models for Degrees of Incoherence 1 st Internatonal Symposum on Imprecse Probabltes and Ther Applcatons, Ghent, Belgum, 29 June 2 July 1999 How Sets of Coherent Probabltes May Serve as Models for Degrees of Incoherence Mar J. Schervsh

More information

Financial Mathemetics

Financial Mathemetics Fnancal Mathemetcs 15 Mathematcs Grade 12 Teacher Gude Fnancal Maths Seres Overvew In ths seres we am to show how Mathematcs can be used to support personal fnancal decsons. In ths seres we jon Tebogo,

More information

SUPPLIER FINANCING AND STOCK MANAGEMENT. A JOINT VIEW.

SUPPLIER FINANCING AND STOCK MANAGEMENT. A JOINT VIEW. SUPPLIER FINANCING AND STOCK MANAGEMENT. A JOINT VIEW. Lucía Isabel García Cebrán Departamento de Economía y Dreccón de Empresas Unversdad de Zaragoza Gran Vía, 2 50.005 Zaragoza (Span) Phone: 976-76-10-00

More information

Health Insurance and Household Savings

Health Insurance and Household Savings Health Insurance and Household Savngs Mnchung Hsu Job Market Paper Last Updated: November, 2006 Abstract Recent emprcal studes have documented a puzzlng pattern of household savngs n the U.S.: households

More information

Small pots lump sum payment instruction

Small pots lump sum payment instruction For customers Small pots lump sum payment nstructon Please read these notes before completng ths nstructon About ths nstructon Use ths nstructon f you re an ndvdual wth Aegon Retrement Choces Self Invested

More information

Trade Adjustment and Productivity in Large Crises. Online Appendix May 2013. Appendix A: Derivation of Equations for Productivity

Trade Adjustment and Productivity in Large Crises. Online Appendix May 2013. Appendix A: Derivation of Equations for Productivity Trade Adjustment Productvty n Large Crses Gta Gopnath Department of Economcs Harvard Unversty NBER Brent Neman Booth School of Busness Unversty of Chcago NBER Onlne Appendx May 2013 Appendx A: Dervaton

More information

Extending Probabilistic Dynamic Epistemic Logic

Extending Probabilistic Dynamic Epistemic Logic Extendng Probablstc Dynamc Epstemc Logc Joshua Sack May 29, 2008 Probablty Space Defnton A probablty space s a tuple (S, A, µ), where 1 S s a set called the sample space. 2 A P(S) s a σ-algebra: a set

More information

Joe Pimbley, unpublished, 2005. Yield Curve Calculations

Joe Pimbley, unpublished, 2005. Yield Curve Calculations Joe Pmbley, unpublshed, 005. Yeld Curve Calculatons Background: Everythng s dscount factors Yeld curve calculatons nclude valuaton of forward rate agreements (FRAs), swaps, nterest rate optons, and forward

More information

A Model of Private Equity Fund Compensation

A Model of Private Equity Fund Compensation A Model of Prvate Equty Fund Compensaton Wonho Wlson Cho Andrew Metrck Ayako Yasuda KAIST Yale School of Management Unversty of Calforna at Davs June 26, 2011 Abstract: Ths paper analyzes the economcs

More information

The Stock Market Game and the Kelly-Nash Equilibrium

The Stock Market Game and the Kelly-Nash Equilibrium The Stock Market Game and the Kelly-Nash Equlbrum Carlos Alós-Ferrer, Ana B. Ana Department of Economcs, Unversty of Venna. Hohenstaufengasse 9, A-1010 Venna, Austra. July 2003 Abstract We formulate the

More information

1.1 The University may award Higher Doctorate degrees as specified from time-to-time in UPR AS11 1.

1.1 The University may award Higher Doctorate degrees as specified from time-to-time in UPR AS11 1. HIGHER DOCTORATE DEGREES SUMMARY OF PRINCIPAL CHANGES General changes None Secton 3.2 Refer to text (Amendments to verson 03.0, UPR AS02 are shown n talcs.) 1 INTRODUCTION 1.1 The Unversty may award Hgher

More information

THE DISTRIBUTION OF LOAN PORTFOLIO VALUE * Oldrich Alfons Vasicek

THE DISTRIBUTION OF LOAN PORTFOLIO VALUE * Oldrich Alfons Vasicek HE DISRIBUION OF LOAN PORFOLIO VALUE * Oldrch Alfons Vascek he amount of captal necessary to support a portfolo of debt securtes depends on the probablty dstrbuton of the portfolo loss. Consder a portfolo

More information

How To Study The Nfluence Of Health Insurance On Swtchng

How To Study The Nfluence Of Health Insurance On Swtchng Workng Paper n 07-02 The nfluence of supplementary health nsurance on swtchng behavour: evdence on Swss data Brgtte Dormont, Perre- Yves Geoffard, Karne Lamraud The nfluence of supplementary health nsurance

More information

Financial Instability and Life Insurance Demand + Mahito Okura *

Financial Instability and Life Insurance Demand + Mahito Okura * Fnancal Instablty and Lfe Insurance Demand + Mahto Okura * Norhro Kasuga ** Abstract Ths paper estmates prvate lfe nsurance and Kampo demand functons usng household-level data provded by the Postal Servces

More information

The impact of hard discount control mechanism on the discount volatility of UK closed-end funds

The impact of hard discount control mechanism on the discount volatility of UK closed-end funds Investment Management and Fnancal Innovatons, Volume 10, Issue 3, 2013 Ahmed F. Salhn (Egypt) The mpact of hard dscount control mechansm on the dscount volatlty of UK closed-end funds Abstract The mpact

More information

What should (public) health insurance cover?

What should (public) health insurance cover? Journal of Health Economcs 26 (27) 251 262 What should (publc) health nsurance cover? Mchael Hoel Department of Economcs, Unversty of Oslo, P.O. Box 195 Blndern, N-317 Oslo, Norway Receved 29 Aprl 25;

More information

1. Fundamentals of probability theory 2. Emergence of communication traffic 3. Stochastic & Markovian Processes (SP & MP)

1. Fundamentals of probability theory 2. Emergence of communication traffic 3. Stochastic & Markovian Processes (SP & MP) 6.3 / -- Communcaton Networks II (Görg) SS20 -- www.comnets.un-bremen.de Communcaton Networks II Contents. Fundamentals of probablty theory 2. Emergence of communcaton traffc 3. Stochastc & Markovan Processes

More information

Mathematics of Finance

Mathematics of Finance 5 Mathematcs of Fnance 5.1 Smple and Compound Interest 5.2 Future Value of an Annuty 5.3 Present Value of an Annuty;Amortzaton Chapter 5 Revew Extended Applcaton:Tme, Money, and Polynomals Buyng a car

More information

Internalization, Clearing and Settlement, and Stock Market Liquidity 1

Internalization, Clearing and Settlement, and Stock Market Liquidity 1 Internalzaton, Clearng and Settlement, and Stock Market Lqudty 1 Hans Degryse, Mark Van Achter 3, and Gunther Wuyts 4 May 010 1 We would lke to thank partcpants at semnars n Louvan, Mannhem, and Tlburg

More information

Optimality in an Adverse Selection Insurance Economy. with Private Trading. April 2015

Optimality in an Adverse Selection Insurance Economy. with Private Trading. April 2015 Optmalty n an Adverse Selecton Insurance Economy wth Prvate Tradng Aprl 2015 Pamela Labade 1 Abstract An externalty s created n an adverse selecton nsurance economy because of the nteracton between prvate

More information

On the Role of Consumer Expectations in Markets with Network Effects

On the Role of Consumer Expectations in Markets with Network Effects No 13 On the Role of Consumer Expectatons n Markets wth Network Effects Irna Suleymanova, Chrstan Wey November 2010 (frst verson: July 2010) IMPRINT DICE DISCUSSION PAPER Publshed by Henrch Hene Unverstät

More information

How to Sell Innovative Ideas: Property right, Information. Revelation and Contract Design

How to Sell Innovative Ideas: Property right, Information. Revelation and Contract Design Presenter Ye Zhang uke Economcs A yz137@duke.edu How to Sell Innovatve Ideas: Property rght, Informaton evelaton and Contract esgn ay 31 2011 Based on James Anton & ennes Yao s two papers 1. Expropraton

More information

Price Impact Asymmetry of Block Trades: An Institutional Trading Explanation

Price Impact Asymmetry of Block Trades: An Institutional Trading Explanation Prce Impact Asymmetry of Block Trades: An Insttutonal Tradng Explanaton Gdeon Saar 1 Frst Draft: Aprl 1997 Current verson: October 1999 1 Stern School of Busness, New York Unversty, 44 West Fourth Street,

More information

Internet companies extensively use the practice of drop-shipping, where the wholesaler stocks and owns the

Internet companies extensively use the practice of drop-shipping, where the wholesaler stocks and owns the MANAGEMENT SIENE Vol. 52, No. 6, June 26, pp. 844 864 ssn 25-199 essn 1526-551 6 526 844 nforms do 1.1287/mnsc.16.512 26 INFORMS Supply han hoce on the Internet Sergue Netessne The Wharton School, Unversty

More information

1. Math 210 Finite Mathematics

1. Math 210 Finite Mathematics 1. ath 210 Fnte athematcs Chapter 5.2 and 5.3 Annutes ortgages Amortzaton Professor Rchard Blecksmth Dept. of athematcal Scences Northern Illnos Unversty ath 210 Webste: http://math.nu.edu/courses/math210

More information

Mathematics of Finance

Mathematics of Finance CHAPTER 5 Mathematcs of Fnance 5.1 Smple and Compound Interest 5.2 Future Value of an Annuty 5.3 Present Value of an Annuty; Amortzaton Revew Exercses Extended Applcaton: Tme, Money, and Polynomals Buyng

More information

10. (# 45, May 2001). At time t = 0, 1 is deposited into each of Fund X and Fund Y. Fund X accumulates at a force of interest

10. (# 45, May 2001). At time t = 0, 1 is deposited into each of Fund X and Fund Y. Fund X accumulates at a force of interest 1 Exam FM questons 1. (# 12, May 2001). Bruce and Robbe each open up new bank accounts at tme 0. Bruce deposts 100 nto hs bank account, and Robbe deposts 50 nto hs. Each account earns an annual e ectve

More information

Buy-side Analysts, Sell-side Analysts and Private Information Production Activities

Buy-side Analysts, Sell-side Analysts and Private Information Production Activities Buy-sde Analysts, Sell-sde Analysts and Prvate Informaton Producton Actvtes Glad Lvne London Busness School Regent s Park London NW1 4SA Unted Kngdom Telephone: +44 (0)0 76 5050 Fax: +44 (0)0 774 7875

More information

10.2 Future Value and Present Value of an Ordinary Simple Annuity

10.2 Future Value and Present Value of an Ordinary Simple Annuity 348 Chapter 10 Annutes 10.2 Future Value and Present Value of an Ordnary Smple Annuty In compound nterest, 'n' s the number of compoundng perods durng the term. In an ordnary smple annuty, payments are

More information

Risk-based Fatigue Estimate of Deep Water Risers -- Course Project for EM388F: Fracture Mechanics, Spring 2008

Risk-based Fatigue Estimate of Deep Water Risers -- Course Project for EM388F: Fracture Mechanics, Spring 2008 Rsk-based Fatgue Estmate of Deep Water Rsers -- Course Project for EM388F: Fracture Mechancs, Sprng 2008 Chen Sh Department of Cvl, Archtectural, and Envronmental Engneerng The Unversty of Texas at Austn

More information

Abteilung für Stadt- und Regionalentwicklung Department of Urban and Regional Development

Abteilung für Stadt- und Regionalentwicklung Department of Urban and Regional Development Abtelung für Stadt- und Regonalentwcklung Department of Urban and Regonal Development Gunther Maer, Alexander Kaufmann The Development of Computer Networks Frst Results from a Mcroeconomc Model SRE-Dscusson

More information

A Master Time Value of Money Formula. Floyd Vest

A Master Time Value of Money Formula. Floyd Vest A Master Tme Value of Money Formula Floyd Vest For Fnancal Functons on a calculator or computer, Master Tme Value of Money (TVM) Formulas are usually used for the Compound Interest Formula and for Annutes.

More information

Variable Payout Annuities with Downside Protection: How to Replace the Lost Longevity Insurance in DC Plans

Variable Payout Annuities with Downside Protection: How to Replace the Lost Longevity Insurance in DC Plans Varable Payout Annutes wth Downsde Protecton: How to Replace the Lost Longevty Insurance n DC Plans By: Moshe A. Mlevsky 1 and Anna Abamova 2 Summary Abstract Date: 12 October 2005 Motvated by the rapd

More information

The Effects of Tax Rate Changes on Tax Bases and the Marginal Cost of Public Funds for Canadian Provincial Governments

The Effects of Tax Rate Changes on Tax Bases and the Marginal Cost of Public Funds for Canadian Provincial Governments The Effects of Tax Rate Changes on Tax Bases and the Margnal Cost of Publc Funds for Canadan Provncal Governments Bev Dahlby a and Ergete Ferede b a Department of Economcs, Unversty of Alberta, Edmonton,

More information

BERNSTEIN POLYNOMIALS

BERNSTEIN POLYNOMIALS On-Lne Geometrc Modelng Notes BERNSTEIN POLYNOMIALS Kenneth I. Joy Vsualzaton and Graphcs Research Group Department of Computer Scence Unversty of Calforna, Davs Overvew Polynomals are ncredbly useful

More information

Methods for Calculating Life Insurance Rates

Methods for Calculating Life Insurance Rates World Appled Scences Journal 5 (4): 653-663, 03 ISSN 88-495 IDOSI Pulcatons, 03 DOI: 0.589/dos.wasj.03.5.04.338 Methods for Calculatng Lfe Insurance Rates Madna Movsarovna Magomadova Chechen State Unversty,

More information

Oligopoly Theory Made Simple

Oligopoly Theory Made Simple Olgopoly Theory Made Smple Huw Dxon Chapter 6, Surfng Economcs, pp 5-60. Olgopoly made smple Chapter 6. Olgopoly Theory Made Smple 6. Introducton. Olgopoly theory les at the heart of ndustral organsaton

More information

Fixed income risk attribution

Fixed income risk attribution 5 Fxed ncome rsk attrbuton Chthra Krshnamurth RskMetrcs Group chthra.krshnamurth@rskmetrcs.com We compare the rsk of the actve portfolo wth that of the benchmark and segment the dfference between the two

More information

Thursday, December 10, 2009 Noon - 1:50 pm Faraday 143

Thursday, December 10, 2009 Noon - 1:50 pm Faraday 143 1. ath 210 Fnte athematcs Chapter 5.2 and 4.3 Annutes ortgages Amortzaton Professor Rchard Blecksmth Dept. of athematcal Scences Northern Illnos Unversty ath 210 Webste: http://math.nu.edu/courses/math210

More information

Inequity Aversion and Individual Behavior in Public Good Games: An Experimental Investigation

Inequity Aversion and Individual Behavior in Public Good Games: An Experimental Investigation Dscusson Paper No. 07-034 Inequty Averson and Indvdual Behavor n Publc Good Games: An Expermental Investgaton Astrd Dannenberg, Thomas Rechmann, Bodo Sturm, and Carsten Vogt Dscusson Paper No. 07-034 Inequty

More information

Equlbra Exst and Trade S effcent proportionally

Equlbra Exst and Trade S effcent proportionally On Compettve Nonlnear Prcng Andrea Attar Thomas Marott Franços Salané February 27, 2013 Abstract A buyer of a dvsble good faces several dentcal sellers. The buyer s preferences are her prvate nformaton,

More information

+ + + - - This circuit than can be reduced to a planar circuit

+ + + - - This circuit than can be reduced to a planar circuit MeshCurrent Method The meshcurrent s analog of the nodeoltage method. We sole for a new set of arables, mesh currents, that automatcally satsfy KCLs. As such, meshcurrent method reduces crcut soluton to

More information

CHAPTER 14 MORE ABOUT REGRESSION

CHAPTER 14 MORE ABOUT REGRESSION CHAPTER 14 MORE ABOUT REGRESSION We learned n Chapter 5 that often a straght lne descrbes the pattern of a relatonshp between two quanttatve varables. For nstance, n Example 5.1 we explored the relatonshp

More information

To manage leave, meeting institutional requirements and treating individual staff members fairly and consistently.

To manage leave, meeting institutional requirements and treating individual staff members fairly and consistently. Corporate Polces & Procedures Human Resources - Document CPP216 Leave Management Frst Produced: Current Verson: Past Revsons: Revew Cycle: Apples From: 09/09/09 26/10/12 09/09/09 3 years Immedately Authorsaton:

More information