RECOURSE AND NON RECOURSE MORTGAGE LOANS: A THEORETICAL ANALYSIS UNDER ASYMMETRIC INFORMATION

Size: px
Start display at page:

Download "RECOURSE AND NON RECOURSE MORTGAGE LOANS: A THEORETICAL ANALYSIS UNDER ASYMMETRIC INFORMATION"

Transcription

1 RECORSE N NON RECORSE MORTGGE LONS: THEORETICL NLYSIS NER SYMMETRIC INFORMTION Pelimina and Incomlete ann en-shaha,* Eal Sulgani,** and Eat Tolows*** ecembe 007 bstact comaing evidence om motgage maets woldwide, one can see that while lendes in some maets onl oe ecouse motgage loan contacts, lendes in othe maets exclusivel oe non-ecouse motgage loans. Moeove, lendes in et othe maets oten oe boowes a menu o both ecouse and non-ecouse loans. This stud attemts to exlain this henomenon as an outcome o asmmetic inomation in the maet. We constuct a model o motgage lending whee boowes ae dieentiated in thei level o deault is. We show that when the deault is measued b the obabilit o deault is unobsevable to lendes, then the exogenous natue o the eament in the case o deault ma geneate thee ossible equilibia: non-ecouse loan ooling, ecouse loan ooling, and seaation in which the high low deault is te boowe sel-selects b choosing the non-ecouse ecouse te motgage loan. It tuns out that the aticula te o equilibium attained in the maet is essentiall a consequence o the evailing deault iss and the dieence in the amounts eaid b boowes in the case o deault unde the ecouse and non-ecouse settings. The model suggests that the legal amewo aect the equilibium in the motgage maet. *Facult o chitectue and Town Planning, Technion Isael Institute o Technolog, Technion Cit, Haia 3000, Isael; telehone: , ax: , dannb@technion.ac.il **The ison School o usiness, The Intediscilina Cente Hezlia; P.O. ox 67, Hezlia 4650, Isael; telehone: , ax: , sulgani@idc.ac.il ***Leon Recanati Gaduate School o usiness dministation, Tel viv nivesit; P.O. ox 39040, Tel viv 69978, Isael; telehone: , ax: , eatt@ost.tau.ac.il

2 Intoduction In this stud we examine the ole o ecouse and non-ecouse loans om an advese selection esective. Paticulal, we attemt to ovide an exlanation to the obsevation accoding to which cetain maets onl oe ecouse motgage loan contacts while othes onl oe non-ecouse ones, and, et, some maet oe a menu o both ecouse and non ecouse motgage loan contacts. Ou geneal aoach ollows the sceening model o Rothschild and Stiglitz 976. Moe seciicall, ou amewo continues the seies o studies o motgage deault unde asmmetic inomation [see, among othe, Pose and Yavas 00, en- Shaha and Feldman 003, and en-shaha 006], whee we assume that while motgage boowes ae awae o thei deault obabilit, lendes ma not distinguish between high and low deault is tes. Essentiall, we show that a sceening equilibium ma attain, whee high low deault is te boowes sel-select b choosing the non-ecouse ecouse te motgage loan. Intuitivel, the dieence in boowes deault obabilities geneates the single-cossing oet equied o seaation, i.e., aing o the loan and the accued inteest is alwas, ex ante, moe costl to the boowe, the lowe is one s deault-is, ceteis aibus. Inteestingl, howeve, it tuns out that, due to the natue o the equied eament unde deault, ooling equilibia ma also exist in the maet: I the exected eament equied unde deault o the ecouse loan is suicientl close to that equied unde the non-ecouse loan i.e., when the exected eament in the case o deault on the non-ecouse loan is elativel high comaed with that on the ecouse loan, then a ecouse loan ooling contact ma evail in the maet. Intuitivel, it is elativel moe costl o the low is boowe to shit awa om the ecouse loan to the non-ecouse loan as the latte caies elativel geate exected eiodic aments o the low is boowe comaed with the high is te because o the dieence in the obabilit o eaing the loan without deault. In contast, when the exected eament equied dditional studies o motgage deault unde asmmetic inomation include, o examle, uecne 000, Fishe and Yavas 007, and en-shaha et al. othcoming. Recall that unde the setting o Rothschild and Stiglitz 976, onl a seaating equilibium ma hold unde cetain cicumstances, but no ooling equilibium can exist.

3 unde deault on the ecouse loan is suicientl geate than that equied unde the nonecouse loan, then a non-ecouse loan ooling equilibium evails. Intuitivel, when the eament unde deault in the case o the ecouse loan is suicientl high comaed with that on the non-ecouse loan, then shiting awa om the non-ecouse to the ecouse loan must be accomanied b a substantial discount on the eiodical eaments when no deault occus. This, howeve, might be too costl on behal o the lendes, who might not be able to maintain non-negative oits in that case. Reament in the case o deault on a non-ecouse loan is mostl eected b the legal amewo in the econom. Theeoe, the legal amewo aects the equilibium in the motgage maet. It should be noted that while vaious studies in the liteatue examine the ole o non-ecouse and ecouse loans in the maet, to the best o ou nowledge, none o them analze the simultaneous ole o these contacts unde asmmetic inomation. Childs et al. 996, o examle, conside the contacting value o ecouse and cossdeault clauses ove non-ecouse loan contacts. The show that deault is can be educed b ove it ecent o non-ecouse deault is when two coss-deault assets ae uncoelated. In addition, Pavlov and Wachte 004 demonstate how lendes in some cicumstances unde-ice the ut otion contained in non-ecouse loans, which, in tun, leads to inlated asset ices. Finall, Smith and Wane 979 and Stulz and Johnson 985 stud the imlications o secued and unsecued debt unde a cooate setting. In section we develo the model and deive the equilibia. We summaize in Section 3. The Model Conside a two-eiod model whee a consume uchases a eal estate unit in the ist eiod and liquidates in the second eiod. To inance the tansaction, the consume assumes a motgage loan in the ist eiod and is exected to ea the entie debt incial lus inteest in the second eiod. enote the boowe s available income in the ist eiod io to uchasing the asset b 0. We assume that boowe s income 3

4 changes in the second eiod to eithe o with obabilit - and, esectivel, whee >. Moeove, we assume that i income mateializes, then the boowe cannot ea the debt in ull and deault is declaed. In ode to motivate and acilitate the analsis o ecouse and non-ecouse loans, we assume that utue income uncetaint is the sole souce o is. Paticulal, we assume that thee is no uncetaint with esect to the value o the asset in the second eiod and, moeove, that the value o the uchased asset in the ist eiod, denoted b, is exected to do to -, whee is a ositive constant. 3 Finall, denote the initial loan-to-value atio LTV o the loan b L and let the dolla value o the boowe s beneit om consuming and owning the housing sevices geneated b the asset whose cost is equal to be eesented b whee >. The boowe is acing two tes o motgage loans: ecouse and non-ecouse. While the ome allows the lende to usue all o the boowe s esidual assets when deault is execised, the latte oes the lende the eal estate asset onl as collateal in the case o deault. It thus ollows that, om the boowe s esective, the ex ante exected cost o deault unde the ecouse loan aangement is geate than that unde the non-ecouse loan. Equivalentl, om the lende s standoint, the ex ante income in the case o deault is geate smalle unde the non- ecouse loan. enote then the total amount to be eaid on the loan in the occuence o deault that is when boowe s income is insuicient to ea the entie debt on the loan b R and NR o ecouse and non-ecouse loans, esectivel, whee R > NR. Note that R and NR ma also eesent the lende s income om the loan i deault is execised unde the ecouse and non-ecouse contacts, esectivel. 4 The boowes exected utilit om the motgaged loan tansaction, V, is then 3 While this assumtion ignoes the uncetaint about the utue value o the motgaged asset, it allows us to not onl ocus on anothe souce o uncetaint i.e., boowe s income but also, as will soon be claiied, to cleal addess the ole o ecouse and non-ecouse loans unde asmmetic inomation. lso, one can view the lowe value attained o the asset in the second eiod as the oiginal value net o tansaction cost and deeciation. 4 It could be agued that the lielihood o deault is, to a cetain extent, ositivel coelated with one s oveall wealth and theeoe that R and NR should be a unction o the deault obabilit. While, the inclusion o the latte altes the actual deived solution, it doe not aect the intuition that is illustated in the model. 4

5 V 0,, [, L,,,, = [ L 0 L ] ] [ j j whee is the boowe s continuous and twice dieentiable utilit om cash low unction, [ > 0 and < 0 ], is a time eeence acto, and j, j={r,nr}, denotes the inteest ate on the ecouse and non-ecouse loans, esectivel. lso, j, j={r,nr}, is the total amount to be eaid on the loan i deault occus and the motgage contact is ecouse and non-ecouse, esectivel. Equation thus assets that the boowe with a ist-eiod income o 0 assumes a loan, the amount o which equals L, uchases the asset o the ice o, and attains a beneit om consuming and owning the housing sevices, the dolla value o which is equal to. In the second eiod, the boowe liquidates and attains a value equal to -. lso, i income aises, the boowe as o the debt, the sum o which equals L. Howeve, with obabilit, income dos to a level o, in which case deault occus and the boowe can a o onl j. 5 a Equation can then be simliied into V = [ L ] { [ L j ] } 0 j The boowe aces a is-neutal lende whose oit om the motgage loan tansaction, Π, is L j j Π = L. That is, the lende ovides a loan, the amount o which equals L in the ist eiod and obtains L j, j={r,nr}, i no deault occus with obabilit - and j, j={r,nr}, i deault occus with obabilit all comuted in esent value tems. 6 ],. 5 Following Equation, in ode o the net second eiod income unde deault to be non-negative, we equie that j -. 6 Note that, om the standoint o the boowe, the amount j ma include distess and othe schological and/o economic costs associated with deault. I that is the case, then the lende s income unde deault is, in act, smalle than j. This adjustment, howeve, caies no eect on the analsis. lso, it ollows om Equation that in ode o to be ositive, it is uthe equied that <- L/ 5

6 Conside now the case whee boowes ae dieentiated b thei deault is. Suose that, without loss o genealit, two tes o boowe exist in the maet: a low deault-is boowe also denoted b te whose deault obabilit equals and a high deault-is boowe also denoted b te whose deault obabilit equals, whee >. Futhe, suose that the shae o te one boowes within the entie boowing oulation is equal to λ, λ [0,]. Given thei exeience and exetise in the maet, lendes ecognize the deault obabilities and thei shae in the maet; howeve, the ae unable to diectl obseve and distinguish between the boowing tes. 7 We ague, howeve, that given boowes eeence o loan te, lendes ma oe loan contacts ecouse and non-ecouse motgage loans with vaing levels o inteest ate, such that the boowes choices ull eveal thei deault is. Paticulal, we then claim Poosition : Thee exists a cometitive seaating equilibium unde which the high low deault-is boowe selects a non-ecouse ecouse motgage loan with a elativel highe lowe inteest ate, that is, = R, = NR, and >. Poosition : Thee does not exist a cometitive seaating equilibium unde which the high low deault-is boowe selects ecouse non-ecouse motgage loan. Poos: Given,, and two motgage contacts dieentiated b the coulets, and,, a cometitive seaating equilibium equies that the ollowing ae satisied: low is boowes ee, ove, ; that is, 3 V = [ > [ = V, 0 0, L ] L ],,,, { { [ L [ L ] } ] } 7 The assumtion accoding to which the aametes λ,, and ae nown to lendes and insues is easonable, given thei exeience and exetise in the maet. Hence, though the cannot distinguish between the tes o boowes, the ae nowledgeable about the maet in which the oeate. 6

7 7 high-is boowes ee, ove, ; that is, 4 0 0,,, [ ] { [ ] } [ ] { [ ] },,, V L L L L V = = and lendes maintain zeo oits; that is, 5 0.,,,, = = Π = = Π L L L L Seaatel adding both sides o Inequalities 3 and 4 oduces ate e-aanging: 6. } ] [ { } ] [ { } ] [ { } ] [ { L L L L > Inequalit 6 can be uthe eaanged into 7. } ] [ { } ] [ { L L > Howeve, note that, given P >P, o Inequalit 7 to hold, it can neve be the case that both and >. In addition, note that o Equation 5 to hold, it also ollows that it can neve be the case that both and. Hence, <. Finall, i <, then, in ode o Inequalit to hold, it is also necessa that <. Hence in an seaating equilibium we must have < and < end o oo o Poosition. It thus ollows that i a seaating equilibium exists, it is the high low deault is boowe who sel-selects b choosing the non-ecouse ecouse loan. Howeve, due to the comlexit o the unctions in conditions 3-5, we cannot show the existence o the seaating equilibium in closed-om. Yet we can use a simulation in ode to demonstate a seciic case o this equilibium and theeb show its existence.

8 Paticulal, obseve the case whee =ln, =0.05, =0., NR =0, and R =38. Table esents the attained seaating equilibium: Table : emonstating a seaating equilibium between high and low is deault is boowes. The aametes values assumed in this examle ae: =89.79, =3.4, =00, L=0.85, =70.57 =0.0, and =0.9. Vaiable Low Ris oowe High Ris oowe i i i i, i, i i, j, j Π i, i, i Table thus demonstates that the high-is low is boowe is bette o with a geate lowe inteest ate and a lowe geate cost in case o deault, i.e. a nonecouse ecouse motgage loan. The high deault-is boowe thus sel-selects b choosing the non-ecouse loan with a elativel high inteest ate, while the low deault-is boowe sel-selects b choosing the ecouse loan with a elativel lowe inteest ate. Seaation on the deaultis dimension is then attained while cometition among lendes is maintained. Intuitivel, note that > geneates the single-cossing condition equied o seaation, namel, that aing o the loan and the accued inteest is alwas, ex ante, moe costl in utilit tems o the low deault-is boowe, ceteis aibus. Equivalentl, the exected cost in the case o deault is, ex ante, geate o the high is boowe, ceteis aibus. The high is boowe theeoe ots o a highe inteest ate loan that will be aid onl i deault does not occu in etun o a otential lowe cost to be incued in the case o deault i.e. the non-ecouse loan conditions. Note that in equilibium, ollowing Rothschild and Stiglitz 976, the high deault-is boowe attains his o he ist best contact, while the low deault-is boowe maintains a second best choice. 8

9 Recall that unde the tical setting o the sceening model a la Rothschild and Stiglitz 976, thee cannot exist a ooling equilibium in the maet because the uninomed at i.e. the lende in ou case can alwas oe a oitable contact that will be ound moe beneicial to the high qualit te. Note, howeve, that in ou amewo the costs associated with the ecouse and non-ecouse loans, R and NR, ae exogenousl detemined and cannot be endogenousl detemined o the use o sceening b the uninomed at. In othe wods, in ode to sceen boowes, the lende obtains R and NR as given and can onl adjust the coesonding inteest ates in the attemt to imose the sel selection ocess on the boowes. The latte, howeve, educes the degees o eedom maintained b the othe lendes in thei attemt to ool the high qualit te awa om a otential ooling equilibium contact. Hence, a ooling equilibium ma exist. Fomall, we then ague Poosition 3: Thee exists a ooling equilibium in which all boowes attain a ecouse loan contact. Poo: enote the inteest ate on the ecouse ooling loan contact b R. Then, o a ooling equilibium in which both boowe tes attain a ecouse loan, it is equied that the ollowing conditions ae jointl satisied 8 L R R L R R λ [ L ] λ[ L ] = 0 and that thee does not exist * 0 o which 9 V = [ [ = V and, 0 0 NR L ] L ],, *, R, R, { { [ L *] } [ L R ] } NR R 9

10 0 L * NR L * NR λ[ L ] λ[ L ] > 0. In Equation 8, it is equied that, b oeing the ooling ecouse loan, lendes in cometition geneate zeo oits. The conditions in 9 and 0 uthe equie that thee does not exist * 0 that ma be oeed within a non-ecouse loan contact and that is both moe attactive to the low is boowe and to the lendes, esectivel note that it ollows om Poosition that an non-ecouse loan that is eeed b the low is boowe is necessail also eeed b the high is one and hence, o a ooling equilibium to exist in equilibium, condition 0 equies that thee does not exist a nonecouse loan that is eeed b all boowes and also geneates a non-negative oit to lendes. Now, note that o conditions 9 and 0 to hold, it is equied that, while NR < R, the level o NR is et suicientl lage such that the non-ecouse loan cannot attact all boowes aticulal, the low is ones in the esence o the ecouse ooling contact. ue to the comlexit o the unctions in conditions 8-0, we cannot exlicitl show the existence o the ooling equilibium. We can once again, howeve, al a simulation in ode to demonstate a seciic case o this equilibium and theeb show its existence. Paticulal, obseve the case whee =ln, =0.05, =0.0, NR =, R =30, and λ=0.5. Table esents the attained seaating equilibium: Table : emonstating a ecouse loan ooling equilibium between high and low deault is boowes. The aametes values assumed in this examle ae: =89.79, =3.4, =00, L=0.85, =70.57 =0.0, and =0.9, R =30, NR =, R =7.4%, *=8.90%. Vaiable Low Ris oowe High Ris oowe i R R 7.4% 7.4% i, R, R i, NR,* Π i, R, R

11 Π i, NR,* In Table, we comae two loan contacts: ecouse loan with R and R and nonecouse loan with NR and *, whee the latte is attained such that it oes the highest level o * that is et to be chosen b the low is boowe [note that, R, R =, NR,*=.96]. The oit geneated b lendes is equal to zeo unde the ecouse loan ooling equilibium with R and R, howeve, it tuns out to be negative =-0.7 unde the otential altenative with NR and *. The latte thus cannot annihilate the ooling equilibium as it cannot both ool the low is boowes awa om the ooling contact and geneate a non-negative oit to lendes. In ode to geneate ositive oits unde the non-ecouse loan, the lende must incease the level o *, howeve, this in tun will uthe ush the low-is te boowe awa om the non-ecouse loan to the ecouse loan. Intuitivel, the ecouse loan ooling equilibium becomes ossible as a esult o two eatues o the maet: the exogenous natue o the dieence in the costs that accoman deault unde the ecouse and the non-ecouse contacts that is R and NR and the single cossing oet which is a b-oduct o the dieent levels o deault is exeienced b the boowes. ue to the single cossing oet it is elativel moe costl o the low is boowe to shit awa om the ecouse loan to the nonecouse loan as the latte caies geate eiodic ament as long as no deault taes lace. It ollows that i the level o NR is suicientl lage elative to R, then in ode to oduce non-negative oits unde the non-ecouse loan, lendes must chage a elativel high inteest ate on that loan. This, in tun, maes it moe diicult o lendes to attact the low-is boowes who ae geneall moe liel to a the inteest ate aments and avoid an otential deault. Finall, note that due to the natue o the exogenous dieence in the costs that coesond to the ecouse and non-ecouse loans, a non-ecouse loan ooling equilibium ma also evail in the maet: Poosition 4: Thee exists a ooling equilibium in which all boowes attain a nonecouse loan.

12 Poo: enote the inteest ate on the non-ecouse ooling loan contact b NR. Then, o a ooling equilibium in which both boowe tes attain a non-ecouse loan, it is equied that the ollowing conditions ae satisied L NR NR L NR NR λ [ L ] λ[ L ] = 0 and that thee does not exist ** 0 o which V = [ [ = V, 0 0 R L ] L ],, **, NR, NR,, { { [ L **] } [ L NR ] } and 3 L ** R L ] > 0. Conditions -3 ae equivalent to conditions 8-0 with the equied adjustments: Equation guaantees that, b oeing the ooling non-ecouse loan, lendes in cometition geneate zeo oits. The conditions in and 3 uthe equie that thee does not exist * 0 that ma accoman a otential ecouse loan contact and that is both moe attactive to the low is boowe and to the lendes, esectivel note that, in contast to the case descibed in Poosition 3, it ollows om oosition that, comaed with the high is boowe, it is less costl o the low is boowe to acquie the ecouse loan. Hence, o a non-ecouse loan ooling equilibium to exist, condition 3 equies that thee ma not exist a ecouse loan that is onl eeed low is boowes and that might oduce a non-negative oit to lendes. Fo conditions and 3 to hold, it is equied that the level o R is suicientl lage elative to NR such that an otential ecouse loan does not ool the low is boowes awa om the non-ecouse ooling contact. gain, due to the R NR

13 comlexit o the unctions in conditions -3, we cannot exlicitl show the existence o the non-ecouse loan ooling equilibium. We can once again, howeve, al a simulation in ode to demonstate an examle o this equilibium and theeb show its existence. Paticulal, obseve the case whee =ln, =0.05, =0.0, NR =.5, R =40, and λ=0.5. Table 3 esents the attained ooling equilibium: Table 3: emonstating a non-ecouse loan ooling equilibium between high and low deault is boowes. The aametes values assumed in this examle ae: =89.79, =3.4, =00, L=0.85, =70.57 =0.0, and =0.9, R =40, NR =.5, NR =9.0%, **=4.89%. Vaiable Low Ris oowe High Ris oowe i NR.5.5 NR 9.0% 9.0% i, NR, NR i, R,** Π i, NR, NR Π i, R,** In Table 3, we comae two loan contacts: non-ecouse loan with NR and NR and ecouse loan with R and **, whee the latte is attained such that it oes the highest level o ** that is et to be chosen b the low is boowe [note that, R, NR =, R,**=.954]. The total oit geneated b lendes unde the nonecouse ooling contact with NR and NR is equal to zeo lus.00 om the low is and minus.00 om the high is, while the otential altenative ecouse loan with R and ** ma not geneate an ositive oit desite being exclusivel chosen b the low is boowe te ollowing the unctions in Table 3, note that the ecouse loan might onl ool the low is te awa om the non-ecouse loan, in which case, howeve, it et does not geneate a ositive oit. Futhemoe, it ollows that in ode o the ecouse loan to geneate a ositive oit to lendes, the lende must incease the level o **, howeve, this in tun will uthe ush the low-is te boowe awa om 3

14 the ecouse loan to the non-ecouse loan. Hence, thee is no otential o a ecouse loan to annihilate the non-ecouse loan contact ooling equilibium. Intuitivel, note that due to the single cossing oet that is, <, low is boowes ae moe liel to ee the ecouse loan than do the high is boowes. Nonetheless, i the eament unde deault in the case o the ecouse loan R is suicientl high elative the equivalent eament in the case o the non-ecouse loan NR, then shiting awa om a non-ecouse to a ecouse loan must be accomanied b a substantial discount in the inteest ate. This, howeve, might be too costl on at o the lendes, who might not be able to maintain non-negative oits with this low inteest ate. 3 Summa While lendes in cetain maets onl oe ecouse motgage loan contacts, lendes in othe maets exclusivel oe non-ecouse motgage loans, and in et othe maets lendes oe both ecouse and non-ecouse loans. In this stud, we attemt to exlain these equilibia unde asmmetic inomation amewo. Essentiall, when boowes deault is is unobsevable to lendes, then thee exists a sceening equilibium, whee the high low deault is te boowe selselects b choosing the non-ecouse ecouse te motgage loan. Moeove, when the dieence in the cost caied b boowes in case o deault unde the ecouse and the non-ecouse motgage loan is elativel small lage a ooling equilibium ma evail whee onl ecouse non-ecouse loans ae oeed in the maet. Seveal emas should ollow the analsis. Fist, although in ou model we ee to onl two tes o boowe, ollowing Rothschild and Stiglitz 976, the extension o the model to a multi-te setting is immediate. lso, it should be noted that the natue o the costs aid unde deault in this stud is exogenous. In eect, this imlies that the loan-to-value vaiable in ou amewo is ixed and the onl choice vaiables ae the te o loan ecouse and non-ecouse and the accomanied inteest ate. Futue eseach ma uthe allow the loan-to-value atio to va among loans and, theeb, emit the cost o deault to be a unction o the chosen loan-to-value atio. 4

15 5

16 Reeences en-shaha, ann, and avid Feldman, 003. Signaling-sceening equilibium in the motgage maet. Jounal o Real Estate Finance and Economics, 6: en-shaha, ann, 006. Sceening motgage deault is: uniied theoetical amewo. Jounal o Real Estate Reseach, 83:5-39. en-shaha, ann, Gilat enchetit, and Eal Sulgani, othcoming. The Isaeli motgage maet: Motgage insuance as a mechanism o sceening deault is. In: Motgage Maets Woldwide, ed. en-shaha, Leung, and Ong. Wile-lacwell. uecne, J. K., 000. Motgage deault with asmmetic inomation. Jounal o Real Estate Finance and Economics, 0:5-74. Childs, Paul., Steven H. Ott, and Timoth J. Riddiough, 996. The value o ecouse and coss-deault clauses in commecial motgage contacting. Jounal o aning and Finance, 03:5-36. Fishe, Lnn M., and bdullah Yavas, 007. The vale o equitable edemtion in commecial motgage contacting. Jounal o Real Estate Finance and Economics, 354:4-5. Pavlov, nde, and Susan, 004. Wachte. Robbing the ban: Non-ecouse lending and asset ices. Jounal o Real Estate Finance and Economics, 83: Pose, L., and. Yavas, 00. djustable and ixed motgages as a sceening mechanism o deault is. Jounal o ban Economics, 49: Rothschild, M., and J. E. Stiglitz, 976. Equilibium in cometitive insuance maets: n essa on the economics o imeect inomation. Quatel Jounal o Economics, 90: Smith, Cliod W., and Jeold. Wane, 979. On inancial contacting: n analsis o bond covenants. Jounal o Financial Economics, 7:7-6. Stulz, Rene M., and Heb Johnson, 985. n analsis o secued debt. Jounal o Financial Economics, 44:50-. 6

Chapter 3 Savings, Present Value and Ricardian Equivalence

Chapter 3 Savings, Present Value and Ricardian Equivalence Chapte 3 Savings, Pesent Value and Ricadian Equivalence Chapte Oveview In the pevious chapte we studied the decision of households to supply hous to the labo maket. This decision was a static decision,

More information

Chapter 4: Matrix Norms

Chapter 4: Matrix Norms EE448/58 Vesion.0 John Stensby Chate 4: Matix Noms The analysis of matix-based algoithms often equies use of matix noms. These algoithms need a way to quantify the "size" of a matix o the "distance" between

More information

Firstmark Credit Union Commercial Loan Department

Firstmark Credit Union Commercial Loan Department Fistmak Cedit Union Commecial Loan Depatment Thank you fo consideing Fistmak Cedit Union as a tusted souce to meet the needs of you business. Fistmak Cedit Union offes a wide aay of business loans and

More information

est using the formula I = Prt, where I is the interest earned, P is the principal, r is the interest rate, and t is the time in years.

est using the formula I = Prt, where I is the interest earned, P is the principal, r is the interest rate, and t is the time in years. 9.2 Inteest Objectives 1. Undestand the simple inteest fomula. 2. Use the compound inteest fomula to find futue value. 3. Solve the compound inteest fomula fo diffeent unknowns, such as the pesent value,

More information

Top-Down versus Bottom-Up Approaches in Risk Management

Top-Down versus Bottom-Up Approaches in Risk Management To-Down vesus Bottom-U Aoaches in isk Management PETE GUNDKE 1 Univesity of Osnabück, Chai of Banking and Finance Kathainenstaße 7, 49069 Osnabück, Gemany hone: ++49 (0)541 969 4721 fax: ++49 (0)541 969

More information

9.5 Amortization. Objectives

9.5 Amortization. Objectives 9.5 Aotization Objectives 1. Calculate the payent to pay off an aotized loan. 2. Constuct an aotization schedule. 3. Find the pesent value of an annuity. 4. Calculate the unpaid balance on a loan. Congatulations!

More information

The Supply of Loanable Funds: A Comment on the Misconception and Its Implications

The Supply of Loanable Funds: A Comment on the Misconception and Its Implications JOURNL OF ECONOMICS ND FINNCE EDUCTION Volume 7 Numbe 2 Winte 2008 39 The Supply of Loanable Funds: Comment on the Misconception and Its Implications. Wahhab Khandke and mena Khandke* STRCT Recently Fields-Hat

More information

Real Estate Equity Derivatives

Real Estate Equity Derivatives Real Estate Equity Deivatives Geltne Mille 2 nd Edition Chapte 26 Section 26.3 Real Estate Deivatives (Index Retun Swaps) Real Estate Equity Deivatives A deivative is an asset whose value depends completely

More information

How To Know The Cost Of Delaed Dieentiation

How To Know The Cost Of Delaed Dieentiation ae-to-ode, ae-to-stoc, o Dela Poduct Dieentiation? A Common Famewo o odeling and Analsis Diwaa Gupta Saiallah Benjaaa Univesit o innesota Depatment o echanical Engineeing inneapolis, N 55455 Second evision,

More information

Spirotechnics! September 7, 2011. Amanda Zeringue, Michael Spannuth and Amanda Zeringue Dierential Geometry Project

Spirotechnics! September 7, 2011. Amanda Zeringue, Michael Spannuth and Amanda Zeringue Dierential Geometry Project Spiotechnics! Septembe 7, 2011 Amanda Zeingue, Michael Spannuth and Amanda Zeingue Dieential Geomety Poject 1 The Beginning The geneal consensus of ou goup began with one thought: Spiogaphs ae awesome.

More information

CHAPTER 10 Aggregate Demand I

CHAPTER 10 Aggregate Demand I CHAPTR 10 Aggegate Demand I Questions fo Review 1. The Keynesian coss tells us that fiscal policy has a multiplied effect on income. The eason is that accoding to the consumption function, highe income

More information

Mechanics 1: Motion in a Central Force Field

Mechanics 1: Motion in a Central Force Field Mechanics : Motion in a Cental Foce Field We now stud the popeties of a paticle of (constant) ass oving in a paticula tpe of foce field, a cental foce field. Cental foces ae ve ipotant in phsics and engineeing.

More information

Semipartial (Part) and Partial Correlation

Semipartial (Part) and Partial Correlation Semipatial (Pat) and Patial Coelation his discussion boows heavily fom Applied Multiple egession/coelation Analysis fo the Behavioal Sciences, by Jacob and Paticia Cohen (975 edition; thee is also an updated

More information

Housing in the Household Portfolio and Implications for Retirement Saving: Some Initial Finding from SOFIE

Housing in the Household Portfolio and Implications for Retirement Saving: Some Initial Finding from SOFIE Housing in the Household Potfolio and Imlications fo Retiement Saving: Some Initial Finding fom SOFIE Gant Scobie, Tinh Le and John Gibson N EW ZEALAND T REASURY W ORKING P APER 07/04 M ARCH 2007 NZ TREASURY

More information

Definitions and terminology

Definitions and terminology I love the Case & Fai textbook but it is out of date with how monetay policy woks today. Please use this handout to supplement the chapte on monetay policy. The textbook assumes that the Fedeal Reseve

More information

Regulatory requirements and commercial banks' lending rate: some theoretical perspectives

Regulatory requirements and commercial banks' lending rate: some theoretical perspectives Saat C. hal (India ans and an Systems, Volume 5, Issue 2, 200 Regulatoy equiements and commecial bans' lending ate: some theoetical pespectives Abstact This pape demonstates theoetically how the egulatoy

More information

Ilona V. Tregub, ScD., Professor

Ilona V. Tregub, ScD., Professor Investment Potfolio Fomation fo the Pension Fund of Russia Ilona V. egub, ScD., Pofesso Mathematical Modeling of Economic Pocesses Depatment he Financial Univesity unde the Govenment of the Russian Fedeation

More information

STUDENT RESPONSE TO ANNUITY FORMULA DERIVATION

STUDENT RESPONSE TO ANNUITY FORMULA DERIVATION Page 1 STUDENT RESPONSE TO ANNUITY FORMULA DERIVATION C. Alan Blaylock, Hendeson State Univesity ABSTRACT This pape pesents an intuitive appoach to deiving annuity fomulas fo classoom use and attempts

More information

How Much Should a Firm Borrow. Effect of tax shields. Capital Structure Theory. Capital Structure & Corporate Taxes

How Much Should a Firm Borrow. Effect of tax shields. Capital Structure Theory. Capital Structure & Corporate Taxes How Much Should a Fim Boow Chapte 19 Capital Stuctue & Copoate Taxes Financial Risk - Risk to shaeholdes esulting fom the use of debt. Financial Leveage - Incease in the vaiability of shaeholde etuns that

More information

Questions for Review. By buying bonds This period you save s, next period you get s(1+r)

Questions for Review. By buying bonds This period you save s, next period you get s(1+r) MACROECONOMICS 2006 Week 5 Semina Questions Questions fo Review 1. How do consumes save in the two-peiod model? By buying bonds This peiod you save s, next peiod you get s() 2. What is the slope of a consume

More information

Continuous Compounding and Annualization

Continuous Compounding and Annualization Continuous Compounding and Annualization Philip A. Viton Januay 11, 2006 Contents 1 Intoduction 1 2 Continuous Compounding 2 3 Pesent Value with Continuous Compounding 4 4 Annualization 5 5 A Special Poblem

More information

CONCEPT OF TIME AND VALUE OFMONEY. Simple and Compound interest

CONCEPT OF TIME AND VALUE OFMONEY. Simple and Compound interest CONCEPT OF TIME AND VALUE OFMONEY Simple and Compound inteest What is the futue value of shs 10,000 invested today to ean an inteest of 12% pe annum inteest payable fo 10 yeas and is compounded; a. Annually

More information

UNIT CIRCLE TRIGONOMETRY

UNIT CIRCLE TRIGONOMETRY UNIT CIRCLE TRIGONOMETRY The Unit Cicle is the cicle centeed at the oigin with adius unit (hence, the unit cicle. The equation of this cicle is + =. A diagam of the unit cicle is shown below: + = - - -

More information

Channel selection in e-commerce age: A strategic analysis of co-op advertising models

Channel selection in e-commerce age: A strategic analysis of co-op advertising models Jounal of Industial Engineeing and Management JIEM, 013 6(1):89-103 Online ISSN: 013-0953 Pint ISSN: 013-843 http://dx.doi.og/10.396/jiem.664 Channel selection in e-commece age: A stategic analysis of

More information

YIELD TO MATURITY ACCRUED INTEREST QUOTED PRICE INVOICE PRICE

YIELD TO MATURITY ACCRUED INTEREST QUOTED PRICE INVOICE PRICE YIELD TO MATURITY ACCRUED INTEREST QUOTED PRICE INVOICE PRICE Septembe 1999 Quoted Rate Teasuy Bills [Called Banke's Discount Rate] d = [ P 1 - P 1 P 0 ] * 360 [ N ] d = Bankes discount yield P 1 = face

More information

Does the Acquisition of Mines by Firms in Resource-importing Countries Decrease Resource Prices?

Does the Acquisition of Mines by Firms in Resource-importing Countries Decrease Resource Prices? ET Discussion Pae Seies 3-E-073 Does te Acquisition o Mines by Fims in esouce-imoting Counties Decease esouce Pices? HGASHDA Keisaku Kwansei Gakuin Univesity MOTA Tamaki Yamanasi Peectual Univesity MANAG

More information

Chapter 11: Aggregate Demand II, Applying the IS-LM Model Th LM t

Chapter 11: Aggregate Demand II, Applying the IS-LM Model Th LM t Equilibium in the - model The cuve epesents equilibium in the goods maket. Chapte :, Applying the - Model Th t C ( T) I( ) G The cuve epesents money maket equilibium. M L(, ) The intesection detemines

More information

AMB111F Financial Maths Notes

AMB111F Financial Maths Notes AMB111F Financial Maths Notes Compound Inteest and Depeciation Compound Inteest: Inteest computed on the cuent amount that inceases at egula intevals. Simple inteest: Inteest computed on the oiginal fixed

More information

Things to Remember. r Complete all of the sections on the Retirement Benefit Options form that apply to your request.

Things to Remember. r Complete all of the sections on the Retirement Benefit Options form that apply to your request. Retiement Benefit 1 Things to Remembe Complete all of the sections on the Retiement Benefit fom that apply to you equest. If this is an initial equest, and not a change in a cuent distibution, emembe to

More information

An Introduction to Omega

An Introduction to Omega An Intoduction to Omega Con Keating and William F. Shadwick These distibutions have the same mean and vaiance. Ae you indiffeent to thei isk-ewad chaacteistics? The Finance Development Cente 2002 1 Fom

More information

Personal Saving Rate (S Households /Y) SAVING AND INVESTMENT. Federal Surplus or Deficit (-) Total Private Saving Rate (S Private /Y) 12/18/2009

Personal Saving Rate (S Households /Y) SAVING AND INVESTMENT. Federal Surplus or Deficit (-) Total Private Saving Rate (S Private /Y) 12/18/2009 1 Pesonal Saving Rate (S Households /Y) 2 SAVING AND INVESTMENT 16.0 14.0 12.0 10.0 80 8.0 6.0 4.0 2.0 0.0-2.0-4.0 1959 1961 1967 1969 1975 1977 1983 1985 1991 1993 1999 2001 2007 2009 Pivate Saving Rate

More information

Chris J. Skinner The probability of identification: applying ideas from forensic statistics to disclosure risk assessment

Chris J. Skinner The probability of identification: applying ideas from forensic statistics to disclosure risk assessment Chis J. Skinne The pobability of identification: applying ideas fom foensic statistics to disclosue isk assessment Aticle (Accepted vesion) (Refeeed) Oiginal citation: Skinne, Chis J. (2007) The pobability

More information

FI3300 Corporate Finance

FI3300 Corporate Finance Leaning Objectives FI00 Copoate Finance Sping Semeste 2010 D. Isabel Tkatch Assistant Pofesso of Finance Calculate the PV and FV in multi-peiod multi-cf time-value-of-money poblems: Geneal case Pepetuity

More information

Promised Lead-Time Contracts Under Asymmetric Information

Promised Lead-Time Contracts Under Asymmetric Information OPERATIONS RESEARCH Vol. 56, No. 4, July August 28, pp. 898 915 issn 3-364X eissn 1526-5463 8 564 898 infoms doi 1.1287/ope.18.514 28 INFORMS Pomised Lead-Time Contacts Unde Asymmetic Infomation Holly

More information

ON THE (Q, R) POLICY IN PRODUCTION-INVENTORY SYSTEMS

ON THE (Q, R) POLICY IN PRODUCTION-INVENTORY SYSTEMS ON THE R POLICY IN PRODUCTION-INVENTORY SYSTEMS Saifallah Benjaafa and Joon-Seok Kim Depatment of Mechanical Engineeing Univesity of Minnesota Minneapolis MN 55455 Abstact We conside a poduction-inventoy

More information

Problem Set # 9 Solutions

Problem Set # 9 Solutions Poblem Set # 9 Solutions Chapte 12 #2 a. The invention of the new high-speed chip inceases investment demand, which shifts the cuve out. That is, at evey inteest ate, fims want to invest moe. The incease

More information

Chapter 7: Equilibrium in the Flexible Price Model

Chapter 7: Equilibrium in the Flexible Price Model Copyight MHHE 2005 Chapte 7: Equilibium in the Flexible Pice Model knowing what has happened to consumption spending. But consumption spending depends on income, which in tun depends on the levels o net

More information

Financial Planning and Risk-return profiles

Financial Planning and Risk-return profiles Financial Planning and Risk-etun pofiles Stefan Gaf, Alexande Kling und Jochen Russ Pepint Seies: 2010-16 Fakultät fü Mathematik und Witschaftswissenschaften UNIERSITÄT ULM Financial Planning and Risk-etun

More information

How To Find The Optimal Stategy For Buying Life Insuance

How To Find The Optimal Stategy For Buying Life Insuance Life Insuance Puchasing to Reach a Bequest Ehan Bayakta Depatment of Mathematics, Univesity of Michigan Ann Abo, Michigan, USA, 48109 S. David Pomislow Depatment of Mathematics, Yok Univesity Toonto, Ontaio,

More information

A Capacitated Commodity Trading Model with Market Power

A Capacitated Commodity Trading Model with Market Power A Capacitated Commodity Tading Model with Maket Powe Victo Matínez-de-Albéniz Josep Maia Vendell Simón IESE Business School, Univesity of Navaa, Av. Peason 1, 08034 Bacelona, Spain VAlbeniz@iese.edu JMVendell@iese.edu

More information

Integer sequences from walks in graphs

Integer sequences from walks in graphs otes on umbe Theoy and Discete Mathematics Vol. 9, 3, o. 3, 78 84 Intege seuences fom walks in gahs Enesto Estada, and José A. de la Peña Deatment of Mathematics and Statistics, Univesity of Stathclyde

More information

9:6.4 Sample Questions/Requests for Managing Underwriter Candidates

9:6.4 Sample Questions/Requests for Managing Underwriter Candidates 9:6.4 INITIAL PUBLIC OFFERINGS 9:6.4 Sample Questions/Requests fo Managing Undewite Candidates Recent IPO Expeience Please povide a list of all completed o withdawn IPOs in which you fim has paticipated

More information

How To Schedule A Cloud Comuting On A Computer (I.E. A Computer)

How To Schedule A Cloud Comuting On A Computer (I.E. A Computer) Intenational Jounal on Cloud Comuting: Sevices and Achitectue(IJCCSA,Vol., No.3,Novembe 20 STOCHASTIC MARKOV MODEL APPROACH FOR EFFICIENT VIRTUAL MACHINES SCHEDULING ON PRIVATE CLOUD Hsu Mon Kyi and Thinn

More information

Air Fuel Ratio It is expressed on a mass basis and defined as:

Air Fuel Ratio It is expressed on a mass basis and defined as: Cemical Reactions Wen analyzing eacting systems, we need to conside te cemical intenal enegy, wic is te enegy associated wit te destuction and omation o cemical bonds between te atoms. Temodynamic analysis

More information

The Lucas Paradox and the Quality of Institutions: Then and Now

The Lucas Paradox and the Quality of Institutions: Then and Now Diskussionsbeitäge des Fachbeeichs Witschaftswissenschaft de Feien Univesität Belin Volkswitschaftliche Reihe 2008/3 The Lucas Paadox and the Quality of Institutions: Then and Now Moitz Schulaick und Thomas

More information

The Role of Gravity in Orbital Motion

The Role of Gravity in Orbital Motion ! The Role of Gavity in Obital Motion Pat of: Inquiy Science with Datmouth Developed by: Chistophe Caoll, Depatment of Physics & Astonomy, Datmouth College Adapted fom: How Gavity Affects Obits (Ohio State

More information

Veröffentlicht auf. www.finexpert.info. Februar 2009

Veröffentlicht auf. www.finexpert.info. Februar 2009 F 721 Veöentlicht au www.inexpet.ino Febua 29 COST OF CPITL ND VLUTION WITH IPERFECT DIVERSIFICTION ND UNSYSTETIC RISKS Ein Sevice von: FutueValue Goup G eail: Kontakt@FutueValue.de Intenet: www.futuevalue.de

More information

Tjalling C. Koopmans Research Institute

Tjalling C. Koopmans Research Institute Tjalling C. Koopmans Reseach Institute Tjalling C. Koopmans Reseach Institute Utecht School of Economics Utecht Univesity Kiekenpitplein 1-3584 EC Utecht The Nethelands telephone +31 30 53 9800 fax +31

More information

Valuation of Floating Rate Bonds 1

Valuation of Floating Rate Bonds 1 Valuation of Floating Rate onds 1 Joge uz Lopez us 316: Deivative Secuities his note explains how to value plain vanilla floating ate bonds. he pupose of this note is to link the concepts that you leaned

More information

Ignorance is not bliss when it comes to knowing credit score

Ignorance is not bliss when it comes to knowing credit score NET GAIN Scoing points fo you financial futue AS SEEN IN USA TODAY SEPTEMBER 28, 2004 Ignoance is not bliss when it comes to knowing cedit scoe By Sanda Block USA TODAY Fom Alabama comes eassuing news

More information

Deflection of Electrons by Electric and Magnetic Fields

Deflection of Electrons by Electric and Magnetic Fields Physics 233 Expeiment 42 Deflection of Electons by Electic and Magnetic Fields Refeences Loain, P. and D.R. Coson, Electomagnetism, Pinciples and Applications, 2nd ed., W.H. Feeman, 199. Intoduction An

More information

Money Market Funds Intermediation and Bank Instability

Money Market Funds Intermediation and Bank Instability Fedeal Reseve Bank of New Yok Staff Repots Money Maket Funds Intemediation and Bank Instability Maco Cipiani Antoine Matin Buno M. Paigi Staff Repot No. 599 Febuay 013 Revised May 013 This pape pesents

More information

HIGH AVAILABILITY SOLUTION: RESOURCE USAGE MANAGEMENT IN VIRTUALIZED SOFTWARE AGING

HIGH AVAILABILITY SOLUTION: RESOURCE USAGE MANAGEMENT IN VIRTUALIZED SOFTWARE AGING Intenational Jounal o Compute Science & Inomation Technology (IJCSIT) Vol 4, No, June 0 HIGH AVAILAILITY SOLUTION: ESOUCE USAGE MANAGEMENT IN VITUALIZED SOFTWAE AGING Aye Myat Myat aing and Ni La Thein

More information

Basic Financial Mathematics

Basic Financial Mathematics Financial Engineeing and Computations Basic Financial Mathematics Dai, Tian-Shy Outline Time Value of Money Annuities Amotization Yields Bonds Time Value of Money PV + n = FV (1 + FV: futue value = PV

More information

The impact of migration on the provision. of UK public services (SRG.10.039.4) Final Report. December 2011

The impact of migration on the provision. of UK public services (SRG.10.039.4) Final Report. December 2011 The impact of migation on the povision of UK public sevices (SRG.10.039.4) Final Repot Decembe 2011 The obustness The obustness of the analysis of the is analysis the esponsibility is the esponsibility

More information

Debt Shifting in Europe

Debt Shifting in Europe Debt Shifting in Euope Fancesca Baion Paolo Panteghini Univesità di Bescia Ra aele Miniaci Univesità di Bescia Maia Laua Paisi Univesità di Bescia Mach 1, 011 Abstact This aticle aims at analyzing the

More information

UPS Virginia District Package Car Fleet Optimization

UPS Virginia District Package Car Fleet Optimization UPS Viginia Distit Pakage Ca Fleet Otimization Tavis Manning, Divaka Mehta, Stehen Sheae, Malloy Soldne, and Bian Togesen Abstat United Pael Sevie (UPS) is onstantly haged with ealigning its akage a fleet

More information

There is considerable variation in health care utilization and spending. Geographic Variation in Health Care: The Role of Private Markets

There is considerable variation in health care utilization and spending. Geographic Variation in Health Care: The Role of Private Markets TOMAS J. PHILIPSON Univesity of Chicago SETH A. SEABUY AND Copoation LEE M. LOCKWOOD Univesity of Chicago DANA P. GOLDMAN Univesity of Southen Califonia DAIUS N. LAKDAWALLA Univesity of Southen Califonia

More information

Converting knowledge Into Practice

Converting knowledge Into Practice Conveting knowledge Into Pactice Boke Nightmae srs Tend Ride By Vladimi Ribakov Ceato of Pips Caie 20 of June 2010 2 0 1 0 C o p y i g h t s V l a d i m i R i b a k o v 1 Disclaime and Risk Wanings Tading

More information

The LCOE is defined as the energy price ($ per unit of energy output) for which the Net Present Value of the investment is zero.

The LCOE is defined as the energy price ($ per unit of energy output) for which the Net Present Value of the investment is zero. Poject Decision Metics: Levelized Cost of Enegy (LCOE) Let s etun to ou wind powe and natual gas powe plant example fom ealie in this lesson. Suppose that both powe plants wee selling electicity into the

More information

NBER WORKING PAPER SERIES FISCAL ZONING AND SALES TAXES: DO HIGHER SALES TAXES LEAD TO MORE RETAILING AND LESS MANUFACTURING?

NBER WORKING PAPER SERIES FISCAL ZONING AND SALES TAXES: DO HIGHER SALES TAXES LEAD TO MORE RETAILING AND LESS MANUFACTURING? NBER WORKING PAPER SERIES FISCAL ZONING AND SALES TAXES: DO HIGHER SALES TAXES LEAD TO MORE RETAILING AND LESS MANUFACTURING? Daia Bunes David Neumak Michelle J. White Woking Pape 16932 http://www.nbe.og/papes/w16932

More information

Define What Type of Trader Are you?

Define What Type of Trader Are you? Define What Type of Tade Ae you? Boke Nightmae srs Tend Ride By Vladimi Ribakov Ceato of Pips Caie 20 of June 2010 1 Disclaime and Risk Wanings Tading any financial maket involves isk. The content of this

More information

A THEORY OF NET DEBT AND TRANSFERABLE HUMAN CAPITAL

A THEORY OF NET DEBT AND TRANSFERABLE HUMAN CAPITAL A THEORY OF NET DEBT AND TRANSFERABLE HUMAN CAPITAL Bat M. Lambecht Lancaste Univesity Management School Gzegoz Pawlina Lancaste Univesity Management School Abstact Taditional theoies of capital stuctue

More information

The Predictive Power of Dividend Yields for Stock Returns: Risk Pricing or Mispricing?

The Predictive Power of Dividend Yields for Stock Returns: Risk Pricing or Mispricing? The Pedictive Powe of Dividend Yields fo Stock Retuns: Risk Picing o Mispicing? Glenn Boyle Depatment of Economics and Finance Univesity of Cantebuy Yanhui Li Depatment of Economics and Finance Univesity

More information

Coordinate Systems L. M. Kalnins, March 2009

Coordinate Systems L. M. Kalnins, March 2009 Coodinate Sstems L. M. Kalnins, Mach 2009 Pupose of a Coodinate Sstem The pupose of a coodinate sstem is to uniquel detemine the position of an object o data point in space. B space we ma liteall mean

More information

Improving Network Security Via Cyber-Insurance A Market Analysis

Improving Network Security Via Cyber-Insurance A Market Analysis 1 Impoving Netwok Secuity Via Cybe-Insuance A Maket Analysis RANJAN PAL, LEANA GOLUBCHIK, KONSTANTINOS PSOUNIS Univesity of Southen Califonia PAN HUI Hong Kong Univesity of Science and Technology Recent

More information

AN IMPLEMENTATION OF BINARY AND FLOATING POINT CHROMOSOME REPRESENTATION IN GENETIC ALGORITHM

AN IMPLEMENTATION OF BINARY AND FLOATING POINT CHROMOSOME REPRESENTATION IN GENETIC ALGORITHM AN IMPLEMENTATION OF BINARY AND FLOATING POINT CHROMOSOME REPRESENTATION IN GENETIC ALGORITHM Main Golub Faculty of Electical Engineeing and Computing, Univesity of Zageb Depatment of Electonics, Micoelectonics,

More information

Trading Volume and Serial Correlation in Stock Returns in Pakistan. Abstract

Trading Volume and Serial Correlation in Stock Returns in Pakistan. Abstract Tading Volume and Seial Coelation in Stock Retuns in Pakistan Khalid Mustafa Assistant Pofesso Depatment of Economics, Univesity of Kaachi e-mail: khalidku@yahoo.com and Mohammed Nishat Pofesso and Chaiman,

More information

Determining solar characteristics using planetary data

Determining solar characteristics using planetary data Detemining sola chaacteistics using planetay data Intoduction The Sun is a G type main sequence sta at the cente of the Sola System aound which the planets, including ou Eath, obit. In this inestigation

More information

A comparison result for perturbed radial p-laplacians

A comparison result for perturbed radial p-laplacians A comaison esult fo etubed adial -Lalacians Raul Manásevich and Guido Swees Diectoy Table of Contents Begin Aticle Coyight c 23 Last Revision Date: Ail 1, 23 Table of Contents 1. Intoduction and main esult

More information

HEALTHCARE INTEGRATION BASED ON CLOUD COMPUTING

HEALTHCARE INTEGRATION BASED ON CLOUD COMPUTING U.P.B. Sci. Bull., Seies C, Vol. 77, Iss. 2, 2015 ISSN 2286-3540 HEALTHCARE INTEGRATION BASED ON CLOUD COMPUTING Roxana MARCU 1, Dan POPESCU 2, Iulian DANILĂ 3 A high numbe of infomation systems ae available

More information

Concept and Experiences on using a Wiki-based System for Software-related Seminar Papers

Concept and Experiences on using a Wiki-based System for Software-related Seminar Papers Concept and Expeiences on using a Wiki-based System fo Softwae-elated Semina Papes Dominik Fanke and Stefan Kowalewski RWTH Aachen Univesity, 52074 Aachen, Gemany, {fanke, kowalewski}@embedded.wth-aachen.de,

More information

Part VI: Active Portfolio Management

Part VI: Active Portfolio Management 1 Potolio anagement Pime Pime I: Top-Down Potolio anagement Capital vs. sset allocation aowitz secuity selection model Pime II: sset Picing odels CP (Theoy & Pactice Index & ulti-facto odels Pime III:

More information

Financing Terms in the EOQ Model

Financing Terms in the EOQ Model Financing Tems in the EOQ Model Habone W. Stuat, J. Columbia Business School New Yok, NY 1007 hws7@columbia.edu August 6, 004 1 Intoduction This note discusses two tems that ae often omitted fom the standad

More information

Questions & Answers Chapter 10 Software Reliability Prediction, Allocation and Demonstration Testing

Questions & Answers Chapter 10 Software Reliability Prediction, Allocation and Demonstration Testing M13914 Questions & Answes Chapte 10 Softwae Reliability Pediction, Allocation and Demonstation Testing 1. Homewok: How to deive the fomula of failue ate estimate. λ = χ α,+ t When the failue times follow

More information

Intertemporal Macroeconomics

Intertemporal Macroeconomics Intetempoal Macoeconomics Genot Doppelhofe* May 2009 Fothcoming in J. McCombie and N. Allington (eds.), Cambidge Essays in Applied Economics, Cambidge UP This chapte eviews models of intetempoal choice

More information

A Note on Risky Bond Valuation

A Note on Risky Bond Valuation A Note on Risky Bond Valuation C. H. Hui Banking Poliy Depatment Hong Kong Monetay Authoity 0th Floo,, Gaden Road, Hong Kong Email: Cho-Hoi_Hui@hkma.gov.hk C. F. Lo Physis Depatment The Chinese Univesity

More information

Open Economies. Chapter 32. A Macroeconomic Theory of the Open Economy. Basic Assumptions of a Macroeconomic Model of an Open Economy

Open Economies. Chapter 32. A Macroeconomic Theory of the Open Economy. Basic Assumptions of a Macroeconomic Model of an Open Economy Chapte 32. A Macoeconomic Theoy of the Open Economy Open Economies An open economy is one that inteacts feely with othe economies aound the wold. slide 0 slide 1 Key Macoeconomic Vaiables in an Open Economy

More information

GESTÃO FINANCEIRA II PROBLEM SET 1 - SOLUTIONS

GESTÃO FINANCEIRA II PROBLEM SET 1 - SOLUTIONS GESTÃO FINANCEIRA II PROBLEM SET 1 - SOLUTIONS (FROM BERK AND DEMARZO S CORPORATE FINANCE ) LICENCIATURA UNDERGRADUATE COURSE 1 ST SEMESTER 2010-2011 Chapte 1 The Copoation 1-13. What is the diffeence

More information

Loyalty Rewards and Gift Card Programs: Basic Actuarial Estimation Techniques

Loyalty Rewards and Gift Card Programs: Basic Actuarial Estimation Techniques Loyalty Rewads and Gift Cad Pogams: Basic Actuaial Estimation Techniques Tim A. Gault, ACAS, MAAA, Len Llaguno, FCAS, MAAA and Matin Ménad, FCAS, MAAA Abstact In this pape we establish an actuaial famewok

More information

Software Engineering and Development

Software Engineering and Development I T H E A 67 Softwae Engineeing and Development SOFTWARE DEVELOPMENT PROCESS DYNAMICS MODELING AS STATE MACHINE Leonid Lyubchyk, Vasyl Soloshchuk Abstact: Softwae development pocess modeling is gaining

More information

MERGER SIMULATION AS A SCREENING DEVICE: SIMULATING THE EFFECTS OF THE KRAFT/CADBURY TRANSACTION

MERGER SIMULATION AS A SCREENING DEVICE: SIMULATING THE EFFECTS OF THE KRAFT/CADBURY TRANSACTION MERGER SIMULATION AS A SCREENING DEVICE: SIMULATING THE EFFECTS OF THE KRAFT/CADBURY TRANSACTION Enique Andeu, Kisten Edwads, Aleando Requeo 1,2 Novembe 2010 Abstact In this aticle we pesent a method that

More information

Controlling the Money Supply: Bond Purchases in the Open Market

Controlling the Money Supply: Bond Purchases in the Open Market Money Supply By the Bank of Canada and Inteest Rate Detemination Open Opeations and Monetay Tansmission Mechanism The Cental Bank conducts monetay policy Bank of Canada is Canada's cental bank supevises

More information

The transport performance evaluation system building of logistics enterprises

The transport performance evaluation system building of logistics enterprises Jounal of Industial Engineeing and Management JIEM, 213 6(4): 194-114 Online ISSN: 213-953 Pint ISSN: 213-8423 http://dx.doi.og/1.3926/jiem.784 The tanspot pefomance evaluation system building of logistics

More information

Comparing Availability of Various Rack Power Redundancy Configurations

Comparing Availability of Various Rack Power Redundancy Configurations Compaing Availability of Vaious Rack Powe Redundancy Configuations White Pape 48 Revision by Victo Avela > Executive summay Tansfe switches and dual-path powe distibution to IT equipment ae used to enhance

More information

Strength Analysis and Optimization Design about the key parts of the Robot

Strength Analysis and Optimization Design about the key parts of the Robot Intenational Jounal of Reseach in Engineeing and Science (IJRES) ISSN (Online): 2320-9364, ISSN (Pint): 2320-9356 www.ijes.og Volume 3 Issue 3 ǁ Mach 2015 ǁ PP.25-29 Stength Analysis and Optimization Design

More information

Research and the Approval Process

Research and the Approval Process Reseach and the Appoval Pocess Emeic Heny y Maco Ottaviani z Febuay 2014 Abstact An agent sequentially collects infomation to obtain a pincipal s appoval, such as a phamaceutical company seeking FDA appoval

More information

Rock Compressibility. Reservoir Pressures. PET467E A Note on Rock Compressibility

Rock Compressibility. Reservoir Pressures. PET467E A Note on Rock Compressibility Rock Comessiility PET467E A Note on Rock Comessiility M. Onu Sing 007 A esevoi consists of an imevious cove o ca ock ovelying a oous and emeale ock. The density diffeences etween the oil, gas and wate

More information

Contingent capital with repeated interconversion between debt and equity

Contingent capital with repeated interconversion between debt and equity Contingent capital with epeated inteconvesion between debt and equity Zhaojun Yang 1, Zhiming Zhao School of Finance and Statistics, Hunan Univesity, Changsha 410079, China Abstact We develop a new type

More information

Saving and Investing for Early Retirement: A Theoretical Analysis

Saving and Investing for Early Retirement: A Theoretical Analysis Saving and Investing fo Ealy Retiement: A Theoetical Analysis Emmanuel Fahi MIT Stavos Panageas Whaton Fist Vesion: Mach, 23 This Vesion: Januay, 25 E. Fahi: MIT Depatment of Economics, 5 Memoial Dive,

More information

Experimentation under Uninsurable Idiosyncratic Risk: An Application to Entrepreneurial Survival

Experimentation under Uninsurable Idiosyncratic Risk: An Application to Entrepreneurial Survival Expeimentation unde Uninsuable Idiosyncatic Risk: An Application to Entepeneuial Suvival Jianjun Miao and Neng Wang May 28, 2007 Abstact We popose an analytically tactable continuous-time model of expeimentation

More information

Exam #1 Review Answers

Exam #1 Review Answers xam #1 Review Answes 1. Given the following pobability distibution, calculate the expected etun, vaiance and standad deviation fo Secuity J. State Pob (R) 1 0.2 10% 2 0.6 15 3 0.2 20 xpected etun = 0.2*10%

More information

Data Center Demand Response: Avoiding the Coincident Peak via Workload Shifting and Local Generation

Data Center Demand Response: Avoiding the Coincident Peak via Workload Shifting and Local Generation (213) 1 28 Data Cente Demand Response: Avoiding the Coincident Peak via Wokload Shifting and Local Geneation Zhenhua Liu 1, Adam Wieman 1, Yuan Chen 2, Benjamin Razon 1, Niangjun Chen 1 1 Califonia Institute

More information

Liquidity and Insurance for the Unemployed

Liquidity and Insurance for the Unemployed Liquidity and Insuance fo the Unemployed Robet Shime Univesity of Chicago and NBER shime@uchicago.edu Iván Wening MIT, NBER and UTDT iwening@mit.edu Fist Daft: July 15, 2003 This Vesion: Septembe 22, 2005

More information

2. TRIGONOMETRIC FUNCTIONS OF GENERAL ANGLES

2. TRIGONOMETRIC FUNCTIONS OF GENERAL ANGLES . TRIGONOMETRIC FUNCTIONS OF GENERAL ANGLES In ode to etend the definitions of the si tigonometic functions to geneal angles, we shall make use of the following ideas: In a Catesian coodinate sstem, an

More information

Internet auctions are characterized by the separation of

Internet auctions are characterized by the separation of Shibo Li, Kannan Sinivasan, & Baohong Sun Intenet Auction Featues as Quality Signals Intenet auction companies have developed innovative tools that enable selles to eveal moe infomation about thei cedibility

More information

Nontrivial lower bounds for the least common multiple of some finite sequences of integers

Nontrivial lower bounds for the least common multiple of some finite sequences of integers J. Numbe Theoy, 15 (007), p. 393-411. Nontivial lowe bounds fo the least common multiple of some finite sequences of integes Bai FARHI bai.fahi@gmail.com Abstact We pesent hee a method which allows to

More information

PACE: Policy-Aware Application Cloud Embedding

PACE: Policy-Aware Application Cloud Embedding PACE: Policy-Awae Alication Cloud Embedding Li Ean Li Vahid Liaghat Hongze Zhao MohammadTaghi Hajiaghayi Dan Li Godon Wilfong Y. Richad Yang Chuanxiong Guo Bell Labs Micosoft Reseach Asia Tsinghua Univesity

More information

The force between electric charges. Comparing gravity and the interaction between charges. Coulomb s Law. Forces between two charges

The force between electric charges. Comparing gravity and the interaction between charges. Coulomb s Law. Forces between two charges The foce between electic chages Coulomb s Law Two chaged objects, of chage q and Q, sepaated by a distance, exet a foce on one anothe. The magnitude of this foce is given by: kqq Coulomb s Law: F whee

More information

INITIAL MARGIN CALCULATION ON DERIVATIVE MARKETS OPTION VALUATION FORMULAS

INITIAL MARGIN CALCULATION ON DERIVATIVE MARKETS OPTION VALUATION FORMULAS INITIAL MARGIN CALCULATION ON DERIVATIVE MARKETS OPTION VALUATION FORMULAS Vesion:.0 Date: June 0 Disclaime This document is solely intended as infomation fo cleaing membes and othes who ae inteested in

More information