PENSION REFORM IN BELGIUM: A NEW POINTS SYSTEM BETWEEN DB and DC

Size: px
Start display at page:

Download "PENSION REFORM IN BELGIUM: A NEW POINTS SYSTEM BETWEEN DB and DC"

Transcription

1 PENSION REFORM IN BELGIUM: A NEW POINS SYSEM BEWEEN B and C Pierre EVOLER (*) (March 3 s, 05) Absrac More han in oher counries, he Belgian firs pillar of public pension needs urgen and srucural reforms in order o resore financial susainabiliy and inergeneraional equiy. In he las decades only small parameric changes have been made and ime has come o hink abou he fuure. Las year, a commission of academic expers has been appoined by he Belgian governmen in order o propose a new pension archiecure. his commission has proposed o implemen a pay as you go sysem based on a poins mechanism wih a risk sharing logic beween acive people and reirees. his sysem can be considered as an inermediae soluion beween B (efined Benefi) and C (efined Conribuion). he purpose of his paper is o presen he underlying principles of his sysem, o discuss is advanages and disadvanages and o address various acuarial challenges generaed by he new proposed formula. Keywords Pension reform, Social securiy, Pay as you go, Musgrave rule (*) Professor, Universié Caholique de Louvain (UCL), Insiue of Saisic, Biosaisic and Acuarial Science (ISBA) 0 Voie du Roman Pays, 348 Louvain la Neuve, Belgium, ([email protected])

2 . Inroducion As in many counries, he Belgian firs pillar of pension, based on a pay as you go mechanism and a efined Benefi archiecure, is under pressure and needs fundamenal reforms o guaranee simulaneously long erm susainabiliy and social fairness. Even if some parameric changes have been decided hese las years, no fundamenal decisions have been aken o resore he long-erm viabiliy and he global coherence of he sysem (see for insance evolder, 00). he absence of global reforms conrass a lo wih he siuaion in oher counries where fundamenal reforms emerged hese las years, such as he Noional efined Conribuion (NC) in Sweden (Holzman e al., 0; Palmer, 000; Seergren, 00), he inroducion of a susainabiliy facor in Germany ( Borsch-Supan e al., 003) of oher echniques of auomaic adjusmen (Vidal- Melia e al, 006; Knell, 00). In Belgium, however, here have been no real reforms, despie is negaive financial rend. he evoluion of he expendiure is negaively affeced no only by ageing and pappy boom (as in many wesern counries), bu also by he bad level of aciviy (see for insance he Ageing repor, 05). Neverheless, afer years of silence, an increasing poliical awareness seems finally o appear. In his conex, in 03, he Belgian governmen decided o ask a commission of academic expers o propose a new srucure for he Belgian public pensions. he resuls of his commission have been published in a repor (Commission , 04). he aim of his paper is o presen some of he ideas proposed by his commission. In paricular, we would like o address he problem of he risk sharing beween conribuors and reirees. In a classical pension archiecure, based on a B philosophy (resp. a C philosophy) all he risks are borne by he conribuors (resp. he reirees). he idea presened by he commission is o creae an auomaic adjusmen of he replacemen rae and he conribuion rae based on a sharing of he risks beween conribuors and reirees. One possible soluion in his conex is o use he so called Musgrave rule based on a modified replacemen rae. his rule is noe relaed o he gross salary, bu o he salary, ne of pension conribuions. However, oher sharing rules beween he wo generaions are possible. One of he aims of his paper is o presen various sharing rules and o measure he level of solidariy generaed by hese adjusmen echniques. We use for ha a simple deerminisic model, where he main driver is he dependence raio (raio beween he number of reirees and he number of workers). In paricular, we inroduce wo differen ways o model he impac of a change of he dependence raio on he conribuion and he replacemen raes. he firs one is based on a raio beween he change in he conribuion rae and he change in he replacemen rae. he second one

3 inroduces a convex invarian (convex combinaion beween he conribuion rae and he replacemen rae). In boh cases, B and C schemes appear o be exreme soluions for he parameers and he Musgrave rule is one of he possible inermediae sysems. Oher examples of mix beween B and C are proposed. he paper is organized as follows. Secion briefly summarizes he pension formula for he exising Belgian firs pillar for employees. Secion 3 explains he new poins sysem proposed by he commission of expers. In secion 4 we illusrae he link beween his sysem and a NC scheme. In secion 5, we develop he Musgrave rule generaing an inermediae sysem beween B and C (sysem called M efined Musgrave). his approach is generalized in secions 6 and 7. In secion 6, we define a risk sharing coefficien, comparing in case of change of he dependence raio, he impac in erms of conribuion rae and replacemen rae. In his conex we inroduce a efined Equal sharing plan where he change of he dependence raio has a same proporional effec on he conribuion and he replacemen raes. We compue also his risk sharing coefficien for he M and show ha his coefficien is no consan. We prove also ha in general his sysem is closer o B han C. In secion 7, we propose anoher approach of mixing by considering a convex combinaion beween he conribuion rae and he replacemen rae. he Musgrave rule is presened as a naural example. Secion 8 concludes he paper.. he exising efined Benefi sysem in he Belgian firs pillar he exising firs pillar of pension in Belgium is a classical combinaion of Pay-as-you-Go (PAYG) and efined Benefi (B). For insance, for employees, he pension formula is based on he average of indexed salaries; more precisely, he normal reiremen age is 65 and he amoun of pension is given by: P = 0,60.( S. h(,)) 45 = 45 where : P = pension = reiremen year S = salary of year ( wih applicaion of a wageceiling) h(, ) = indexaion coefiicien beween year and year (.) 3

4 his sysem presens many drawbacks: - financial susainabiliy is under pressure; - no ransparency; - oo many incenives for early reiremens; - no acuarial fairness. 3. A new poins sysem he pension reform s commission has proposed o move from his B framework o a new sysem having hree main characerisics: -a) PAYG financing b) benefi compuaion based on a poins sysem c) risk sharing mechanism beween B and C. In such a sysem, he pension formula is described as follows: a) during he acive career: each year, every conribuor receives a number of poins given by he raio beween his own salary and a reference salary, fixed each year. he reference salary could be for insance he mean salary of he economy: n S = S r where : n = number of poins for year (3.) S = individualsalary of year S r = reference salary of year b) he oal number of poins accumulaed a reiremen age by a pension paricipan, for a career of M years, is given by: N = n = M (3.) For example, when M=45, somebody earning each year exacly he reference salary, will obain exacly 45 poins a reiremen. he oal number of poins is herefore a sor of meric of he lengh of he career, correced of course by he level of salary. 4

5 c) he pension a reiremen age is given by he following formula: P = N. V. ρ where : N = oal number of poins V = value of he poin ( in ) ρ = acuarial coefficien he value of he poin V is fixed every year aking ino accoun simulaneously differen goals o combine. I should ensure a susainable individual pension based on an adequae replacemen rae, while providing a relaive sabiliy o he conribuion rae. ifferen poliical choices can be made concerning he risk sharing beween conribuors and reirees. his poin will be addressed in deail in secion 5. he acuarial correcion mus ake ino accoun he reiremen age and he lengh of he career (oal or parial acuarial neuraliy) and is based on life expecancies. (3.3) d) afer reiremen, he pension is indexed, aking ino accoun he evoluion of he salaries and he susainabiliy of he regime: P = P. h. η + where : h = indexaion coefficien η = susainabiliy facor (3.4) As a firs simple example of deerminaion of he value of he poin, consider a arge in erms of replacemen rae for a represenaive agen ( B philosophy). Le us assume an affiliae wih a salary equal each year o he reference salary ; in order o obain a full pension we ask his affiliae o work during a reference period denoed by N*. We don apply in his case any acuarial correcion (ρ = ) and he pension (3.3) becomes: P = N *. V he value of he poin can be fixed by reference o a replacemen rae : (3.5) P =. S r (3.6) he value of he poin is hen : V r.s = N * (3.7) 5

6 For a replacemen rae of 60% and a reference period for he career of 45 years, he value of he poin is hen equal o.33 % of he reference salary. 4. Comparison wih a NC scheme here are clear analogies beween his poins sysem and a Noional efined Conribuion scheme (NC). In a NC scheme (see for insance Holzman e al.,0), he pension can be wrien (assuming a reiremen age of 65): P =..S. g(,) a 65 = 45 where : P = pension = reiremen year S = salary of year (wih ceiling) (4.) = conribuion rae g(, ) = revalorizaion based on noional raes a 65 = annuiy price a reiremen age I is easy o see ha formula (4.) can be seen as a paricular choice of he general poin formula (3.3). Inroducing in formula (4.) he reference salary, we obain: S r P =... (g(,).s ) a r 65 = 45 S If we assume, as usual in NC sysems, ha he revalorizaion coefficiens are in line wih he increase of he mean salary, we can wrie: So finally: he value of he poin is hen: g(,).s 65 r = S r r P =..S.N a V.S = a 65 r he replacemen rae for a reference salary is no consan anymore bu given by: 6

7 .N = a Beween B and C: he Musgrave rule he poin sysem presened in secion 3 is a very flexible archiecure and can be modelled using various calibraions. he key quesion is how o fix he value of he poin and how o adap auomaically he sysem o exogenous shocks. We have already proposed wo ways o define he poin (formula (3.7) in a B philosophy and formula (4.) in a NC conex). In a B framework, here is an absolue guaranee for he reirees (fixed replacemen rae) and he conribuors mus suppor he risks; in a C framework, here is an absolue sabiliy for he conribuors (fixed conribuion rae) and he replacemen rae is adjused. he poins sysem can exend his dualiy by allowing many oher mechanisms of risk sharing beween reirees and acive workers. In order o model he demographic risk, le us assume an iniial sable siuaion ( denoed by sae ) composed only of reprenaive agens ( same salary and same career) receiving a pension based on a replacemen rae ( wih 0 < < ) and a conribuion rae. We denoe by he dependence raio (raio beween he number of reirees and he number of conribuors). he sysem is hen given by he wo equaions : - budge equaion :.P =.S - pension equaion: P =.S he equilibrium beween he parameers is obained when he following classical condiion is fulfilled: =. (5.) Accordingly o formula (3.7), he value of he poin is given by : V r.s = (5.) N* Suppose now ha he sysem moves o anoher sage characerized by anoher dependence raio denoed by. We will ofen assume ha > (ageing of he populaion). We wan o define he new parameers and, sill linked by : =. a) in a B scheme, he replacemen rae has o remain consan and he conribuion rae mus 7

8 increase ( risk is only borne by he conribuors) : = = =. b) in a C srucure ( for insance NC ), he conribuion rae has o remain fix and he replacemen rae will decrease ( risk is only borne by he reirees) : = = =. c) Musgrave (98) has proposed anoher invarian leading o a form of sharing of he risk beween he wo generaions. Le us define he Musgrave raio as he raio beween he pension and he salary ne of pension conribuions : P M = = S ( ) ( ) In a B srucure, he Musgrave raio increases when he dependence raio increases: In a C srucure, he Musgrave raio decreases : M = = ( ) ( / ) M = =. ( ) ( ) In he Musgrave rule, called here M ( efined Musgrave),we wan o sabilize his coefficien : (5.3) (5.4) (5.5) M = M = M (5.6) In his philosophy, he new replacemen rae can be easily obained using (5.) : = = M ( ) ( ) M so : = (5.7) + M. By using (5.) again, he conribuion rae becomes :.M = (5.8) + M. We can also compare old and new values of he wo parameers : 8

9 a) replacemen rae: M = = + M. / ( ) +. =. +.( ) In a C scheme, he new replacemen rae was given by : In a B scheme, he replacemen rae remains consan : (5.9) =. (5.0) = (5.) We can obain he following rule, showing ha efined Musgrave can be seen as an inermediary beween efined Benefi ( no influence of he dependence raio on he replacemen rae) and efined Conribuion ( full influence of he dependence raio ) : Propery 5.. : If he dependence raio increases ( > ) and if he iniial conribuion rae 0 < <, hen we have he following inequaliy: >. >. + ( ) (5.) Or: B M C > > Proof: (i). > + ( ) is a direc consequence of: > (ii). >. + ( ) or: >.( + ( )) Or: >. ( ) =.( ) Or: < 9

10 b) conribuion rae: /..M = = + M. / + =.. +.( ) In a B scheme he new conribuion rae was given by: =. In a C scheme he conribuion rae remains consan: = hen we have he following propery similar o propery 5.. : Propery 5.. : If he dependence raio increases ( > ) and if he iniial conribuion rae 0 < <, hen we have he following inequaliy: <. <. + ( ) (5.3) Or: Proof: (i) <. + ( ) C C M B = < < Or: + ( ) < Or: < (ii). <. + ( ) is direc consequence of: +.( ) > Remark ha, if he populaion is geing younger raher han ageing (i.e. < ), he order relaions given in properies 5. and 5. are reversed. Formulas (5.) and (5.3) show ha he efined Musgrave approach can be seen as an inermediary beween B and C in erms of conribuion raes and replacemen raes. In a M scheme, he wo raes move ogeher in opposie direcions (increase of he conribuion rae and 0

11 decrease of he replacemen rae).conribuors and reirees are affeced by he demographic risk. able summarizes he hree choices (B, C, and M). ABLE : Conribuion rae and replacemen rae formula in B, C and M Conribuion rae Replacemen rae Value of he poin efined Benefi = = =. efined Conribuion efined Musgrave V.S = V = N * = = =. V = V. =. +.( ) =. +.( ) = R V V. +.( ) Example 5.: Le us assume an iniial seady sae characerized by he following parameers: - iniial dependence raio: = iniial replacemen rae: = iniial conribuion rae : = 0.40 x 0.50 = 0.0 hen able gives for various values of he new dependence raio he new conribuion rae and replacemen rae in he hree srucures ( B, C and M) : ABLE : numerical comparison beween B, C and M =0,5 =0,35 =0,45 =0,50 =0,60 B C M

12 6. Risk sharing coefficien he defined Musgrave mechanism can be considered as an inermediae scheme beween B and C. We can develop a whole family of inermediae soluions beween B and C where a change of he dependence raio is no suppored only by he reirees (C) or only by he conribuors (B) bu is shared beween he wo groups. In order o inroduce his family, we sar from a seady sae given by he equilibrium equaion (5.). A change in he dependence raio generaes new values for he conribuion rae and he replacemen rae, sill soluions of he equaion: We inroduce he following noaion: =. (6.) = ( + λ ) = ( λ ) he parameers λ represen he relaive changes in he wo raes. Equilibrium relaion (6.) gives he following relaion beween hese parameers: ( ).( ) (6.) + λ = λ (6.3) We can also inroduce a risk sharing coefficien, comparing he effors suppored by he conribuors and he reirees: λ ρ = (6.4) λ If his coefficien is equal o, he risk is equally shared by he wo generaions. We compue firs he values of hese new parameers in he hree sysems inroduced in secion 5. a) In a B scheme, we have by definiion: λ = Equaion (6.3) gives he oher parameer: 0 + λ = or: λ = (6.5) he risk sharing coefficien is hen: ρ = + (6.6)

13 b) In a C scheme, we have by definiion: λ = Equaion (6.3) gives he oher parameer: 0 = ( λ ) or: λ = (6.7) he risk sharing coefficien is hen: ρ = 0 (6.8) c) In a M scheme, i comes, using able : - for he conribuion par: =. =.( + λ ) +.( ) ( )( ) λ =.( ) or: + - for he replacemen rae: =. =.( λ ) +.( ).( ).( ) or: λ = + he risk sharing coefficien in a M scheme is : λ ( ).( ) +.( ) ρ = =. λ + ( ).( ) = = For naural values of he conribuion rae ( < 0.5), his sharing coefficien is higher han, showing ha in a efined Musgrave, conribuors made a bigger effor han he reirees ( sysem closer o B han C). In example 5. ( = 0. ), his coefficien is equal o 4. Le us remark ha in a efined Musgrave, his coefficien depends on he conribuion rae. herefore, successive applicaions of his rule will change he value of he risk sharing coefficien (along wih he change in he conribuion rae). So a defined Musgrave canno be considered as a sysem wih a consan risk sharing coefficien. (6.9) 3

14 Apar from hese hree sysems, we are now able o develop oher sharing rules. d) For insance, a naural candidae is characerized by a risk sharing coefficien equal o. We could call his rule E (efined Equal sharing). In his case, we have: λ = λ = λ hen equaion (6.3) becomes: ( + λ ) =.( λ ) or: λ = + In his case, using formula (6.) he new conribuion and replacemen raes are respecively given by: = = (6.0) (6.) e) In general, we can characerize a pension scheme by of is level of solidariy beween reirees and conribuors, summarized by he coefficien ρ. A value of ρ > ( resp. ρ <) generaes more effor from he conribuors ( resp. he reirees), he B and he C being he wo limi echniques. he parameers are hen soluion of he wo equaions: he soluion is given by: ( + λ ) = ( λ) λ = ρ. λ λ( ρ ) = + ρ. λ( ρ ) = ρ. + ρ. he conribuion and replacemen raes become: =.( + ρ). + ρ. =.( + ρ). + ρ. (6.) (6.3) he C, B and M frameworks seen before are paricular cases of hese general formulas for risk sharing coefficien ρ respecively equal o ρ = 0; ρ = + ; ρ = ( ) /. 4

15 Example 6. Using he same assumpions as in example 5., able 3 compares he effec of he risk sharing coefficien on he conribuion rae and he replacemen rae ABLE 3: numerical comparison of he conribuion rae and he replacemen rae for various values of he risk sharing coefficien ρ=0 (C) =0,5 =0,35 =0,45 =0,50 =0, ρ= ρ= (E) ρ= (M) ρ= ρ = (B) A convex invarian he Musgrave rule can also be revisied using a convex combinaion beween he replacemen rae and he conribuion rae and asking his combinaion o say consan in case of a demographic shock. his inerpreaion will allow us o consider again a whole family of inermediae schemes beween 5

16 B and C. he efined Musgrave is based on he following invarian ( cf. equaion (5.5)): his relaion can be wrien : or : M = M = + M. M M. +. = + M + M + M or: α. + ( α). = α (7.) his las relaion shows ha in a M, a convex combinaion of he conribuion rae and he replacemen rae has o remain consan. he coefficien α of he combinaion being equal o: α = = + M + In example 5., his coefficien α is equal o 0.6, showing once again ha M is closer o B han C. In general, he convex parameer α of a M will be greaer han 0.5 if: > + or: + < or by using (5.): < + < + Relaion (7.) allows us o generalize he M approach by choosing oher values of he convex coefficien α. I is already easy o see ha a B scheme corresponds o he case α = and a C scheme o he case α =0. In general, a convex invarian risk sharing will be based on he following rule: where he coefficien α is chosen beween 0 (C) and (B). α. + ( α). = consan (7.) his coefficien α can be seen as a measure of he imporance given o he reirees; α being he measure of he imporance given o he conribuors. In case of a demographic shock, he new conribuion and replacemen raes become hen soluions of he following equaions : α. + ( α). = α. + ( α). =. 6

17 So we obain he new raes as funcion of he convex coefficien : =. α + α + ( α). ( α ). α + ( α). =.. α + ( α). For insance, if α = 0.5 ( equal weigh beween conribuion rae and replacemen rae ), we obain: + =. + + =.. + he following propery gives a link beween his convex parameer α and he risk sharing coefficien ρ inroduced in secion 6 (formula (6.4)): Propery 7.. : he risk sharing coefficien ρ given by (6.4) and he convex parameer α given by (7.) are linked (7.3) (7.4) by he relaion: α ρ =. α Proof : he replacemen rae expressed in erms of he risk sharing coefficien ρ is given by ( 6.3): (7.5) =.( + ρ). + ρ. On he oher hand, he replacemen rae in erms of he convex parameer α is given by (7.3): So he equivalence condiion is : =. α + α + ( α). ( α ). α + ( α ). ( + ρ) = α + ( α ). + ρ which gives afer simple compuaions : α ρ =. α he same developmen wih he conribuion rae generaes he same relaion. Remark: Relaion (7.5) shows ha if we look a a pension sysem on a muli period model wih successive changes in he dependence raio and herefore successive applicaions of he auomaic adjusmen, 7

18 he wo coefficiens α and ρ canno remain simulaneously consan across ime, apar from he wo limi siuaions of a B or a C. For insance, a M scheme is characerized by a consan α =, (see (7.)), bu is risk sharing coefficien given by (6.9) will change on ime + M ogeher wih he conribuion rae. On he oher hand, he E sysem is defined by a consan risk sharing coefficien ( ρ =) ( 6.), bu is convex parameer will change on ime (given by : α = ) Conclusion NC and classical B social securiy sysems can be seen as exreme soluions in he risk sharing beween reirees and conribuors. he Musgrave echnique (using a replacemen rae expressed in erms of salaries, ne of pension conribuions) is an inermediae soluion ha has been considered in he proposiion of reform based on a poins sysem for Belgium. his approach seems o bring more solidariy and equiy beween he generaions han in a pure B or C scheme, where only one generaion bears he risk. However, his Musgrave sysem is bu one example of mix beween B and C and is based on a solidariy level ha can be challenged. In his paper, we inroduce wo ways o exend hese hree sysems ino a coninuous family of sysems wih an auomaic adjusmen mechanism based on some consrain. In secion 6 we propose a firs family based on he inuiive reques of a fixed raio beween he variaion of he conribuion rae and he variaion of he replacemen rae; in secion 7 we inroduce a convex mix beween he replacemen rae and he conribuion rae. he Musgrave rule is a paricular case of his las philosophy. hese differen formulas allow he Sae o decide he level of solidariy o be injeced in he social securiy. In his paper we have considered only a deerminisic model on wo periods of ime. Fuure exension will examine sochasic models wih more han wo periods and he sabiliy issue of hese adjusmens. 8

19 References Borsch-Supan, A., A.Reil-Held and C.B.Wilke (003) How o make a defined benefi sysem susainable: he susainabiliy facor in he German Benefi Indexaion formula. iscussion paper 37/003, Mannheim Insiue for he Economics of Aging Commission (04) Un conra social performan e fiable, hp://pension040.belgium.be/fr/ evolder, P. (00) Perspecives pour nos régimes de pension légale. Revue Belge de Sécurié sociale»,4,p isney, R. (996) Can we afford o grow older. he MI Press, London European Commission (04) he 05 Ageing Repor, European Economy 8/04 Holzmann, R., E. Palmer and. Robalino (0) Non-financial efined Conribuion Pension schemes in a changing Pension world, Vol., Washingon.C., World Bank Knell M. (00) How auomaic adjusmen facors affec he inernal rae of reurn of PAYG pension sysems. Journal of Pension Economics and Finance, 9(),-3 Musgrave, R. (98) A reappraisal of social securiy finance. Social Securiy financing, Cambridge, MI, p OEC ( 04) OEC Pensions Oulook 04, OEC Publishing Palmer, E. (000) he Swedish pension reform model: framework and issues. Social Proecion iscussion Paper (), World Bank Seergren, O. (00) he Auomaic Balance Mechanism of he Swedish Pension Sysem: A Non-echnical Inroducion, Wirschafspoliische Blaer, 4,

20 Vidal-Melia,C., M.C. Boado-Penas, and J.E. evesa-carpio (006) Auomaic Balance Mechanisms in Pay-as-you-go Pension Sysems, he Geneva Papers on Risk and Insurance- Issues and Pracice, 34(),

PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE

PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE Profi Tes Modelling in Life Assurance Using Spreadshees PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE Erik Alm Peer Millingon 2004 Profi Tes Modelling in Life Assurance Using Spreadshees

More information

II.1. Debt reduction and fiscal multipliers. dbt da dpbal da dg. bal

II.1. Debt reduction and fiscal multipliers. dbt da dpbal da dg. bal Quarerly Repor on he Euro Area 3/202 II.. Deb reducion and fiscal mulipliers The deerioraion of public finances in he firs years of he crisis has led mos Member Saes o adop sizeable consolidaion packages.

More information

Economics Honors Exam 2008 Solutions Question 5

Economics Honors Exam 2008 Solutions Question 5 Economics Honors Exam 2008 Soluions Quesion 5 (a) (2 poins) Oupu can be decomposed as Y = C + I + G. And we can solve for i by subsiuing in equaions given in he quesion, Y = C + I + G = c 0 + c Y D + I

More information

11/6/2013. Chapter 14: Dynamic AD-AS. Introduction. Introduction. Keeping track of time. The model s elements

11/6/2013. Chapter 14: Dynamic AD-AS. Introduction. Introduction. Keeping track of time. The model s elements Inroducion Chaper 14: Dynamic D-S dynamic model of aggregae and aggregae supply gives us more insigh ino how he economy works in he shor run. I is a simplified version of a DSGE model, used in cuing-edge

More information

A Note on Using the Svensson procedure to estimate the risk free rate in corporate valuation

A Note on Using the Svensson procedure to estimate the risk free rate in corporate valuation A Noe on Using he Svensson procedure o esimae he risk free rae in corporae valuaion By Sven Arnold, Alexander Lahmann and Bernhard Schwezler Ocober 2011 1. The risk free ineres rae in corporae valuaion

More information

PREMIUM INDEXING IN LIFELONG HEALTH INSURANCE

PREMIUM INDEXING IN LIFELONG HEALTH INSURANCE Far Eas Journal of Mahemaical Sciences (FJMS 203 Pushpa Publishing House, Allahabad, India Published Online: Sepember 203 Available online a hp://pphm.com/ournals/fms.hm Special Volume 203, Par IV, Pages

More information

Optimal Investment and Consumption Decision of Family with Life Insurance

Optimal Investment and Consumption Decision of Family with Life Insurance Opimal Invesmen and Consumpion Decision of Family wih Life Insurance Minsuk Kwak 1 2 Yong Hyun Shin 3 U Jin Choi 4 6h World Congress of he Bachelier Finance Sociey Torono, Canada June 25, 2010 1 Speaker

More information

The Greek financial crisis: growing imbalances and sovereign spreads. Heather D. Gibson, Stephan G. Hall and George S. Tavlas

The Greek financial crisis: growing imbalances and sovereign spreads. Heather D. Gibson, Stephan G. Hall and George S. Tavlas The Greek financial crisis: growing imbalances and sovereign spreads Heaher D. Gibson, Sephan G. Hall and George S. Tavlas The enry The enry of Greece ino he Eurozone in 2001 produced a dividend in he

More information

Morningstar Investor Return

Morningstar Investor Return Morningsar Invesor Reurn Morningsar Mehodology Paper Augus 31, 2010 2010 Morningsar, Inc. All righs reserved. The informaion in his documen is he propery of Morningsar, Inc. Reproducion or ranscripion

More information

The Transport Equation

The Transport Equation The Transpor Equaion Consider a fluid, flowing wih velociy, V, in a hin sraigh ube whose cross secion will be denoed by A. Suppose he fluid conains a conaminan whose concenraion a posiion a ime will be

More information

AP Calculus BC 2010 Scoring Guidelines

AP Calculus BC 2010 Scoring Guidelines AP Calculus BC Scoring Guidelines The College Board The College Board is a no-for-profi membership associaion whose mission is o connec sudens o college success and opporuniy. Founded in, he College Board

More information

Longevity 11 Lyon 7-9 September 2015

Longevity 11 Lyon 7-9 September 2015 Longeviy 11 Lyon 7-9 Sepember 2015 RISK SHARING IN LIFE INSURANCE AND PENSIONS wihin and across generaions Ragnar Norberg ISFA Universié Lyon 1/London School of Economics Email: [email protected]

More information

4. International Parity Conditions

4. International Parity Conditions 4. Inernaional ariy ondiions 4.1 urchasing ower ariy he urchasing ower ariy ( heory is one of he early heories of exchange rae deerminaion. his heory is based on he concep ha he demand for a counry's currency

More information

DYNAMIC MODELS FOR VALUATION OF WRONGFUL DEATH PAYMENTS

DYNAMIC MODELS FOR VALUATION OF WRONGFUL DEATH PAYMENTS DYNAMIC MODELS FOR VALUATION OF WRONGFUL DEATH PAYMENTS Hong Mao, Shanghai Second Polyechnic Universiy Krzyszof M. Osaszewski, Illinois Sae Universiy Youyu Zhang, Fudan Universiy ABSTRACT Liigaion, exper

More information

Chapter 1.6 Financial Management

Chapter 1.6 Financial Management Chaper 1.6 Financial Managemen Par I: Objecive ype quesions and answers 1. Simple pay back period is equal o: a) Raio of Firs cos/ne yearly savings b) Raio of Annual gross cash flow/capial cos n c) = (1

More information

LECTURE: SOCIAL SECURITY HILARY HOYNES UC DAVIS EC230 OUTLINE OF LECTURE:

LECTURE: SOCIAL SECURITY HILARY HOYNES UC DAVIS EC230 OUTLINE OF LECTURE: LECTURE: SOCIAL SECURITY HILARY HOYNES UC DAVIS EC230 OUTLINE OF LECTURE: 1. Inroducion and definiions 2. Insiuional Deails in Social Securiy 3. Social Securiy and Redisribuion 4. Jusificaion for Governmen

More information

ABSTRACT KEYWORDS. Markov chain, Regulation of payments, Linear regulator, Bellman equations, Constraints. 1. INTRODUCTION

ABSTRACT KEYWORDS. Markov chain, Regulation of payments, Linear regulator, Bellman equations, Constraints. 1. INTRODUCTION QUADRATIC OPTIMIZATION OF LIFE AND PENSION INSURANCE PAYMENTS BY MOGENS STEFFENSEN ABSTRACT Quadraic opimizaion is he classical approach o opimal conrol of pension funds. Usually he paymen sream is approximaed

More information

Module 4. Single-phase AC circuits. Version 2 EE IIT, Kharagpur

Module 4. Single-phase AC circuits. Version 2 EE IIT, Kharagpur Module 4 Single-phase A circuis ersion EE T, Kharagpur esson 5 Soluion of urren in A Series and Parallel ircuis ersion EE T, Kharagpur n he las lesson, wo poins were described:. How o solve for he impedance,

More information

Multiprocessor Systems-on-Chips

Multiprocessor Systems-on-Chips Par of: Muliprocessor Sysems-on-Chips Edied by: Ahmed Amine Jerraya and Wayne Wolf Morgan Kaufmann Publishers, 2005 2 Modeling Shared Resources Conex swiching implies overhead. On a processing elemen,

More information

AP Calculus AB 2013 Scoring Guidelines

AP Calculus AB 2013 Scoring Guidelines AP Calculus AB 1 Scoring Guidelines The College Board The College Board is a mission-driven no-for-profi organizaion ha connecs sudens o college success and opporuniy. Founded in 19, he College Board was

More information

CHARGE AND DISCHARGE OF A CAPACITOR

CHARGE AND DISCHARGE OF A CAPACITOR REFERENCES RC Circuis: Elecrical Insrumens: Mos Inroducory Physics exs (e.g. A. Halliday and Resnick, Physics ; M. Sernheim and J. Kane, General Physics.) This Laboraory Manual: Commonly Used Insrumens:

More information

A Re-examination of the Joint Mortality Functions

A Re-examination of the Joint Mortality Functions Norh merican cuarial Journal Volume 6, Number 1, p.166-170 (2002) Re-eaminaion of he Join Morali Funcions bsrac. Heekung Youn, rkad Shemakin, Edwin Herman Universi of S. Thomas, Sain Paul, MN, US Morali

More information

4 Convolution. Recommended Problems. x2[n] 1 2[n]

4 Convolution. Recommended Problems. x2[n] 1 2[n] 4 Convoluion Recommended Problems P4.1 This problem is a simple example of he use of superposiion. Suppose ha a discree-ime linear sysem has oupus y[n] for he given inpus x[n] as shown in Figure P4.1-1.

More information

Premium indexing in lifelong health insurance

Premium indexing in lifelong health insurance Premium indexing in lifelong healh insurance W. Vercruysse 1, J. Dhaene 1, M. Denui 2, E. Piacco 3, K. Anonio 4 1 KU Leuven, Belgium 2 U.C.L., Louvain-la-Neuve, Belgium 3 Universià di Triese, Triese, Ialy

More information

Stochastic Optimal Control Problem for Life Insurance

Stochastic Optimal Control Problem for Life Insurance Sochasic Opimal Conrol Problem for Life Insurance s. Basukh 1, D. Nyamsuren 2 1 Deparmen of Economics and Economerics, Insiue of Finance and Economics, Ulaanbaaar, Mongolia 2 School of Mahemaics, Mongolian

More information

Analysis of tax effects on consolidated household/government debts of a nation in a monetary union under classical dichotomy

Analysis of tax effects on consolidated household/government debts of a nation in a monetary union under classical dichotomy MPRA Munich Personal RePEc Archive Analysis of ax effecs on consolidaed household/governmen debs of a naion in a moneary union under classical dichoomy Minseong Kim 8 April 016 Online a hps://mpra.ub.uni-muenchen.de/71016/

More information

Mathematics in Pharmacokinetics What and Why (A second attempt to make it clearer)

Mathematics in Pharmacokinetics What and Why (A second attempt to make it clearer) Mahemaics in Pharmacokineics Wha and Why (A second aemp o make i clearer) We have used equaions for concenraion () as a funcion of ime (). We will coninue o use hese equaions since he plasma concenraions

More information

MTH6121 Introduction to Mathematical Finance Lesson 5

MTH6121 Introduction to Mathematical Finance Lesson 5 26 MTH6121 Inroducion o Mahemaical Finance Lesson 5 Conens 2.3 Brownian moion wih drif........................... 27 2.4 Geomeric Brownian moion........................... 28 2.5 Convergence of random

More information

Chapter 7. Response of First-Order RL and RC Circuits

Chapter 7. Response of First-Order RL and RC Circuits Chaper 7. esponse of Firs-Order L and C Circuis 7.1. The Naural esponse of an L Circui 7.2. The Naural esponse of an C Circui 7.3. The ep esponse of L and C Circuis 7.4. A General oluion for ep and Naural

More information

BALANCE OF PAYMENTS. First quarter 2008. Balance of payments

BALANCE OF PAYMENTS. First quarter 2008. Balance of payments BALANCE OF PAYMENTS DATE: 2008-05-30 PUBLISHER: Balance of Paymens and Financial Markes (BFM) Lena Finn + 46 8 506 944 09, [email protected] Camilla Bergeling +46 8 506 942 06, [email protected]

More information

Why Did the Demand for Cash Decrease Recently in Korea?

Why Did the Demand for Cash Decrease Recently in Korea? Why Did he Demand for Cash Decrease Recenly in Korea? Byoung Hark Yoo Bank of Korea 26. 5 Absrac We explores why cash demand have decreased recenly in Korea. The raio of cash o consumpion fell o 4.7% in

More information

Individual Health Insurance April 30, 2008 Pages 167-170

Individual Health Insurance April 30, 2008 Pages 167-170 Individual Healh Insurance April 30, 2008 Pages 167-170 We have received feedback ha his secion of he e is confusing because some of he defined noaion is inconsisen wih comparable life insurance reserve

More information

RC (Resistor-Capacitor) Circuits. AP Physics C

RC (Resistor-Capacitor) Circuits. AP Physics C (Resisor-Capacior Circuis AP Physics C Circui Iniial Condiions An circui is one where you have a capacior and resisor in he same circui. Suppose we have he following circui: Iniially, he capacior is UNCHARGED

More information

ARCH 2013.1 Proceedings

ARCH 2013.1 Proceedings Aricle from: ARCH 213.1 Proceedings Augus 1-4, 212 Ghislain Leveille, Emmanuel Hamel A renewal model for medical malpracice Ghislain Léveillé École d acuaria Universié Laval, Québec, Canada 47h ARC Conference

More information

Working Paper Social security systems, human capital, and growth in a small open economy

Working Paper Social security systems, human capital, and growth in a small open economy econsor www.econsor.eu Der Open-Access-Publikaionsserver der ZBW Leibniz-Informaionszenrum Wirschaf The Open Access Publicaion Server of he ZBW Leibniz Informaion Cenre for Economics Kaganovich, Michael;

More information

Chapter 10 Social Security 1

Chapter 10 Social Security 1 Chaper 0 Social Securiy 0. Inroducion A ypical social securiy sysem provides income during periods of unemploymen, ill-healh or disabiliy, and financial suppor, in he form of pensions, o he reired. Alhough

More information

A Probability Density Function for Google s stocks

A Probability Density Function for Google s stocks A Probabiliy Densiy Funcion for Google s socks V.Dorobanu Physics Deparmen, Poliehnica Universiy of Timisoara, Romania Absrac. I is an approach o inroduce he Fokker Planck equaion as an ineresing naural

More information

AP Calculus AB 2010 Scoring Guidelines

AP Calculus AB 2010 Scoring Guidelines AP Calculus AB 1 Scoring Guidelines The College Board The College Board is a no-for-profi membership associaion whose mission is o connec sudens o college success and opporuniy. Founded in 1, he College

More information

Distributing Human Resources among Software Development Projects 1

Distributing Human Resources among Software Development Projects 1 Disribuing Human Resources among Sofware Developmen Proecs Macario Polo, María Dolores Maeos, Mario Piaini and rancisco Ruiz Summary This paper presens a mehod for esimaing he disribuion of human resources

More information

LIFE INSURANCE WITH STOCHASTIC INTEREST RATE. L. Noviyanti a, M. Syamsuddin b

LIFE INSURANCE WITH STOCHASTIC INTEREST RATE. L. Noviyanti a, M. Syamsuddin b LIFE ISURACE WITH STOCHASTIC ITEREST RATE L. oviyani a, M. Syamsuddin b a Deparmen of Saisics, Universias Padjadjaran, Bandung, Indonesia b Deparmen of Mahemaics, Insiu Teknologi Bandung, Indonesia Absrac.

More information

Duration and Convexity ( ) 20 = Bond B has a maturity of 5 years and also has a required rate of return of 10%. Its price is $613.

Duration and Convexity ( ) 20 = Bond B has a maturity of 5 years and also has a required rate of return of 10%. Its price is $613. Graduae School of Business Adminisraion Universiy of Virginia UVA-F-38 Duraion and Convexiy he price of a bond is a funcion of he promised paymens and he marke required rae of reurn. Since he promised

More information

1. y 5y + 6y = 2e t Solution: Characteristic equation is r 2 5r +6 = 0, therefore r 1 = 2, r 2 = 3, and y 1 (t) = e 2t,

1. y 5y + 6y = 2e t Solution: Characteristic equation is r 2 5r +6 = 0, therefore r 1 = 2, r 2 = 3, and y 1 (t) = e 2t, Homework6 Soluions.7 In Problem hrough 4 use he mehod of variaion of parameers o find a paricular soluion of he given differenial equaion. Then check your answer by using he mehod of undeermined coeffiens..

More information

UNDERSTANDING THE DEATH BENEFIT SWITCH OPTION IN UNIVERSAL LIFE POLICIES. Nadine Gatzert

UNDERSTANDING THE DEATH BENEFIT SWITCH OPTION IN UNIVERSAL LIFE POLICIES. Nadine Gatzert UNDERSTANDING THE DEATH BENEFIT SWITCH OPTION IN UNIVERSAL LIFE POLICIES Nadine Gazer Conac (has changed since iniial submission): Chair for Insurance Managemen Universiy of Erlangen-Nuremberg Lange Gasse

More information

Term Structure of Prices of Asian Options

Term Structure of Prices of Asian Options Term Srucure of Prices of Asian Opions Jirô Akahori, Tsuomu Mikami, Kenji Yasuomi and Teruo Yokoa Dep. of Mahemaical Sciences, Risumeikan Universiy 1-1-1 Nojihigashi, Kusasu, Shiga 525-8577, Japan E-mail:

More information

Technical Appendix to Risk, Return, and Dividends

Technical Appendix to Risk, Return, and Dividends Technical Appendix o Risk, Reurn, and Dividends Andrew Ang Columbia Universiy and NBER Jun Liu UC San Diego This Version: 28 Augus, 2006 Columbia Business School, 3022 Broadway 805 Uris, New York NY 10027,

More information

The Impact of Surplus Distribution on the Risk Exposure of With Profit Life Insurance Policies Including Interest Rate Guarantees.

The Impact of Surplus Distribution on the Risk Exposure of With Profit Life Insurance Policies Including Interest Rate Guarantees. The Impac of Surplus Disribuion on he Risk Exposure of Wih Profi Life Insurance Policies Including Ineres Rae Guaranees Alexander Kling 1 Insiu für Finanz- und Akuarwissenschafen, Helmholzsraße 22, 89081

More information

Research on Inventory Sharing and Pricing Strategy of Multichannel Retailer with Channel Preference in Internet Environment

Research on Inventory Sharing and Pricing Strategy of Multichannel Retailer with Channel Preference in Internet Environment Vol. 7, No. 6 (04), pp. 365-374 hp://dx.doi.org/0.457/ijhi.04.7.6.3 Research on Invenory Sharing and Pricing Sraegy of Mulichannel Reailer wih Channel Preference in Inerne Environmen Hanzong Li College

More information

ANALYSIS AND COMPARISONS OF SOME SOLUTION CONCEPTS FOR STOCHASTIC PROGRAMMING PROBLEMS

ANALYSIS AND COMPARISONS OF SOME SOLUTION CONCEPTS FOR STOCHASTIC PROGRAMMING PROBLEMS ANALYSIS AND COMPARISONS OF SOME SOLUTION CONCEPTS FOR STOCHASTIC PROGRAMMING PROBLEMS R. Caballero, E. Cerdá, M. M. Muñoz and L. Rey () Deparmen of Applied Economics (Mahemaics), Universiy of Málaga,

More information

Relationships between Stock Prices and Accounting Information: A Review of the Residual Income and Ohlson Models. Scott Pirie* and Malcolm Smith**

Relationships between Stock Prices and Accounting Information: A Review of the Residual Income and Ohlson Models. Scott Pirie* and Malcolm Smith** Relaionships beween Sock Prices and Accouning Informaion: A Review of he Residual Income and Ohlson Models Sco Pirie* and Malcolm Smih** * Inernaional Graduae School of Managemen, Universiy of Souh Ausralia

More information

INTEREST RATE FUTURES AND THEIR OPTIONS: SOME PRICING APPROACHES

INTEREST RATE FUTURES AND THEIR OPTIONS: SOME PRICING APPROACHES INTEREST RATE FUTURES AND THEIR OPTIONS: SOME PRICING APPROACHES OPENGAMMA QUANTITATIVE RESEARCH Absrac. Exchange-raded ineres rae fuures and heir opions are described. The fuure opions include hose paying

More information

The Impact of Surplus Distribution on the Risk Exposure of With Profit Life Insurance Policies Including Interest Rate Guarantees

The Impact of Surplus Distribution on the Risk Exposure of With Profit Life Insurance Policies Including Interest Rate Guarantees 1 The Impac of Surplus Disribuion on he Risk Exposure of Wih Profi Life Insurance Policies Including Ineres Rae Guaranees Alexander Kling Insiu für Finanz- und Akuarwissenschafen, Helmholzsraße 22, 89081

More information

DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR

DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR Invesmen Managemen and Financial Innovaions, Volume 4, Issue 3, 7 33 DOES TRADING VOLUME INFLUENCE GARCH EFFECTS? SOME EVIDENCE FROM THE GREEK MARKET WITH SPECIAL REFERENCE TO BANKING SECTOR Ahanasios

More information

Chapter 2 Kinematics in One Dimension

Chapter 2 Kinematics in One Dimension Chaper Kinemaics in One Dimension Chaper DESCRIBING MOTION:KINEMATICS IN ONE DIMENSION PREVIEW Kinemaics is he sudy of how hings moe how far (disance and displacemen), how fas (speed and elociy), and how

More information

Markov Chain Modeling of Policy Holder Behavior in Life Insurance and Pension

Markov Chain Modeling of Policy Holder Behavior in Life Insurance and Pension Markov Chain Modeling of Policy Holder Behavior in Life Insurance and Pension Lars Frederik Brand Henriksen 1, Jeppe Woemann Nielsen 2, Mogens Seffensen 1, and Chrisian Svensson 2 1 Deparmen of Mahemaical

More information

DETERMINISTIC INVENTORY MODEL FOR ITEMS WITH TIME VARYING DEMAND, WEIBULL DISTRIBUTION DETERIORATION AND SHORTAGES KUN-SHAN WU

DETERMINISTIC INVENTORY MODEL FOR ITEMS WITH TIME VARYING DEMAND, WEIBULL DISTRIBUTION DETERIORATION AND SHORTAGES KUN-SHAN WU Yugoslav Journal of Operaions Research 2 (22), Number, 6-7 DEERMINISIC INVENORY MODEL FOR IEMS WIH IME VARYING DEMAND, WEIBULL DISRIBUION DEERIORAION AND SHORAGES KUN-SHAN WU Deparmen of Bussines Adminisraion

More information

Voltage level shifting

Voltage level shifting rek Applicaion Noe Number 1 r. Maciej A. Noras Absrac A brief descripion of volage shifing circuis. 1 Inroducion In applicaions requiring a unipolar A volage signal, he signal may be delivered from a bi-polar

More information

Optimal Consumption and Insurance: A Continuous-Time Markov Chain Approach

Optimal Consumption and Insurance: A Continuous-Time Markov Chain Approach Opimal Consumpion and Insurance: A Coninuous-Time Markov Chain Approach Holger Kraf and Mogens Seffensen Absrac Personal financial decision making plays an imporan role in modern finance. Decision problems

More information

Life insurance cash flows with policyholder behaviour

Life insurance cash flows with policyholder behaviour Life insurance cash flows wih policyholder behaviour Krisian Buchard,,1 & Thomas Møller, Deparmen of Mahemaical Sciences, Universiy of Copenhagen Universiesparken 5, DK-2100 Copenhagen Ø, Denmark PFA Pension,

More information

Analysis of Pricing and Efficiency Control Strategy between Internet Retailer and Conventional Retailer

Analysis of Pricing and Efficiency Control Strategy between Internet Retailer and Conventional Retailer Recen Advances in Business Managemen and Markeing Analysis of Pricing and Efficiency Conrol Sraegy beween Inerne Reailer and Convenional Reailer HYUG RAE CHO 1, SUG MOO BAE and JOG HU PARK 3 Deparmen of

More information

Measuring macroeconomic volatility Applications to export revenue data, 1970-2005

Measuring macroeconomic volatility Applications to export revenue data, 1970-2005 FONDATION POUR LES ETUDES ET RERS LE DEVELOPPEMENT INTERNATIONAL Measuring macroeconomic volailiy Applicaions o expor revenue daa, 1970-005 by Joël Cariolle Policy brief no. 47 March 01 The FERDI is a

More information

Differential Equations. Solving for Impulse Response. Linear systems are often described using differential equations.

Differential Equations. Solving for Impulse Response. Linear systems are often described using differential equations. Differenial Equaions Linear sysems are ofen described using differenial equaions. For example: d 2 y d 2 + 5dy + 6y f() d where f() is he inpu o he sysem and y() is he oupu. We know how o solve for y given

More information

Fifth Quantitative Impact Study of Solvency II (QIS 5) National guidance on valuation of technical provisions for German SLT health insurance

Fifth Quantitative Impact Study of Solvency II (QIS 5) National guidance on valuation of technical provisions for German SLT health insurance Fifh Quaniaive Impac Sudy of Solvency II (QIS 5) Naional guidance on valuaion of echnical provisions for German SLT healh insurance Conens 1 Inroducion... 2 2 Calculaion of bes-esimae provisions... 3 2.1

More information

Task is a schedulable entity, i.e., a thread

Task is a schedulable entity, i.e., a thread Real-Time Scheduling Sysem Model Task is a schedulable eniy, i.e., a hread Time consrains of periodic ask T: - s: saring poin - e: processing ime of T - d: deadline of T - p: period of T Periodic ask T

More information

WATER MIST FIRE PROTECTION RELIABILITY ANALYSIS

WATER MIST FIRE PROTECTION RELIABILITY ANALYSIS WATER MIST FIRE PROTECTION RELIABILITY ANALYSIS Shuzhen Xu Research Risk and Reliabiliy Area FM Global Norwood, Massachuses 262, USA David Fuller Engineering Sandards FM Global Norwood, Massachuses 262,

More information

Risk Modelling of Collateralised Lending

Risk Modelling of Collateralised Lending Risk Modelling of Collaeralised Lending Dae: 4-11-2008 Number: 8/18 Inroducion This noe explains how i is possible o handle collaeralised lending wihin Risk Conroller. The approach draws on he faciliies

More information

Premium Income of Indian Life Insurance Industry

Premium Income of Indian Life Insurance Industry Premium Income of Indian Life Insurance Indusry A Toal Facor Produciviy Approach Ram Praap Sinha* Subsequen o he passage of he Insurance Regulaory and Developmen Auhoriy (IRDA) Ac, 1999, he life insurance

More information

Chapter 6: Business Valuation (Income Approach)

Chapter 6: Business Valuation (Income Approach) Chaper 6: Business Valuaion (Income Approach) Cash flow deerminaion is one of he mos criical elemens o a business valuaion. Everyhing may be secondary. If cash flow is high, hen he value is high; if he

More information

Differential Equations in Finance and Life Insurance

Differential Equations in Finance and Life Insurance Differenial Equaions in Finance and Life Insurance Mogens Seffensen 1 Inroducion The mahemaics of finance and he mahemaics of life insurance were always inersecing. Life insurance conracs specify an exchange

More information

Mortality Variance of the Present Value (PV) of Future Annuity Payments

Mortality Variance of the Present Value (PV) of Future Annuity Payments Morali Variance of he Presen Value (PV) of Fuure Annui Pamens Frank Y. Kang, Ph.D. Research Anals a Frank Russell Compan Absrac The variance of he presen value of fuure annui pamens plas an imporan role

More information

The naive method discussed in Lecture 1 uses the most recent observations to forecast future values. That is, Y ˆ t + 1

The naive method discussed in Lecture 1 uses the most recent observations to forecast future values. That is, Y ˆ t + 1 Business Condiions & Forecasing Exponenial Smoohing LECTURE 2 MOVING AVERAGES AND EXPONENTIAL SMOOTHING OVERVIEW This lecure inroduces ime-series smoohing forecasing mehods. Various models are discussed,

More information

How To Calculate Price Elasiciy Per Capia Per Capi

How To Calculate Price Elasiciy Per Capia Per Capi Price elasiciy of demand for crude oil: esimaes for 23 counries John C.B. Cooper Absrac This paper uses a muliple regression model derived from an adapaion of Nerlove s parial adjusmen model o esimae boh

More information

Usefulness of the Forward Curve in Forecasting Oil Prices

Usefulness of the Forward Curve in Forecasting Oil Prices Usefulness of he Forward Curve in Forecasing Oil Prices Akira Yanagisawa Leader Energy Demand, Supply and Forecas Analysis Group The Energy Daa and Modelling Cener Summary When people analyse oil prices,

More information

Stock Trading with Recurrent Reinforcement Learning (RRL) CS229 Application Project Gabriel Molina, SUID 5055783

Stock Trading with Recurrent Reinforcement Learning (RRL) CS229 Application Project Gabriel Molina, SUID 5055783 Sock raing wih Recurren Reinforcemen Learning (RRL) CS9 Applicaion Projec Gabriel Molina, SUID 555783 I. INRODUCION One relaively new approach o financial raing is o use machine learning algorihms o preic

More information

Name: Algebra II Review for Quiz #13 Exponential and Logarithmic Functions including Modeling

Name: Algebra II Review for Quiz #13 Exponential and Logarithmic Functions including Modeling Name: Algebra II Review for Quiz #13 Exponenial and Logarihmic Funcions including Modeling TOPICS: -Solving Exponenial Equaions (The Mehod of Common Bases) -Solving Exponenial Equaions (Using Logarihms)

More information

Efficient Risk Sharing with Limited Commitment and Hidden Storage

Efficient Risk Sharing with Limited Commitment and Hidden Storage Efficien Risk Sharing wih Limied Commimen and Hidden Sorage Árpád Ábrahám and Sarola Laczó March 30, 2012 Absrac We exend he model of risk sharing wih limied commimen e.g. Kocherlakoa, 1996) by inroducing

More information

The Real Business Cycle paradigm. The RBC model emphasizes supply (technology) disturbances as the main source of

The Real Business Cycle paradigm. The RBC model emphasizes supply (technology) disturbances as the main source of Prof. Harris Dellas Advanced Macroeconomics Winer 2001/01 The Real Business Cycle paradigm The RBC model emphasizes supply (echnology) disurbances as he main source of macroeconomic flucuaions in a world

More information

Cointegration: The Engle and Granger approach

Cointegration: The Engle and Granger approach Coinegraion: The Engle and Granger approach Inroducion Generally one would find mos of he economic variables o be non-saionary I(1) variables. Hence, any equilibrium heories ha involve hese variables require

More information

Table of contents Chapter 1 Interest rates and factors Chapter 2 Level annuities Chapter 3 Varying annuities

Table of contents Chapter 1 Interest rates and factors Chapter 2 Level annuities Chapter 3 Varying annuities Table of conens Chaper 1 Ineres raes and facors 1 1.1 Ineres 2 1.2 Simple ineres 4 1.3 Compound ineres 6 1.4 Accumulaed value 10 1.5 Presen value 11 1.6 Rae of discoun 13 1.7 Consan force of ineres 17

More information

Vector Autoregressions (VARs): Operational Perspectives

Vector Autoregressions (VARs): Operational Perspectives Vecor Auoregressions (VARs): Operaional Perspecives Primary Source: Sock, James H., and Mark W. Wason, Vecor Auoregressions, Journal of Economic Perspecives, Vol. 15 No. 4 (Fall 2001), 101-115. Macroeconomericians

More information

Debt Accumulation, Debt Reduction, and Debt Spillovers in Canada, 1974-98*

Debt Accumulation, Debt Reduction, and Debt Spillovers in Canada, 1974-98* Deb Accumulaion, Deb Reducion, and Deb Spillovers in Canada, 1974-98* Ron Kneebone Deparmen of Economics Universiy of Calgary John Leach Deparmen of Economics McMaser Universiy Ocober, 2000 Absrac Wha

More information

COMPUTATION OF CENTILES AND Z-SCORES FOR HEIGHT-FOR-AGE, WEIGHT-FOR-AGE AND BMI-FOR-AGE

COMPUTATION OF CENTILES AND Z-SCORES FOR HEIGHT-FOR-AGE, WEIGHT-FOR-AGE AND BMI-FOR-AGE COMPUTATION OF CENTILES AND Z-SCORES FOR HEIGHT-FOR-AGE, WEIGHT-FOR-AGE AND BMI-FOR-AGE The mehod used o consruc he 2007 WHO references relied on GAMLSS wih he Box-Cox power exponenial disribuion (Rigby

More information

Diagnostic Examination

Diagnostic Examination Diagnosic Examinaion TOPIC XV: ENGINEERING ECONOMICS TIME LIMIT: 45 MINUTES 1. Approximaely how many years will i ake o double an invesmen a a 6% effecive annual rae? (A) 10 yr (B) 12 yr (C) 15 yr (D)

More information

Journal Of Business & Economics Research September 2005 Volume 3, Number 9

Journal Of Business & Economics Research September 2005 Volume 3, Number 9 Opion Pricing And Mone Carlo Simulaions George M. Jabbour, (Email: [email protected]), George Washingon Universiy Yi-Kang Liu, ([email protected]), George Washingon Universiy ABSTRACT The advanage of Mone Carlo

More information

Optimal Growth for P&C Insurance Companies

Optimal Growth for P&C Insurance Companies Opimal Growh for P&C Insurance Companies by Luyang Fu AbSTRACT I is generally well esablished ha new business produces higher loss and expense raios and lower reenion raios han renewal business. Ironically,

More information

COMPLEMENTARY RELATIONSHIPS BETWEEN EDUCATION AND INNOVATION

COMPLEMENTARY RELATIONSHIPS BETWEEN EDUCATION AND INNOVATION Discussion Paper No. 731 COMPLEMENTARY RELATIONSHIPS BETWEEN EDUCATION AND INNOVATION Kasuhiko Hori and Kasunori Yamada February 2009 The Insiue of Social and Economic Research Osaka Universiy 6-1 Mihogaoka,

More information

Answer, Key Homework 2 David McIntyre 45123 Mar 25, 2004 1

Answer, Key Homework 2 David McIntyre 45123 Mar 25, 2004 1 Answer, Key Homework 2 Daid McInyre 4123 Mar 2, 2004 1 This prin-ou should hae 1 quesions. Muliple-choice quesions may coninue on he ne column or page find all choices before making your selecion. The

More information

Dynamic Hybrid Products in Life Insurance: Assessing the Policyholders Viewpoint

Dynamic Hybrid Products in Life Insurance: Assessing the Policyholders Viewpoint Dynamic Hybrid Producs in Life Insurance: Assessing he Policyholders Viewpoin Alexander Bohner, Paricia Born, Nadine Gazer Working Paper Deparmen of Insurance Economics and Risk Managemen Friedrich-Alexander-Universiy

More information

A Two-Account Life Insurance Model for Scenario-Based Valuation Including Event Risk Jensen, Ninna Reitzel; Schomacker, Kristian Juul

A Two-Account Life Insurance Model for Scenario-Based Valuation Including Event Risk Jensen, Ninna Reitzel; Schomacker, Kristian Juul universiy of copenhagen Universiy of Copenhagen A Two-Accoun Life Insurance Model for Scenario-Based Valuaion Including Even Risk Jensen, Ninna Reizel; Schomacker, Krisian Juul Published in: Risks DOI:

More information

cooking trajectory boiling water B (t) microwave 0 2 4 6 8 101214161820 time t (mins)

cooking trajectory boiling water B (t) microwave 0 2 4 6 8 101214161820 time t (mins) Alligaor egg wih calculus We have a large alligaor egg jus ou of he fridge (1 ) which we need o hea o 9. Now here are wo accepable mehods for heaing alligaor eggs, one is o immerse hem in boiling waer

More information

ABSTRACT KEYWORDS. Term structure, duration, uncertain cash flow, variable rates of return JEL codes: C33, E43 1. INTRODUCTION

ABSTRACT KEYWORDS. Term structure, duration, uncertain cash flow, variable rates of return JEL codes: C33, E43 1. INTRODUCTION THE VALUATION AND HEDGING OF VARIABLE RATE SAVINGS ACCOUNTS BY FRANK DE JONG 1 AND JACCO WIELHOUWER ABSTRACT Variable rae savings accouns have wo main feaures. The ineres rae paid on he accoun is variable

More information

INSTRUMENTS OF MONETARY POLICY*

INSTRUMENTS OF MONETARY POLICY* Aricles INSTRUMENTS OF MONETARY POLICY* Bernardino Adão** Isabel Correia** Pedro Teles**. INTRODUCTION A classic quesion in moneary economics is wheher he ineres rae or he money supply is he beer insrumen

More information

Notional Defined Contribution Pension Systems in a Stochastic Context: Design and Stability

Notional Defined Contribution Pension Systems in a Stochastic Context: Design and Stability Noional Defined Conribuion Pension Sysems in a Sochasic Conex: Design and Sabiliy Alan J. Auerbach Universiy of California, Berkeley and NBER and Ronald Lee Universiy of California, Berkeley and NBER December

More information

1 HALF-LIFE EQUATIONS

1 HALF-LIFE EQUATIONS R.L. Hanna Page HALF-LIFE EQUATIONS The basic equaion ; he saring poin ; : wrien for ime: x / where fracion of original maerial and / number of half-lives, and / log / o calculae he age (# ears): age (half-life)

More information

Differential Equations and Linear Superposition

Differential Equations and Linear Superposition Differenial Equaions and Linear Superposiion Basic Idea: Provide soluion in closed form Like Inegraion, no general soluions in closed form Order of equaion: highes derivaive in equaion e.g. dy d dy 2 y

More information

MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR

MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR The firs experimenal publicaion, which summarised pas and expeced fuure developmen of basic economic indicaors, was published by he Minisry

More information