RETIREMENT SAVINGS AND PUBLIC PENSIONS STUART J. WILSON

Size: px
Start display at page:

Download "RETIREMENT SAVINGS AND PUBLIC PENSIONS STUART J. WILSON"

Transcription

1 UNIVERSITY OF REGINA ISSN DEPARTMENT OF ECONOMICS RETIREMENT SAVINGS AND PUBLIC PENSIONS STUART J. WILSON Deparen o Econocs Unversy o Regna Regna, Saskachewan Canada S4S A2 [email protected] Deceber 21 DISCUSSION PAPER #99

2 Rereen Savngs and Publc Pensons Suar J. Wlson * Unversy o Regna Deceber 21 Absrac An overlappng generaons general equlbru odel s presened o quany he pac o nroducng a publc penson progra on he rereen savngs ove o ndvduals n le-cycle econoes. Aggregae savngs raes are calculaed and copared or odel econoes or cases o varyng levels o benes. Model econoy resuls sugges ha, or odes pensons progras lke he Canada Penson Plan, aggregae savngs and doesc asse holdngs are reduced by weny percen. For ore generous plans, lke US Socal Secury, aggregae savngs and doesc asse holdngs are reduced by ory percen. Keywords: rereen savng, publc pensons, overlappng generaons. JEL Classcaon: E21, C68, H55 * Deparen o Econocs, Unversy o Regna, Regna, SK S4S A2. Tel: Eal: [email protected]. URL: hp:// The auhor would lke o hank Allen Head or helpul coens, Maxlan Scheser or research asssance, and acknowledges nancal asssance ro he Unversy o Regna n he or o a Specal Projecs Gran. None oher han he auhor can be held accounable or errors or oversghs. 1

3 I. Inroducon Ths paper presens an overlappng generaons general equlbru odel o quany he pac o nroducng a publc pay-as-you-go penson progra on aggregae savngs n le-cycle econoes. Aggregae savngs raes are calculaed and copared or odel econoes wh varyng rereen bene levels. Model resuls show ha he personal rereen savngs ove s sgncanly reduced wh he nroducon o a very odes penson progra. In he odel econoes nvesgaed, a penson progra, wh a replaceen rao o 14% o pre-rereen earnngs, reduces he aoun o savngs and doesc asse holdngs by ore han weny percen. A ore generous progra, wh a replaceen rao o 28% o pre-rereen earnngs, reduces he aoun o doesc asse holdngs by ore han ory percen, and he ne doesc savngs rae alls by alos a hal. In he ajor ndusralzed naons, savngs raes have generally declned snce he 197s. In he US, he household savngs rae has allen ro egh percen n he 197s, o nl n 1999 (Gordon (2:511)). 1 The Uned Saes wen ro beng a ne suppler o capal o he res o he world, o a ne debor (Berhe and Shoven, 1991:9). Prvae savngs raes n Japan ell ro 19.3% over , o 12.1% over (Bosworh, 1991:32). In Canada, personal ne savngs raes ell ro 9.2% n 1975 o 2.3% n 1999 (CANSIM arces 8614, 8629). Durng hs perod, ndusralzed naons have nsued and/or resrucured saey-ne progras o varous ypes, ncludng he expanson o uneployen nsurance progras, socal secury and publc penson progras. Research by Gokhale, Kolko and Sabelhaus (1996) has poned ou ha he nroducon o Socal Secury n he US has reduced povery o he elderly consderably. In he early 196s, he ypcal seveny year-old was consung wo-hrds he aoun o consupon o he ypcal hry year-old. Thry years laer, he ypcal seveny year-old consued one-h ore han a hry year-old. The redsrbuon o ncoe ro he young o he old has resuled n ncreased raes o consupon and has depressed savngs raes. Econoerc nvesgaons on he eec o penson syses on savngs have no 1 Adjusens or sock arke gans n he 198s and early 199s lead o he concluson ha he gansnclusve savngs rae declned soewha n he years leadng up o he d-199s, wh a surge durng he arke boo o he 199s (Gale and Sabelhaus (1999)). However, n lgh o recen econoc evens n 21, s unclear wha general paern wll eerge or personal savngs. 2

4 been able o deerne conclusvely he reducon n savngs as a resul o he nroducon o pay-as-you-go plans. Feldsen (1976) concluded ha ncreases n socal secury wealh n he US reduced personal savngs by ory percen. Subsequen research by oher auhors, usng deren econoerc speccaons, has reduced hs gure (or exaple, Munnell (1977) ncluded he eec o changes n he uneployen rae on savngs). Perhaps pensons ncrease savng by proong a rereen age and educang he publc abou he need o save or he uure (Cagan (1965), Kaona (1964), Leer and Lesnoy (1982)). In Canada, he aggregae ne savngs rae ell ro a hgh o 16.1% n 1974, o a low o 4.4% n The coponens o he aggregae savngs rae n Canada ro are depced n Fgure 1. To wha exen can he nroducon o he Canada Penson Plan n 1966 explan he declne n he savngs rae? A clear ajory o Canadans beleve ha an essenal governen acvy s he provson o a socal saeyne and he pleenaon o easures o ensure a basc sandard o lvng (Peers, 1995: 15). The Canadan Publc Penson progra was developed n 1966 o asss he elderly durng her rereen years, and o suppleen he Old Age Secury progra, rs nroduced n The Guaraneed Incoe Suppleen and he Spouse s Allowance were added n 1967 and 1975 respecvely. These progras provde subsanal help o he elderly and have helped o reduce he ncdence o povery aong he aged ro 41% n 1969 o 7% n The curren polcy debae ocuses on he ac ha, or he publc penson syse, whaever he nal nenons, he syse s largely an underunded one (Banng and Boadway, 1996:2). Whle he underunded naure o publc pensons has polcy plcaons or he uure susanably o he progra, also has plcaons regardng he ncoplee ranser o savngs ro he prvae secor, o he governen secor. The CPP s nanced by progra preus hrough payroll axes. Surpluses or decs o hs progra are ncluded n he annual operang dec or surplus o he governen and wll aec he level o governen savngs. The publc penson progra wll aec he ndvdual s rereen savngs ove, reducng he need o personally save o nance consupon when no longer n he workorce. To wha exen has he nroducon o publc pensons reduced he aggregae savngs rae? Ths work s nended o copleen he curren polcy debae on polcy reor, n lgh o he 3

5 assve publc expendures, boh curren and expeced, on socal progras, and he debae over he eecveness o new naves desgned o ncrease prvae savng. Ths paper presens an overlappng generaons general equlbru odel o lecycle econoes o nvesgae he pac o a publc pay-as-you-go penson progra on personal savngs n he aggregae. The odel econoes are populaed by agens o overlappng generaons. Agens have led and unceran lees and ace earnngs uncerany. Model resuls ndcae ha publc pensons progras sgncanly reduce he prvae rereen savngs ove o ndvduals. In he odel econoes nvesgaed, a odes penson progra, lke he Canada Penson Plan, wh a replaceen rao o 14% o pre-rereen earnngs, reduces he ne personal savngs rae and doesc asse holdngs by abou weny percen. A ore generous progra, wh a replaceen rao o 28%, ore lke ha o US Socal Secury, reduces he ne personal savngs rae and he aoun o doesc asse holdngs by ore han ory percen. As a consequence, n a sall open econoy, oregn ndebedness ncreases, and n a closed econoy, he equlbru neres rae ncreases and wages all.. II. Overlappng Generaons Le-Cycle Econoes The overlappng generaons raework has been used o exane socal secury, savng and capal accuulaon, and publc penson reor (or exaple, Hubbard and Judd (1987), Hubbard, Sknner and Zeldes (1995), Bohn (1999), Hugge and Venura (1999), Eery and Rongve (1999)). I has been ound ha, n odel econoes, socal secury and pensons can have a consderable pac on welare and dsor savngs ncenves. Ths raework s rch enough o ncorporae unceran ne lees, heerogeney n age and eployen saus, and oher changng characerscs over he le cycle. The Envronen The odelng envronen s slar o ha used by Hugge (1996), and Wlson (21b). The odel econoes o be exaned are populaed by overlappng generaons o raonal, orward-lookng agens. Agens are heerogeneous n age and eployen hsory. Agens lve o a axu o I perods, sar work a I w, and rere a I r. The odel akes as gven ha agens rere a age 65, wheher a penson progra exss or 4

6 no. 2 The populaon dsrbuon by age cohor a a pon n e s descrbed by he vecor µ, where µ =[ µ 1 µ 2 µ I ] T. The age cohor consss o µ agens. To dscrnae beween agens wh deren eployen hsory, agens whn a cohor are ndexed by h, where h (1, µ ). Agens ace unceran lees, bu know agedependen survval probables. The probably o survvng o ro age o age +1 s s. The uncondonal probably o survvng o age k s s( k) = Π s. In a seady-sae, k 1 j= 1 j age agens wll ake up a consan racon o he populaon a any pon n e, and he populaon growh rae wll be n. A he aggregae level, here s no uncerany. Producon s deernsc and s governed by a consan reurns o scale echnology o he ollowng or: Y = F. (1) α 1 α ( K, L ) = ΒK ( A L ) Labour-augenng echnologcal progress, A, grows a a consan rae g. Β s a scale paraeer. Capal deprecaes a a consan rae δ. The odel econoes o be nvesgaed wll be sall open econoes, where he neres rae wll be se exogenously, and wll be se o a consan. Agens axze expeced uly over a sandard copose good, wh eseparable preerences and dscoun acor β. The copose good can be used as capal, and earns a rsk-ree one perod reurn per un, R. Agens axze expeced lee uly, gven by: I I w j ( U ( ci ) + s( j + I w 1) U ( c j I )) 1 σ c ax EI β w w j= 1 +, where U ( c) = w 1 σ. (2) Agens are endowed wh labour ecency uns ha are dependen on age, denoed by e. Aduls o workng age ace he probably e π o beng eployed, and u π = 1- o beng uneployed n any gven perod. The probably o beng eployed n a gven perod or an ndvdual s ndependen o beng eployed n any oher e perod. I eployed, l(h ) = 1. I uneployed, l(h ) =. In hese econoes, whle here s no aggregae uncerany, here exss uncerany a he ndvdual level. e π 2 The labour orce parcpaon rae o ales aged 65 and older ell seadly ro 3% n 196 o 2% n 197, and has lucuaed around 1% n he las decade. The nduced rereen eec o pensons s explored n Feldsen (1974), and wll be le o be exaned n uure work n he odelng raework descrbed heren. 5

7 The governen provdes rereen benes and eployen nsurance o agens n he econoy. Indvduals who survve pas he age o I r-1 receve rereen benes a a rae equal o he bene rae, b,, es a level e ndcave o he eployen hsory o he average ndvdual o ha cohor when I r. 3 Uneployed agens receve a bene equal o a proporon, b,, o her expeced earnngs eployed. The governen nances he eployen nsurance and he penson progras by levyng payroll axes equal o a proporon, p, on labour earnngs. An agen o age chooses consupon, c,, and asse holdngs, perod, ha are carred no he nex perod, wh he ollowng consrans: a, c + = a +1,+1, n, + a, W = R a, + ( 1 p ) wl ( h ) e + b, w (1 l( h )) e T, and c,, and a, or all, and. (3) In hs conex, he value o T s deerned by he aoun o accdenal bequess le by hose who de n perod, beore he age o I. Accdenal bequess have been reaed several deren ways. Ros-Rull (1994) nroduces a arke ha has agens wre conracs wh ebers o her own age cohor o share wealh or debs o hose ebers who de beore age I. Soresleen (2) has accdenal bequess donaed o newborns n a lup-su ranser. Hugge (1996) reas accdenal bequess as ully axed and redsrbued aongs survvng agens n he econoy. The os approprae odelng sraegy would be ha o Hugge, as nherances end n pracce o be dsrbued aongs aly ebers o varyng ages. The reaen here ollows Hugge; he value o hese bequess s dsrbued equally aongs he adul populaon (hose o age I w or older). Agens are lqudy consraned and canno hold negave ne asses. Agens are no capable o borrowng whou collaeral greaer han or equal o he aoun borrowed, bu are allowed o orgage capal. In hs case agens are unable o borrow agans he prose o uure ncoe o nance consupon, and canno hold negave ne asse levels. In he le-cycle odel econoy wh survval uncerany, hs assupon resrcs agens borrowng so ha hey do no accuulae debs and de beore repayen. 3 Ths s done or splcy, nsead o keepng rack o each ndvdual s eployen hsory and havng 6

8 The governen leves a payroll ax equal o a rae p o eployen earnngs o nance he eployen nsurance and penson progras. In he seady sae, he governen budge us be balanced. Toal revenues ro he payroll ax wll be equal o he expendures n provdng eployen nsurance benes o he uneployed and pensons o hose who are rered. The governen budge consran s:, h e u ( pπ µ we ) ( b π µ we ) =. 4 (4) Seady-Sae Equlbru In order o descrbe a seady-sae equlbru n odel econoes n whch here s boh populaon and producvy growh, he varables us be ransored as ollows: L /, /, /, /, /, = L L K = K L A T = T A a = a A c = c A ω = ω / A, µ = µ / L, N = N / L. In he seady sae, he ransored varables are consan over e, and he unransored varables grow a consan raes. Denon: A seady-sae open econoy equlbru s {{ c, h, a, h }, h, ω, R, K, K, K, L, T } such ha: d (1) c, h, a, h are opal decson rules, h ; (2) Inpu arkes are copeve: ω = F (, 2 K L) and R = 1+ F ( K 1, L ) δ, wh R se on nernaonal arkes, and here assued consan; (3) The allocaons are easble: () Doesc asse holdngs equal doesc capal K = Σ µ a /(1 ) ; d, h,, n h h + () Foregn capal s he derence beween oal capal and doesc capal: K = K K ; d benes dependen on an ndvdual s eployen hsory. 4 The odel econoes n any cases have raes o neres n excess o he raes o populaon growh, eanng ha seady-sae decs wll cause a connually rsng deb o oupu rao. 7

9 () Toal aggregae wealh equals oal consupon and nex perod doesc asse holdngs: ω + Σ µ a R /(1 + n) = Σ µ c + Σ (1 + g) µ a ; L, h, h, h, h, h, h, h, h, h e (4) The nuber o eployed s E = Σ π µ, he nuber o uneployed u e su = Σ π µ. Eecve labour supply, L = Σ µ π e ; (5) Transers o he adul populaon equal accdenal bequess: T = Σ (1 ), h µ, h s Ra, h / N a(1 n), where N a denoes he nuber o aduls + n he seady-sae populaon. (6) The governen budge s balanced - he oal aoun o preus receved s equal o oal benes pad, ( p π b π ) µ we =. e u The ehod o copung he seady sae s slar o he ehod descrbed n Wlson (21b). Frs, he expeced oal labour supply n he econoy s calculaed. Then gven bene raes, b, he expeced oal aoun o penson and eployen nsurance benes s calculaed. The preu rae, p, s hen se and a guess o he ranser, T, s ade. The level o opal asse holdngs o agens n he econoy can be copued recursvely, gven he level o ransers. Then, he values o accdenal bequess (ransers) are calculaed and copared o he guessed level o ransers. I he wo values are equal he procedure s copleed, oherwse, he guessed level o ransers s updaed and he copuaonal procedure s repeaed unl convergence s acheved. 5 III. Model Calbraon In he odel econoes nvesgaed, each perod corresponds o one year. Agens have unceran lespan bu coonly know age-specc survval raes. The axu lespan s se a 95 years, and all agens de beore her 95 h brhday. Agens begn supplyng labour and akng decsons regardng consupon and asse holdngs a 2 years o age. Agens ully whdraw ro he labour orce a 65. There s no aggregae uncerany, bu here exss eployen uncerany a he ndvdual level. Agens save 8

10 o suppleen ncoe receved ro he governen eployen nsurance and penson progras, o sooh consupon over he le cycle. Populaon In he odel econoes exaned, a no-graon scenaro was assued or splcy. 6 Survval raes were derved ro he rao o he populaon o he populaon plus deahs a each age. Ths rao was calculaed usng he 1987 sascs or Canada, ro he CANSIM daabase (Sascs Canada). Age-specc raes can be calculaed or sngle ages ro brh o 69 years o age. Age-specc survval raes or agens n he cohor groups, 7-74, 75-79, 8-84, and 9 and older, were assued o be consan or each age over he age caegory. The survval rae o 94 year-olds s se o. Ferly raes were consruced usng he 1987 age-specc erly raes o eales ro Sascs Canada (1993) n ve-year cohors ro years o age, o years o age. Ferly raes were assued consan over all ages n each cohor group. Over 196-2, he sex rao o brhs n Canada averaged 1.55 ales or every eale. For he odel econoes, he ale-eale spl aong newborns s se o 1.55:1. For splcy, he seady-sae populaon dsrbuon or ales was hen used or he odel econoy. Ths was done o avod odelng eale erly decsons, and labour orce parcpaon decsons durng chld-rearng years. Gven he Canadan populaon paraeers, and a no-graon process, he populaon growh rae n he seady-sae was calculaed o be.79%. Anoher odel econoy was calculaed usng he hgher erly raes o Canadan eales n 197, whch resuls n a seady-sae populaon growh rae o.43%. 7 These populaon dsrbuons are copared wh he dsrbuons o he Canadan populaon n 1987 and 2 n Fgure 2. 5 A ore dealed descrpon s ncluded n he appendx. 6 Ths s done o elnae coplcaons ha arse n ryng o odel derences n gran wealh holdngs upon arrval and labour arke characerscs n econoes wh eployen uncerany. See Soresleen (2) or an llusraon o odelng hese derences n econoes whou eployen uncerany. 7 The seady-sae populaon calculaon procedure s descrbed n he appendx. 9

11 Earnngs and Eployen Uncerany The age-specc labour endowen prole s consruced usng he average earnngs levels o CPP Male conrbuors n 1987, ro Healh and Welare Canada (1989:Table 13), or agens beween he ages o 2 and 64 (nclusve). The eployen nsurance bene rae s se a 45% o earnngs or = 2 o Eployen uncerany was odeled by usng he age-specc uneployen raes or ales beween he ages o weny and sxy-our or Agens n he odel econoy are eher eployed or uneployed. All agens are wllng o work, bu hose who are uneployed canno work due o a shorage o deand, and wages do no adjus o clear he arke. The probably o beng uneployed n a gven perod or an agen s unrelaed o he probably o beng uneployed n any oher perod. The oral hazard proble resulng ro he exsence o an nsurance progra s no odeled n he exercse (see Hansen and Irohoroglu (1992)). Penson Progra The odel akes as gven ha agens rere a he age o 65, wheher or no a penson progra exss. The penson progra s o he pay-as-you-go ype where curren conrbuons are used o und curren benes. In he seady sae, oal benes wll equal oal conrbuons n each perod. The penson bene prole s derved ro he average aoun o onhly benes pu no play or ales, n 1987, o $35, an annual aoun o $3,66 (Healh and Welare Canada (1987)). Each successve generaon earns an average lee wage (1+g) hgher han he precedng generaon, so he bene prole s se o declne a a rae o (1+g) -1 aer he age o The endowen level upon rereen, e 65, s se o he annual aoun $3,66, and he bene rae, b, s se o 1 or = 65 o 94. The earnngs and penson bene prole s depced n Fgure 3. A second scenaro, where he penson bene rae s se o 2 (so ha he annual aoun corresponds o $7,32 n 1987), was exaned n order o quany he pac o ore 8 The average weekly bene was approxaely 45% o he average weekly earnngs over (Sascs Canada (1995: 5)). 9 Fgures ro CANSIM daabase. 1

12 generous benes on he odel econoes, benes ore n lne wh US Socal Secury. 11 Preerences and Technology The dscoun rae, β, and he consan relave rsk averson paraeer, σ, were se o 1.11 and 1.12, ollowng he esaes esablshed by Hurd (1989). The producon uncon s a sandard Cobb-Douglas wh he share o capal, α, se o.3. Deprecaon s se a.6. The scale paraeer, Β, s se o.4, o keep he opal asse holdngs whn he grd speced n he appendx. In he sall open-econoy seng, he real neres rae s exogenously gven, and s se o.2 or he odel econoes. The value or g, echnologcal progress s also se a.2. Table 1 presens odel paraeers ha are xed n he analyss. IV. Model Econoy Resuls The resuls presened n Tables 2 and 3 ndcae ha he publc provson o rereen benes can reduce he aggregae savngs rae and ncrease he relance on oregn capal n open econoes (or ncrease he equlbru neres rae n closed econoes). The enleen o odes benes aounng o 14% o age 64 average labour earnngs reduce he rereen savngs ove and reduce he aggregae savngs rae n odel econoy 1 by ore han one percenage pon, and reduce aggregae savngs rae n odel econoy 2 by wo percenage pons. The aoun o doesc savngs and asse holdngs s reduced by 23.1% and 21.7% respecvely. In he case o ore generous benes, equal o 28% o age 64 average labour ncoe, he aggregae savngs rae s reduced ro 6.3% o 3.7% n odel econoy 1, and ro 11.% o 6.8% n odel econoy 2. In such cases, he aoun o doesc savngs and asse holdngs s reduced by over ory percen. 1 Penson benes n Canada are ndexed wh he CPI, and so, wll rean consan n real ers over an ndvdual agen s rereen years. 11 The US Socal Secury progra replaces a larger poron o pre-rereen ncoe, abou double he replaceen rao o he Canada Penson Plan (Sabelhaus (1997)). 11

13 Sabelhaus (1997) shows ha ndvduals n Canada us save a hgher raes han her US counerpars because he US Socal Secury syse s uch ore generous han Canadan progras or rerees. For an ndvdual wh average annual earnngs o $5,, he US Socal Secury syse would replace 3% o hs or her earnngs n rereen. In Canada, he replaceen rae s 13%. Thus, one would expec he Canadan savngs rae o be hgher han ha o he US. The resuls or he odel econoes wh he bene level se o 1 are ndcave o he eec o Canadan rereen ncoe polcy on he aggregae savngs rae, whereas he resuls wh he bene level se o 2 are ndcave o he eec o US rereen ncoe polcy. Ths paper has deonsraed ha a publc pay-as-you-go penson syse can reduce he savngs rae and doesc capal holdngs, and ncrease he curren accoun dec and oregn ndebedness n sple le-cycle econoes o overlappng generaons. In a closed econoy, he rae o reurn on capal would ncrease and wages would all. Ths paper does no presen a odel ha nvesgaes he nduceen eec o pensons on rereen as dscussed n Feldsen (1974). Sabelhaus (1997) presens evdence ha he Canadan savngs rae ay also have been hgher durng he 197s and 198s as he labour orce parcpaon rae o Canadan ales aged 65 and older ell uch ore draacally han ha n he US. An nvesgaon no hese ssues wll be le or uure work. V. Concluson In he ajor ndusralzed naons, he declne n aggregae savngs raes has concded wh he nroducon and ncreased generosy o publc nsurance progras o help allevae povery. One resul o hs proved socal conscousness has been he draac ncrease n he ncoes o he elderly. The provson o socal secury and penson benes has lowered povery levels o he aged. In he US, prvae savngs raes ncreased n he 195s as he relave econoc saus o he elderly ell. The savngs declne n he pas hry years has concded wh a perod when he relave ncoes o he elderly have ncreased (Suers and Carroll (1987: 626)). The ypcal 7 year-old n he US oday s consung one-h ore han 12

14 he ypcal 3 year-old. Ths s a draac change ro he 196s when he average 7 year-old consued wo-hrds o he average consupon o a 3 year-old (Gokhale, Kolko and Sabelhaus (1996)). Socal secury and rereen polcy has played an nsruenal role n ncreasng he ncoes and allevang povery o he elderly. As he sple odel econoes nvesgaed n hs paper have shown, pay-as-you-go socal secury progras reduce prvae savng, and can help explan par o he savngs declne experenced by os naons. I s no he nen o hs paper o encourage he reducon o benes o encourage aggregae savngs, bu raher o show how penson progras reduce savngs ncenves. Oher ehods o proong doesc raes o savng have and should be pursued. The elnaon o governen decs s a ghy sep owards ncreasng he aggregae savngs rae o he US and Canada. Proong labour producvy growh s anoher (see Wlson (21c)). Reerences Banng, K.G., and Boadway, R. (1996), Reor o Rereen Incoe Polcy. Kngson: School o Polcy Sudes, Queen s Unversy a Kngson, Onaro. Bernhe, B.D. and Shoven, J.B. (1991), Naonal Savng and Econoc Perorance. NBER, Chcago. Bohn, H. (1999), Should he Socal Secury Trus Fund Hold Eques? An Inergeneraonal Welare Analyss, Revew o Econoc Dynacs 2: Bosworh, B. (1991), The Global Declne n Savng: Soe Inernaonal Coparsons. In Savng and Polcy, Cenre or Econoc Polcy Research, Ausralan Naonal Unversy, Canberra. Cagan, P. (1965), The Eec o Penson Plans on Aggregae Savngs. Naonal Bureau o Econoc Research, New York. Eery, J.H. and Rongve, I (1999), Much Ado Abou Nohng? Deographc Bulges, he Producvy Puzzle and CPP Reor, Coneporary Econoc Polcy 17(1): Feldsen, M.S. (1974), Socal Secury, Induced Rereen, and Aggregae Capal Accuulaon, Journal o Polcal Econoy 82: Gale, W.G., and Sabelhaus, J. (1999), Perspecves on he Household Savng Rae. Brookngs Papers on Econoc Acvy, no.1. 13

15 Gokhale, J., Kolko, L.J., and Sabelhaus, J. (1996), Undersandng he Poswar Declne n US Savng: A Cohor Analyss. NBER Workng Paper Seres No Gordon, R.J. (2), Macroeconocs, Eghh Edon. Addson-Wesley, Massachuses. Hansen, G.D., and Irohoroglu, A. (1992), The Role o Uneployen Insurance n an Econoy wh Lqudy Consrans and Moral Hazard. Journal o Polcal Econoy 1 (1): Healh and Welare Canada (1987), Monhly Sascs, Incoe Secury Progras. Oawa. Healh and Welare Canada (1989), Canada Penson Plan Conrbuors, Oawa. Hubbard, R.G., and Judd, K.L. (1987), Socal Secury and Indvdual Welare: Precauonary Savng, Borrowng Consrans, and he Payroll Tax. The Aercan Econoc Revew 77 (4): Hubbard, R.G., Sknner, J. and Zeldes, S.P. (1995), Precauonary Savng and Socal Insurance. Journal o Polcal Econoy 13 (2): Hugge, M. (1996), Wealh dsrbuon n le-cycle econoes, Journal o Moneary Econocs 38: Hugge, M. and Venura, G. (1999), On he Dsrbuonal Eecs o Socal Secury Reor, Revew o Econoc Dynacs 2: Hurd, M.D. (1989), Moraly Rsk and Bequess, Econoerca 57, 4: Kaona, G. (1964), Prvae Pensons and Indvdual Savngs. Survey Research Cener, Insue or Socal Research, Unversy o Mchgan, Ann Arbor. Munnell, A.H. (1977), The Fuure o Socal Secury. Brookngs Insuon, Washngon. Peers, S. (1995), Explorng Canadan Values: Foundaons or Well-Beng. CPRN Sudy No.F1, rev. ed. Canadan Polcy Research Nework, Oawa. Ros-Rull, J.V. (1994), Populaon Changes and Capal Accuulaon: The Agng o he Baby Boo, anuscrp, Unversy o Pennsylvana. Sabelhaus, J. (1997), Publc polcy and savng n he Uned Saes and Canada, Canadan Journal o Econocs 3: Sascs Canada (1993), Seleced Brh and Ferly Sascs, Canada, Oawa, Caalogue Sascs Canada (1995), Uneployen Insurance Sascs. Oawa, Caalogue 73-22S. Soresleen, K. (2), Susanng Fscal Polcy Through Igraon, Journal o Polcal Econoy 18: Suers, L. and Carroll, C. (1987), Why s U.S. Naonal Savng So Low? Brookngs Papers on Econoc Acvy, Volue 1987, Issue 2: Wlson, S.J. (21a), A Dynac General Equlbru Analyss o Mgraon and Capal Accuulaon: The Case o Canada. Dscusson Paper No. 86, Deparen o Econocs, Unversy o Regna. Wlson, S.J. (21b), The Quanave Sgncance o Precauonary Savngs n Le- Cycle Econoes. Dscusson Paper No. 98, Deparen o Econocs, Unversy o Regna. Wlson, S.J. (21c), The Declne n Savngs: Should We Be Surprsed? Dscusson Paper No. 1, Deparen o Econocs, Unversy o Regna. 14

16 Appendx A: Seady-Sae Populaon Dsrbuon The age dsrbuon o he populaon a a pon n e s denoed by he (2I x 1) vecor µ, where µ = [ µ 1, µ 2, µ I, µ 1, µ 2, µ I, ] T. Agens o age, and gender h ( or eales and or ales), ace a probably s,h o survvng ro he age o o he age o +1 ha s consan over e. The uncondonal probably o survvng o age k s s( k) = Π s. The vecor o age and gender specc erly raes s φ, and s assued k 1 j= 1 j consan over e. The nuber o gender newborns a e s: µ k 1, k, = φ, h, h µ, h, 1 where k denoes he gender o he newborn, and h denoes he gender o he agen (brhparen). The populaon o age agens (where > 1) a e s: µ,h, = s -1,h µ -1,h,-1. The law o oon o he populaon s represened by he arx Γ, where, Γ = φ 1, φ 2, s1, ( 1 + θ1, ) s2, ( 1+ θ φ 1, φ 2, so ha µ = Γµ -1. 2, ) φ I 1, si 1, ( 1+ θ I 1, ) φ I 1, φ I, φ I, φ 1, φ 1, s1, ( 1+ θ1, ) φ I 1, φ I 1, si 1, ( 1 + θ I 1, ) φ I, φ I, In order o copue he seady-sae o he odel econoy, he seady-sae age dsrbuon o hs econoy us be derved. To do hs, he egenvalues and egenvecors o he arx descrbng he law o oon o he populaon are copued. 15

17 The larges egenvalue o he arx Γ s equal o he seady-sae growh rae o he populaon. The seady-sae age dsrbuon o he populaon s dened by he produc µ* = Γ b µ, where each eleen o Γ s equal o he correspondng eleen o Γ scaled by s larges egenvalue, and where b s sucenly large so ha Γ b+1 µ - Γ b µ (). Appendx B: Soluon Mehod In he sall open econoy raework he reurn on capal s deerned on nernaonal arkes. Gven he seady-sae age dsrbuon, he aggregae seady-sae capal sock s calculaed by solvng he equaon ha denes he reurn on capal. Wages are se o he argnal producvy o labour. Seady-sae equlbra are copued usng he ollowng algorh: (1) Gven here s no aggregae uncerany, calculae he expeced value o he aggregae labour supply, he expeced value o he capal sock, oal oupu, and he wage rae. Then, gven he nsurance bene rae, and he expeced nuber o uneployed agens and he nuber o pensoners o each age cohor, calculae he preu rae. (2) Guess he value or he ranser o accdenal bequess, T. (3) Calculae he opal decson rules, c, a, o all agens aged Iw (15) o I (94), wh he values o a I w 1 and a I +1 se o zero, and aggregae over he odel econoy. To do hs, he ndvdual s dynac prograng proble us be solved: (a) ( ( 1 σ V a, l, ) = ax u c) + β (1 + g) s( ) E[ V ( a, l, + 1) ( a, l, )], ( c, a ) subjec o, c + a (1 + g ) Ra + (1 p) wl ( ) e( ) + bw (1 l( )) e( ) + T (b) c, a, a = = I w-1 or I. (c) l() = 1 wh prob = e e p and wh prob 1- p. 16

18 The decson rules are calculaed by axzng he value uncon on grdpons dened over he sae space. 2 evenly spaced grdpons were used or he asse varables a and a, and wo grdpons were used or l. For each perod o an ndvdual s le, he value uncon was calculaed on egh llon grdpons. The opal value o a or a gven value o a and l was ha value where he value uncon was axzed. (4) Consruc populaon saples wh rando labour characerscs usng he age-specc labour endowens and eployen probables. Calculae he asse holdngs o each agen o he saple, gven hs eployen hsory. For each populaon saple, calculae he value o accdenal bequess, T, ro a rando saple o agens ro each cohor who de whn n a gven perod, or each populaon saple, and nd he average over saples. (5) I he average value o T calculaed n sep (4) ders ro he nal guess n sep (1), repea he procedure usng he resul ro sep (4) as he nal guess unl convergence s acheved. The populaon saples were consruced usng he seady-sae populaon dsrbuon or he odel econoy. Thry saples o y housand agens were used o nd he average values n sep (4). 17

19 Table 1: Fxed Model Paraeers α β δ σ r g I w I w I b 2-64 s raes, Canada Table 2: Model Econoy 1 Resuls 1987 erly raes, n = -.79 (all raes n percenages) EI Preu Rae 3.4 Penson Bene Rae (b ) 1 2 Penson Preu Rae Ne Savngs Rae Foregn Capal Inlow Rae Percenage o doesc asse holdngs reduced due o publc pensons Noe: The oal preu rae (p s he su o he EI preu rae and he penson preu rae. Table 3: Model Econoy 2 Resuls 197 erly raes, n =.4 (all gures n percenages) EI Preu Rae 3.5 Penson Bene Rae (b ) 1 2 Penson Preu Rae Ne Savngs Rae Foregn Capal Inlow Rae Percenage o doesc asse holdngs reduced due o publc pensons Noe: The oal preu rae (p s he su o he EI preu rae and he penson preu rae. 18

20 Fgure 1: Canadan Ne Savngs Raes, Source: CANSIM Marces 8614, Ne Savng Rae Personal Savng Rae Busness Savng Rae Governen Savng Rae Foregn Savng Rae Fgure 2: Seady-Sae Populaon Dsrbuons Model Econoy 1 Model Econoy Dsrbuon 2 Dsrbuon Noe: The age cohors are grouped n one year age cohors unl 7, and are hen grouped n ve-year age cohors ro 7 o 89, and he nal age cohor consss o hose aged 9 and older. 19

21 Fgure 3: Model Econoy Earnngs and Penson Bene Prole Average Earnngs o Male CPP Conrbuors, 1987 Esaed Penson Bene Prole,

Fixed Income Attribution. Remco van Eeuwijk, Managing Director Wilshire Associates Incorporated 15 February 2006

Fixed Income Attribution. Remco van Eeuwijk, Managing Director Wilshire Associates Incorporated 15 February 2006 Fxed Incoe Arbuon eco van Eeuwk Managng Drecor Wlshre Assocaes Incorporaed 5 February 2006 Agenda Inroducon Goal of Perforance Arbuon Invesen Processes and Arbuon Mehodologes Facor-based Perforance Arbuon

More information

The Rules of the Settlement Guarantee Fund. 1. These Rules, hereinafter referred to as "the Rules", define the procedures for the formation

The Rules of the Settlement Guarantee Fund. 1. These Rules, hereinafter referred to as the Rules, define the procedures for the formation Vald as of May 31, 2010 The Rules of he Selemen Guaranee Fund 1 1. These Rules, herenafer referred o as "he Rules", defne he procedures for he formaon and use of he Selemen Guaranee Fund, as defned n Arcle

More information

SHIPPING ECONOMIC ANALYSIS FOR ULTRA LARGE CONTAINERSHIP

SHIPPING ECONOMIC ANALYSIS FOR ULTRA LARGE CONTAINERSHIP Journal of he Easern Asa Socey for Transporaon Sudes, Vol. 6, pp. 936-951, 2005 SHIPPING ECONOMIC ANALYSIS FOR ULTRA LARGE CONTAINERSHIP Chaug-Ing HSU Professor Deparen of Transporaon Technology and Manageen

More information

Economizing on Liquidity with Deferred Settlement Mechanisms

Economizing on Liquidity with Deferred Settlement Mechanisms Kur Johnson, Jaes J. McAndrews, and Ko Soraäk Econozng on Lqudy wh Deferred Seleen Mechanss Real-e gross seleen (RTGS) syses such as he Federal Reserve s Fedwre Funds Servce enable parcpang banks o sele

More information

A New Method to Evaluate Equity-Linked Life Insurance

A New Method to Evaluate Equity-Linked Life Insurance Coneporary Manageen Research Pages -, Vol. 0, No., March 04 do:0.790/cr.097 A New Mehod o Evaluae Equy-Lnked Lfe Insurance Mng-Shann Tsa Naonal Unversy of Kaohsung E-Mal: [email protected] Shh-Cheng Lee Yuan-Ze

More information

Selected Financial Formulae. Basic Time Value Formulae PV A FV A. FV Ad

Selected Financial Formulae. Basic Time Value Formulae PV A FV A. FV Ad Basc Tme Value e Fuure Value of a Sngle Sum PV( + Presen Value of a Sngle Sum PV ------------------ ( + Solve for for a Sngle Sum ln ------ PV -------------------- ln( + Solve for for a Sngle Sum ------

More information

Methodology of the CBOE S&P 500 PutWrite Index (PUT SM ) (with supplemental information regarding the CBOE S&P 500 PutWrite T-W Index (PWT SM ))

Methodology of the CBOE S&P 500 PutWrite Index (PUT SM ) (with supplemental information regarding the CBOE S&P 500 PutWrite T-W Index (PWT SM )) ehodology of he CBOE S&P 500 PuWre Index (PUT S ) (wh supplemenal nformaon regardng he CBOE S&P 500 PuWre T-W Index (PWT S )) The CBOE S&P 500 PuWre Index (cker symbol PUT ) racks he value of a passve

More information

Health Shocks, Disability and Work

Health Shocks, Disability and Work Healh Shocs Dsably and Wor Maaren Lndeboo a Ana Llena-Nozal b Bas van der Klaauw c Noveber 2007 Absrac: Ths paper focuses on he relaon beween he onse of a dsably and eployen oucoes. We develop an even-hsory

More information

MORE ON TVM, "SIX FUNCTIONS OF A DOLLAR", FINANCIAL MECHANICS. Copyright 2004, S. Malpezzi

MORE ON TVM, SIX FUNCTIONS OF A DOLLAR, FINANCIAL MECHANICS. Copyright 2004, S. Malpezzi MORE ON VM, "SIX FUNCIONS OF A DOLLAR", FINANCIAL MECHANICS Copyrgh 2004, S. Malpezz I wan everyone o be very clear on boh he "rees" (our basc fnancal funcons) and he "fores" (he dea of he cash flow model).

More information

Levy-Grant-Schemes in Vocational Education

Levy-Grant-Schemes in Vocational Education Levy-Gran-Schemes n Vocaonal Educaon Sefan Bornemann Munch Graduae School of Economcs Inernaonal Educaonal Economcs Conference Taru, Augus 26h, 2005 Sefan Bornemann / MGSE Srucure Movaon and Objecve Leraure

More information

Optimal Taxation. 1 Warm-Up: The Neoclassical Growth Model with Endogenous Labour Supply. β t u (c t, L t ) max. t=0

Optimal Taxation. 1 Warm-Up: The Neoclassical Growth Model with Endogenous Labour Supply. β t u (c t, L t ) max. t=0 Opmal Taxaon Reference: L&S 3rd edon chaper 16 1 Warm-Up: The Neoclasscal Growh Model wh Endogenous Labour Supply You looked a lle b a hs for Problem Se 3. Sudy planner s problem: max {c,l,,k +1 } =0 β

More information

How To Calculate Backup From A Backup From An Oal To A Daa

How To Calculate Backup From A Backup From An Oal To A Daa 6 IJCSNS Inernaonal Journal of Compuer Scence and Nework Secury, VOL.4 No.7, July 04 Mahemacal Model of Daa Backup and Recovery Karel Burda The Faculy of Elecrcal Engneerng and Communcaon Brno Unversy

More information

Social security, education, retirement and growth*

Social security, education, retirement and growth* Hacenda P úblca Espa ñola / Revsa de Econom ía P úblca, 198-(3/2011): 9-36 2011, Insuo de Esudos Fscales Socal secury, educaon, reremen and growh* CRUZ A. ECHEVARR ÍA AMAIA IZA** Unversdad del Pa ís Vasco

More information

12/7/2011. Procedures to be Covered. Time Series Analysis Using Statgraphics Centurion. Time Series Analysis. Example #1 U.S.

12/7/2011. Procedures to be Covered. Time Series Analysis Using Statgraphics Centurion. Time Series Analysis. Example #1 U.S. Tme Seres Analyss Usng Sagraphcs Cenuron Nel W. Polhemus, CTO, SaPon Technologes, Inc. Procedures o be Covered Descrpve Mehods (me sequence plos, auocorrelaon funcons, perodograms) Smoohng Seasonal Decomposon

More information

Working Paper Ageing, demographic risks, and pension reform. ETLA Discussion Papers, The Research Institute of the Finnish Economy (ETLA), No.

Working Paper Ageing, demographic risks, and pension reform. ETLA Discussion Papers, The Research Institute of the Finnish Economy (ETLA), No. econsor www.econsor.eu Der Open-Access-Publkaonsserver der ZBW Lebnz-Informaonszenrum Wrschaf The Open Access Publcaon Server of he ZBW Lebnz Informaon Cenre for Economcs Lassla, Jukka; Valkonen, Tarmo

More information

THE IMPACT OF UNSECURED DEBT ON FINANCIAL DISTRESS AMONG BRITISH HOUSEHOLDS. Ana del Río and Garry Young. Documentos de Trabajo N.

THE IMPACT OF UNSECURED DEBT ON FINANCIAL DISTRESS AMONG BRITISH HOUSEHOLDS. Ana del Río and Garry Young. Documentos de Trabajo N. THE IMPACT OF UNSECURED DEBT ON FINANCIAL DISTRESS AMONG BRITISH HOUSEHOLDS 2005 Ana del Río and Garry Young Documenos de Trabajo N.º 0512 THE IMPACT OF UNSECURED DEBT ON FINANCIAL DISTRESS AMONG BRITISH

More information

Working Paper Contract design and insurance fraud: An experimental investigation

Working Paper Contract design and insurance fraud: An experimental investigation econsor www.econsor.eu Der Open-Access-Publkaonsserver der ZBW Lebnz-Inforaonszenru Wrschaf The Open Access Publcaon Server of he ZBW Lebnz Inforaon Cenre for Econocs Laers, Frauke; Schller, Jörg Workng

More information

Lecture 40 Induction. Review Inductors Self-induction RL circuits Energy stored in a Magnetic Field

Lecture 40 Induction. Review Inductors Self-induction RL circuits Energy stored in a Magnetic Field ecure 4 nducon evew nducors Self-nducon crcus nergy sored n a Magnec Feld 1 evew nducon end nergy Transfers mf Bv Mechancal energy ransform n elecrc and hen n hermal energy P Fv B v evew eformulaon of

More information

Index Mathematics Methodology

Index Mathematics Methodology Index Mahemacs Mehodology S&P Dow Jones Indces: Index Mehodology Ocober 2015 Table of Conens Inroducon 4 Dfferen Varees of Indces 4 The Index Dvsor 5 Capalzaon Weghed Indces 6 Defnon 6 Adjusmens o Share

More information

Parallel to the decline in macroeconomic

Parallel to the decline in macroeconomic Frm Volaly and Cred: Macroeconomc nalyss Leo Kaas Ths paper examnes a racable real busness cycle model wh dosyncrac producvy shocks and bndng cred consrans on enrepreneurs. The model shows how frm volaly

More information

A Real-time Adaptive Traffic Monitoring Approach for Multimedia Content Delivery in Wireless Environment *

A Real-time Adaptive Traffic Monitoring Approach for Multimedia Content Delivery in Wireless Environment * A Real-e Adapve Traffc Monorng Approach for Muleda Conen Delvery n Wreless Envronen * Boonl Adpa and DongSong Zhang Inforaon Syses Deparen Unversy of Maryland, Balore Couny Balore, MD, U.S.A. [email protected],

More information

Fiscal Consolidation Strategy

Fiscal Consolidation Strategy JOHN F. COGAN JOHN B. TAYLOR VOLKER WIELAND MAIK WOLTERS Fscal Consoldaon Sraegy Insue for Moneary and Fnancal Sably GOETHE UNIVERSITY FRANKFURT AM MAIN WORKING PAPER SERIES NO. 6 () Insue for Moneary

More information

GUIDANCE STATEMENT ON CALCULATION METHODOLOGY

GUIDANCE STATEMENT ON CALCULATION METHODOLOGY GUIDANCE STATEMENT ON CALCULATION METHODOLOGY Adopon Dae: 9/28/0 Effecve Dae: //20 Reroacve Applcaon: No Requred www.gpssandards.org 204 CFA Insue Gudance Saemen on Calculaon Mehodology GIPS GUIDANCE STATEMENT

More information

Optimal Testing Resource Allocation, and Sensitivity Analysis in Software Development

Optimal Testing Resource Allocation, and Sensitivity Analysis in Software Development Opal Tesng Resource Allocaon, and Sensvy Analyss n Sofware Developen Chn-Yu Huang, Meber, IEEE Mchael R. Lyu 2, Fellow, IEEE Keywords: Sofware relably, esng resource allocaon, non-hoogeneous Posson processes,

More information

Insurance. By Mark Dorfman, Alexander Kling, and Jochen Russ. Abstract

Insurance. By Mark Dorfman, Alexander Kling, and Jochen Russ. Abstract he Impac Of Deflaon On Insurance Companes Offerng Parcpang fe Insurance y Mar Dorfman, lexander Klng, and Jochen Russ bsrac We presen a smple model n whch he mpac of a deflaonary economy on lfe nsurers

More information

Spline. Computer Graphics. B-splines. B-Splines (for basis splines) Generating a curve. Basis Functions. Lecture 14 Curves and Surfaces II

Spline. Computer Graphics. B-splines. B-Splines (for basis splines) Generating a curve. Basis Functions. Lecture 14 Curves and Surfaces II Lecure 4 Curves and Surfaces II Splne A long flexble srps of meal used by drafspersons o lay ou he surfaces of arplanes, cars and shps Ducks weghs aached o he splnes were used o pull he splne n dfferen

More information

Ground rules. Guide to the calculation methods of the FTSE Actuaries UK Gilts Index Series v1.9

Ground rules. Guide to the calculation methods of the FTSE Actuaries UK Gilts Index Series v1.9 Ground rules Gude o he calculaon mehods of he FTSE Acuares UK Gls Index Seres v1.9 fserussell.com Ocober 2015 Conens 1.0 Inroducon... 4 1.1 Scope... 4 1.2 FTSE Russell... 5 1.3 Overvew of he calculaons...

More information

An International Comparison of the TFP Levels of Japanese, Korean and Chinese Listed Firms

An International Comparison of the TFP Levels of Japanese, Korean and Chinese Listed Firms JCER DISCUSSION PAPER No.0 An Inernaonal Coparson of he TFP Levels of ese Korean and Chnese Lsed Frs (Ths paper s a par of he research proec Inernaonal Coparson of TFP Levels n ese Korean & Chnese Lsed

More information

HEURISTIC ALGORITHM FOR SINGLE RESOURCE CONSTRAINED PROJECT SCHEDULING PROBLEM BASED ON THE DYNAMIC PROGRAMMING

HEURISTIC ALGORITHM FOR SINGLE RESOURCE CONSTRAINED PROJECT SCHEDULING PROBLEM BASED ON THE DYNAMIC PROGRAMMING Yugoslav Journal o Operaons Research Volume 19 (2009) Number 2, 281-298 DOI:10.2298/YUJOR0902281S HEURISTIC ALGORITHM FOR SINGLE RESOURCE CONSTRAINED PROJECT SCHEDULING PROBLEM BASED ON THE DYNAMIC PROGRAMMING

More information

The US Dollar Index Futures Contract

The US Dollar Index Futures Contract The S Dollar Inde uures Conrac I. Inroducon The S Dollar Inde uures Conrac Redfeld (986 and Eyan, Harpaz, and Krull (988 presen descrpons and prcng models for he S dollar nde (SDX fuures conrac. Ths arcle

More information

The Feedback from Stock Prices to Credit Spreads

The Feedback from Stock Prices to Credit Spreads Appled Fnance Projec Ka Fa Law (Keh) The Feedback from Sock Prces o Cred Spreads Maser n Fnancal Engneerng Program BA 3N Appled Fnance Projec Ka Fa Law (Keh) Appled Fnance Projec Ka Fa Law (Keh). Inroducon

More information

Return Calculation of U.S. Treasury Constant Maturity Indices

Return Calculation of U.S. Treasury Constant Maturity Indices Reurn Calculaion of US Treasur Consan Mauri Indices Morningsar Mehodolog Paper Sepeber 30 008 008 Morningsar Inc All righs reserved The inforaion in his docuen is he proper of Morningsar Inc Reproducion

More information

What influences the growth of household debt?

What influences the growth of household debt? Wha nfluences he growh of household deb? Dag Hennng Jacobsen, economs n he Secures Markes Deparmen, and Bjørn E. Naug, senor economs n he Research Deparmen 1 Household deb has ncreased by 10 11 per cen

More information

Kalman filtering as a performance monitoring technique for a propensity scorecard

Kalman filtering as a performance monitoring technique for a propensity scorecard Kalman flerng as a performance monorng echnque for a propensy scorecard Kaarzyna Bjak * Unversy of Souhampon, Souhampon, UK, and Buro Informacj Kredyowej S.A., Warsaw, Poland Absrac Propensy scorecards

More information

THE HEALTH BENEFITS OF CONTROLLING CARBON EMISSIONS IN CHINA 1. by Richard F. GARBACCIO; Mun S. HO; and Dale W. JORGENSON

THE HEALTH BENEFITS OF CONTROLLING CARBON EMISSIONS IN CHINA 1. by Richard F. GARBACCIO; Mun S. HO; and Dale W. JORGENSON THE HEALTH BENEFITS OF CONTROLLING CARBON EMISSIONS IN CHINA 1 by Rchard F. GARBACCIO; Mun S. HO; and Dale W. JORGENSON 1. Inroducon Ar polluon from rapd ndusralzaon and he use of energy has been recognzed

More information

13. a. If the one-year discount factor is.905, what is the one-year interest rate?

13. a. If the one-year discount factor is.905, what is the one-year interest rate? CHAPTER 3: Pracice quesions 3. a. If he one-year discoun facor is.905, wha is he one-year ineres rae? = DF = + r 0.905 r = 0.050 = 0.50% b. If he wo-year ineres rae is 0.5 percen, wha is he wo-year discoun

More information

Analyzing Energy Use with Decomposition Methods

Analyzing Energy Use with Decomposition Methods nalyzng nergy Use wh Decomposon Mehods eve HNN nergy Technology Polcy Dvson [email protected] nergy Tranng Week Pars 1 h prl 213 OCD/ 213 Dscusson nergy consumpon and energy effcency? How can energy consumpon

More information

Estimating intrinsic currency values

Estimating intrinsic currency values Cung edge Foregn exchange Esmang nrnsc currency values Forex marke praconers consanly alk abou he srenghenng or weakenng of ndvdual currences. In hs arcle, Jan Chen and Paul Dous presen a new mehodology

More information

INTERNATIONAL JOURNAL OF STRATEGIC MANAGEMENT

INTERNATIONAL JOURNAL OF STRATEGIC MANAGEMENT IJSM, Volume, Number, 0 ISSN: 555-4 INTERNATIONAL JOURNAL OF STRATEGIC MANAGEMENT SPONSORED BY: Angelo Sae Unversy San Angelo, Texas, USA www.angelo.edu Managng Edors: Professor Alan S. Khade, Ph.D. Calforna

More information

Network Effects on Standard Software Markets: A Simulation Model to examine Pricing Strategies

Network Effects on Standard Software Markets: A Simulation Model to examine Pricing Strategies Nework Effecs on Sandard Sofware Markes Page Nework Effecs on Sandard Sofware Markes: A Smulaon Model o examne Prcng Sraeges Peer Buxmann Absrac Ths paper examnes sraeges of sandard sofware vendors, n

More information

THÈSE L UNIVERSITÉ BORDEAUX 1

THÈSE L UNIVERSITÉ BORDEAUX 1 THÈSE PRÉSENTÉE À L UNIVERSITÉ BORDEAUX ÉCOLE DOCTORALE DES SCIENCES PHYSIQUES ET DE L INGENIEUR Par Bahan ROSTAMI-TABAR POUR OBTENIR LE GRADE DE DOCTEUR SPÉCIALITÉ: PRODUCTIQUE ARIMA DEMAND FORECASTING

More information

FOREIGN AID AND ECONOMIC GROWTH: NEW EVIDENCE FROM PANEL COINTEGRATION

FOREIGN AID AND ECONOMIC GROWTH: NEW EVIDENCE FROM PANEL COINTEGRATION JOURAL OF ECOOMIC DEVELOPME 7 Volume 30, umber, June 005 FOREIG AID AD ECOOMIC GROWH: EW EVIDECE FROM PAEL COIEGRAIO ABDULASSER HAEMI-J AD MAUCHEHR IRADOUS * Unversy of Skövde and Unversy of Örebro he

More information

Pricing of Arithmetic Asian Quanto-Basket Options

Pricing of Arithmetic Asian Quanto-Basket Options Helsnk Unversy of Technology Faculy of Inforaon and Naural cences Deparen of Maheacs and yses Analyss Ma-.8 Independen research proecs n appled aheacs Prcng of Arhec Asan Quano-Baske Opons Tana Eronen

More information

The Cause of Short-Term Momentum Strategies in Stock Market: Evidence from Taiwan

The Cause of Short-Term Momentum Strategies in Stock Market: Evidence from Taiwan he Cause of Shor-erm Momenum Sraeges n Sock Marke: Evdence from awan Hung-Chh Wang 1, Y. Angela Lu 2, and Chun-Hua Susan Ln 3+ 1 B. A. Dep.,C C U, and B. A. Dep., awan Shoufu Unversy, awan (.O.C. 2 Dep.

More information

Jonathan Crook 1 Stefan Hochguertel 2

Jonathan Crook 1 Stefan Hochguertel 2 TI 2007-087/3 Tnbergen Insue Dscusson Paper US and European Household Deb and Cred Consrans Jonahan Crook Sefan Hochguerel 2 Unversy of Ednburgh; 2 VU Unversy Amserdam, and Tnbergen Insue. Tnbergen Insue

More information

TAX COMPETITION AND BRAIN DRAIN IN THE EUROPEAN UNION MEMBERS

TAX COMPETITION AND BRAIN DRAIN IN THE EUROPEAN UNION MEMBERS Year V, No.7/2008 133 AX COMPEON AND BRAN DRAN N HE EUROPEAN UNON MEMBERS Lec. Raluca DRĂCEA, PhD Lec. Crsan SANCU, PhD Unversy of Craova 1. nroducon he presen paper ams o sudy he correlaon beween he bran

More information

Fundamental Analysis of Receivables and Bad Debt Reserves

Fundamental Analysis of Receivables and Bad Debt Reserves Fundamenal Analyss of Recevables and Bad Deb Reserves Mchael Calegar Assocae Professor Deparmen of Accounng Sana Clara Unversy e-mal: [email protected] February 21 2005 Fundamenal Analyss of Recevables

More information

Tax Deductions, Consumption Distortions, and the Marginal Excess Burden of Taxation

Tax Deductions, Consumption Distortions, and the Marginal Excess Burden of Taxation a Deducons, Consumpon Dsorons, and he argnal Ecess Burden of aaon Ian W. H. Parry Dscusson Paper 99-48 Augus 999 66 P Sree, NW Washngon, DC 20036 elephone 202-328-5000 Fa 202-939-3460 Inerne: hp://www.rff.org

More information

Linear Extension Cube Attack on Stream Ciphers Abstract: Keywords: 1. Introduction

Linear Extension Cube Attack on Stream Ciphers Abstract: Keywords: 1. Introduction Lnear Exenson Cube Aack on Sream Cphers Lren Dng Yongjuan Wang Zhufeng L (Language Engneerng Deparmen, Luo yang Unversy for Foregn Language, Luo yang cy, He nan Provnce, 47003, P. R. Chna) Absrac: Basng

More information

Handelsbanken Sweden All Bond Tradable Index. Index Rules v2.8 Version as of 28 January 2011

Handelsbanken Sweden All Bond Tradable Index. Index Rules v2.8 Version as of 28 January 2011 Handelsbanken Sweden All Bond Tradable ndex ndex Rules v28 Verson as of 28 January 20 ndex Descrpon Handelsbanken Sweden All Bond Tradable ndex (he ndex ) s a arke value weghed ndex conssng of Swedsh orgage

More information

The Incentive Effects of Organizational Forms: Evidence from Florida s Non-Emergency Medicaid Transportation Programs

The Incentive Effects of Organizational Forms: Evidence from Florida s Non-Emergency Medicaid Transportation Programs The Incenve Effecs of Organzaonal Forms: Evdence from Florda s Non-Emergency Medcad Transporaon Programs Chfeng Da* Deparmen of Economcs Souhern Illnos Unversy Carbondale, IL 62901 Davd Denslow Deparmen

More information

IMES DISCUSSION PAPER SERIES

IMES DISCUSSION PAPER SERIES IMS DISCUSSION PPR SRIS Rsk Managemen for quy Porfolos of Japanese Banks kra ID and Toshkazu OHB Dscusson Paper No. 98--9 INSTITUT FOR MONTRY ND CONOMIC STUDIS BNK OF JPN C.P.O BOX 23 TOKYO 1-863 JPN NOT:

More information

Y2K* Stephanie Schmitt-Grohé. Rutgers Uni ersity, 75 Hamilton Street, New Brunswick, New Jersey 08901 E-mail: [email protected].

Y2K* Stephanie Schmitt-Grohé. Rutgers Uni ersity, 75 Hamilton Street, New Brunswick, New Jersey 08901 E-mail: grohe@econ.rutgers.edu. Revew of Economc Dynamcs 2, 850856 Ž 1999. Arcle ID redy.1999.0065, avalable onlne a hp:www.dealbrary.com on Y2K* Sephane Schm-Grohé Rugers Unersy, 75 Hamlon Sree, New Brunswc, New Jersey 08901 E-mal:

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

Capacity Planning. Operations Planning

Capacity Planning. Operations Planning Operaons Plannng Capacy Plannng Sales and Operaons Plannng Forecasng Capacy plannng Invenory opmzaon How much capacy assgned o each producon un? Realsc capacy esmaes Sraegc level Moderaely long me horzon

More information

An Electricity Trade Model for Microgrid Communities in Smart Grid

An Electricity Trade Model for Microgrid Communities in Smart Grid An Electrcty Trade Model for Mcrogrd Countes n Sart Grd Tansong Cu, Yanzh Wang, Shahn Nazaran and Massoud Pedra Unversty of Southern Calforna Departent of Electrcal Engneerng Los Angeles, CA, USA {tcu,

More information

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

APPLICATION OF CHAOS THEORY TO ANALYSIS OF COMPUTER NETWORK TRAFFIC Liudvikas Kaklauskas, Leonidas Sakalauskas

APPLICATION OF CHAOS THEORY TO ANALYSIS OF COMPUTER NETWORK TRAFFIC Liudvikas Kaklauskas, Leonidas Sakalauskas The XIII Inernaonal Conference Appled Sochasc Models and Daa Analyss (ASMDA-2009) June 30-July 3 2009 Vlnus LITHUANIA ISBN 978-9955-28-463-5 L. Sakalauskas C. Skadas and E. K. Zavadskas (Eds.): ASMDA-2009

More information

Internet Appendix to Product Market Competition, Insider Trading and Stock Market Efficiency *

Internet Appendix to Product Market Competition, Insider Trading and Stock Market Efficiency * Inerne Appendix o Produc Marke Copeiion, Insider Trading and Sock Marke Efficiency * In his appendix, we verify ha our resuls are robus o a nuber of changes. We firs confir ha hey are insensiive o he definiion

More information

Relationship between stock index and increments of stock market trading accounts

Relationship between stock index and increments of stock market trading accounts Relaionship beween sock index and increens of sock arke rading accouns Zhenlong Zheng, Yangshu Liu Zhenlong Zheng, a professor fro Deparen of Finance, Xiaen Universiy, Xiaen, Fujian, 6005, China. E-ail:

More information

Prices of Credit Default Swaps and the Term Structure of Credit Risk

Prices of Credit Default Swaps and the Term Structure of Credit Risk Prces of Cred Defaul Swaps and he Term Srucure of Cred Rsk by Mary Elzabeh Desrosers A Professonal Maser s Projec Submed o he Faculy of he WORCESTER POLYTECHNIC INSTITUTE n paral fulfllmen of he requremens

More information

HEAT CONDUCTION PROBLEM IN A TWO-LAYERED HOLLOW CYLINDER BY USING THE GREEN S FUNCTION METHOD

HEAT CONDUCTION PROBLEM IN A TWO-LAYERED HOLLOW CYLINDER BY USING THE GREEN S FUNCTION METHOD Journal of Appled Mahemacs and Compuaonal Mechancs 3, (), 45-5 HEAT CONDUCTION PROBLEM IN A TWO-LAYERED HOLLOW CYLINDER BY USING THE GREEN S FUNCTION METHOD Sansław Kukla, Urszula Sedlecka Insue of Mahemacs,

More information

Proceedings of the 2008 Winter Simulation Conference S. J. Mason, R. R. Hill, L. Mönch, O. Rose, T. Jefferson, J. W. Fowler eds.

Proceedings of the 2008 Winter Simulation Conference S. J. Mason, R. R. Hill, L. Mönch, O. Rose, T. Jefferson, J. W. Fowler eds. Proceedngs of he 008 Wner Smulaon Conference S. J. Mason, R. R. Hll, L. Mönch, O. Rose, T. Jefferson, J. W. Fowler eds. DEMAND FORECAST OF SEMICONDUCTOR PRODUCTS BASED ON TECHNOLOGY DIFFUSION Chen-Fu Chen,

More information

Market-Wide Short-Selling Restrictions

Market-Wide Short-Selling Restrictions Marke-Wde Shor-Sellng Resrcons Anchada Charoenrook and Hazem Daouk + Ths verson: Augus 2005 Absrac In hs paper we examne he effec of marke-wde shor-sale resrcons on skewness volaly probably of marke crashes

More information

Natural Gas, Public Investment and Debt Sustainability in Mozambique

Natural Gas, Public Investment and Debt Sustainability in Mozambique WP/3/26 aural Gas Publc Invesmen and Deb Susanably n Mozambque Govann Melna and Y Xong 23 Inernaonal Moneary Fund WP/3/26 IMF Workng Paper Afrcan Deparmen and Research Deparmen aural Gas Publc Invesmen

More information

Guidelines and Specification for the Construction and Maintenance of the. NASDAQ OMX Credit SEK Indexes

Guidelines and Specification for the Construction and Maintenance of the. NASDAQ OMX Credit SEK Indexes Gudelnes and Specfcaon for he Consrucon and Manenance of he NASDAQ OMX Cred SEK Indexes Verson as of Aprl 7h 2014 Conens Rules for he Consrucon and Manenance of he NASDAQ OMX Cred SEK Index seres... 3

More information

The Virtual Machine Resource Allocation based on Service Features in Cloud Computing Environment

The Virtual Machine Resource Allocation based on Service Features in Cloud Computing Environment Send Orders for Reprns o [email protected] The Open Cybernecs & Sysemcs Journal, 2015, 9, 639-647 639 Open Access The Vrual Machne Resource Allocaon based on Servce Feaures n Cloud Compung Envronmen

More information

The current account-interest rate relation: A panel data study for OECD countries

The current account-interest rate relation: A panel data study for OECD countries E3 Journal of Busness Managemen and Economcs Vol. 3(2). pp. 048-054, February, 2012 Avalable onlne hp://www.e3journals.org/jbme ISSN 2141-7482 E3 Journals 2012 Full lengh research paper The curren accoun-neres

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

Decentralized Model Reference Adaptive Control Without Restriction on Subsystem Relative Degrees

Decentralized Model Reference Adaptive Control Without Restriction on Subsystem Relative Degrees 1464 IEEE TRANSACTIONS ON AUTOMATIC CONTROL, VOL 44, NO 7, JULY 1999 [5] S Kosos, Fne npu/oupu represenaon of a class of Volerra polynoal syses, Auoaca, vol 33, no 2, pp 257 262, 1997 [6] S Kosos and D

More information

Multiple Periodic Preventive Maintenance for Used Equipment under Lease

Multiple Periodic Preventive Maintenance for Used Equipment under Lease Mulle Perodc Prevenve Manenance or Used Equmen under ease Paarasaya Boonyaha, Jarumon Jauronnaee, Member, IAENG Absrac Ugradng acon revenve manenance are alernaves o reduce he used equmen alures rae whch

More information

International Portfolio Equilibrium and the Current Account

International Portfolio Equilibrium and the Current Account Inernaonal Porfolo Equlbrum and he Curren Accoun Rober Kollmann (*) ECARE Free Unversy of Brussels Unversy of Pars XII Cenre for Economc Polcy Research UK Ocober 006 Ths paper analyzes he deermnans of

More information

Diversification in Banking Is Noninterest Income the Answer?

Diversification in Banking Is Noninterest Income the Answer? Dversfcaon n Bankng Is Nonneres Income he Answer? Kevn J. Sroh Frs Draf: March 5, 2002 Ths Draf: Sepember 23, 2002 Absrac The U.S. bankng ndusry s seadly ncreasng s relance on nonradonal busness acves

More information

SPC-based Inventory Control Policy to Improve Supply Chain Dynamics

SPC-based Inventory Control Policy to Improve Supply Chain Dynamics Francesco Cosanno e al. / Inernaonal Journal of Engneerng and Technology (IJET) SPC-based Invenory Conrol Polcy o Improve Supply Chan ynamcs Francesco Cosanno #, Gulo Gravo #, Ahmed Shaban #3,*, Massmo

More information

This research paper analyzes the impact of information technology (IT) in a healthcare

This research paper analyzes the impact of information technology (IT) in a healthcare Producvy of Informaon Sysems n he Healhcare Indusry Nrup M. Menon Byungae Lee Lesle Eldenburg Texas Tech Unversy, College of Busness MS 2101, Lubbock, Texas 79409 [email protected] The Unversy of Illnos a

More information

DEPARTMENT OF ECONOMETRICS AND BUSINESS STATISTICS. Exponential Smoothing for Inventory Control: Means and Variances of Lead-Time Demand

DEPARTMENT OF ECONOMETRICS AND BUSINESS STATISTICS. Exponential Smoothing for Inventory Control: Means and Variances of Lead-Time Demand ISSN 440-77X ISBN 0 736 094 X AUSTRALIA DEPARTMENT OF ECONOMETRICS AND BUSINESS STATISTICS Exponenal Smoohng for Invenory Conrol: Means and Varances of Lead-Tme Demand Ralph D. Snyder, Anne B. Koehler,

More information

Malaysia s International Relations and Foreign Direct Investment (FDI): A Structural Change Analysis

Malaysia s International Relations and Foreign Direct Investment (FDI): A Structural Change Analysis www.ccsene.org/ass Asan Socal Scence Vol. 6, No. 7; July Malaysa s Inernaonal Relaons and Foregn Drec Invesmen (FDI: A Srucural Change Analyss Har Wa Mun Faculy of Accounancy and Managemen, Unvers Tunku

More information

Trading volume and stock market volatility: evidence from emerging stock markets

Trading volume and stock market volatility: evidence from emerging stock markets Invesmen Managemen and Fnancal Innovaons, Volume 5, Issue 4, 008 Guner Gursoy (Turkey), Asl Yuksel (Turkey), Aydn Yuksel (Turkey) Tradng volume and sock marke volaly: evdence from emergng sock markes Absrac

More information

Interest Rate Swap Pricing: A Classroom Primer

Interest Rate Swap Pricing: A Classroom Primer Ineres Rae Swap Pricing: A Classroo Prier Parick J. Cusais, CFA, The Pennsylvania Sae Universiy - Harrisburg ABSTRACT In his paper I presen an inroducory lesson on ineres rae swaps and wo odels or ineres

More information

Performance Measurement for Traditional Investment

Performance Measurement for Traditional Investment E D H E C I S K A N D A S S E T M A N A G E M E N T E S E A C H C E N T E erformance Measuremen for Tradonal Invesmen Leraure Survey January 007 Véronque Le Sourd Senor esearch Engneer a he EDHEC sk and

More information

JCER DISCUSSION PAPER

JCER DISCUSSION PAPER JCER DISCUSSION PAPER No.135 Sraegy swchng n he Japanese sock marke Ryuch Yamamoo and Hdeak Hraa February 2012 公 益 社 団 法 人 日 本 経 済 研 究 センター Japan Cener for Economc Research Sraegy swchng n he Japanese

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

Cost- and Energy-Aware Load Distribution Across Data Centers

Cost- and Energy-Aware Load Distribution Across Data Centers - and Energy-Aware Load Dsrbuon Across Daa Ceners Ken Le, Rcardo Banchn, Margare Maronos, and Thu D. Nguyen Rugers Unversy Prnceon Unversy Inroducon Today, many large organzaons operae mulple daa ceners.

More information