Fertility-related pensions and cyclical instability. Luciano Fanti * and Luca Gori **

Size: px
Start display at page:

Download "Fertility-related pensions and cyclical instability. Luciano Fanti * and Luca Gori **"

Transcription

1 Friliy-rlad pnsions and cyclical insabiliy Luciano Fani * and Luca Gori ** Dparmn of Economics, Univrsiy of Pisa, Via Cosimo Ridolfi, 0, I 5624 Pisa (PI), Ialy. Absrac Using an ovrlapping gnraions Cobb-Douglas conomy wih ndognous friliy, w show ha h inroducion of a friliy rlad componn in unfundd public pnsions may dsabilis h conomy and caus chaoic flucuaions whn individuals ar shor-sighd. In paricular, h risk of cyclical insabiliy incrass wih boh h individual dgr of hrifinss and h rlaiv wigh of individual friliy in h pnsion sysm, whil bing rducd by a highr prfrnc for having childrn. I is illusrad for ralisic conomis ha if PAYG pnsions ar linkd o individual friliy, hn vn a small-sizd pnsion sysm brings h conomy ino h unsabl rgion wih chaoic flucuaions. Our rsuls idnify a novl possibl facor rsponsibl for h riggr of prsisn drminisic cycls in an ovrlapping gnraions conx, and also rprsn a policy warning abou h dramaic dsabilising ffcs of friliy-rlad pnsion rforms, which ar currnly high in h horical dba as wll as in h poliical agnda in svral dvlopd counris. Kywords Endognous friliy; Friliy-rlad pnsions; Myopic forsigh; OLG modl JEL Classificaion C62; H55; J4; J8; J26 W wish o hank Profssor Odd Galor for hlpful commns. Usual disclaimrs apply. * addrss: lfani@c.unipi.i; l.: ; fax: ** Corrsponding auhor. addrss: luca.gori@c.unipi.i; l.: ; fax:

2 . Inroducion Social scuriy is a pillar of h wlfar sa in svral dvlopd counris, and is ssnially basd on pay-as-you-go (PAYG) public pnsions, i.. currn workrs financ pnsions o currn pnsionrs. Th friliy crisis ha has affcd and indd sill affcs a lo of counris around h world (.g., Grmany, Ialy, Japan and Spain) is hraning h viabiliy of public pnsion budgs, as h numbr of young conribuors is sadily falling and h numbr of old bnficiaris is sadily rising (du o also h rducd adul moraliy). Moivad by h hrif of boh aging and blow-rplacmn friliy on h xisnc of h widsprad PAYG sysms, pnsion rforms ar currnly high on h poliical agndas of many govrnmns, spcially in Europ (s,.g., Bori al., 200, 2002; Blindr and Krugr, 2004). As a rmdy agains h ponial ngaiv ffcs of h friliy crisis on PAYG pnsions, i has bn suggsd, amongs ohr hings, o incniv familis o hav mor childrn in ordr o incras h raio of conomically aciv o oal populaion, for insanc hrough h public provision of child allowancs (van Grozn al, 2003; van Grozn and Mijdam, 2008). Morovr, linking h siz of h pnsion arrangmn rcivd whn by h old-agd o h numbr of childrn raisd whn young may b anohr inrsing insrumn ha migh b usd o promo h friliy rcovry as wll as for opimaliy purposs (s, Kolmar, 997; Abio al, 2004; Fng and Mir, 2005, 2009; Cigno and Wrding, 2007). As policy implicaions, alhough friliy-rlad pnsions wr alrady prsn in som pnsion sysms, many conomiss and policy makrs argud for a furhr xnsion, 2 ofn wih vry laborad proposals. 3 In h words of Cigno (2007, p. 39) xampls of his ar h majoraion d dur d assuranc pour nfans in h Frnch Rgim Gnral, and h Swdish xrapnsion for barn. In 986, h Grman govrnmn sard crdiing parns who wihdraw from h labour mark o look afr a child wih a noional pnsion conribuion, Kindrrzihungszin, originally s a 75 prcn of avrag arnings, for up o on yar. Lar, his noional

3 As rgards h imporan issu of drminisic businss cycls in compiiv conomy, h ida ha cyclical bhaviours can occur in OLG modls vn wih prfc forsigh is wll known in liraur (Grandmon, 985), in paricular in h noclassical growh OLG modl in boh h manygoods (Bnhabib and Nishimura, 979) and on-good conomis (Farmr, 986; Richlin, 986), bu his crucially rquirs ha producion facors mus b rlaivly complmn (i.. h lasiciy of capial-labour subsiuion mus b lowr han ha of h Cobb-Douglas chnology) and consumpion and lisur mus b gross subsiu. Morovr, wih myopic forsigh, h sady sa may b oscillaory and xhibi drminisic complx cycls (Michl and d la Croix, 2000, d la Croix and Michl, 2002; Fani and Spaaro, 2008), bu only providd ha h inr-mporal lasiciy of subsiuion in h uiliy funcion is highr han uniy (i.., highr han in h cas of Cobb-Douglas prfrncs). Whil a growing body of liraur on h rlaionship bwn pnsions, friliy, longviy and conomic growh has bn dvlopd in h las dcads (s, amongs many ohrs, Zhang al., 200, 2003; Pcchnino and Pollard, 2005), lss anion has bn paid o h dynamical ffcs of public PAYG pnsions in an conomy wih ovrlapping gnraions (OLG) and ndognous friliy, in paricular in h cas of friliy-rlad PAYG schms. conribuion was raisd o 00 prcn of avrag arnings, and xndd o hr yars. Sinc 996, howvr, h condiion ha h parn should acually giv up work in ordr o qualify for h bnfi has bn rmovd, and Kindrrzihungszin has bcom a friliy-rlad pnsion bnfi jus lik h Frnch and Swdish ons. 2 For insanc Sinn (2007, p. 0) argus ha h currn friliy rlad lmn in h pnsion formula for Grmany is oo low: Th pnsion sysm in Grmany provids som rlif for mohrs who rais an addiional child and work n yars afr h birh. Thy rciv, in rms of currn valu,,000 Euros as an addiional pnsion. This is clos o nohing. 3 Only for rfrnc o on of h mos auhoriaiv rform proposals, w ci Cigno al. (2003) ha claims ha an ffciv policy is o inroduc pnsion bnfis coningn on h oal (or ponial rahr han acual bcaus vn h childrn may wan o wihdraw from h labour mark for a crain im priod o rais childrn) arning capaciy of h pnsionr s own childrn (s also Cigno, 2007; Cigno and Wrding, 2007). 2

4 Th aim of his papr is o provid a dpr undrsanding of h sabiliy ffcs of public PAYG pnsions in a xbook OLG conomy (.g. Diamond, 965) whn friliy is ndognous and uiliy and producion funcions ar Cobb-Douglas. I is show ha whn individuals ar shor-sighd, h inroducion of a friliy-rlad componn in h pnsion formula may hav dramaic dsabilising ffcs and drminisic chaos appars vn for vry small-sizd PAYG schms. In such a cas, in fac, h ngaiv ffc of public pnsions on capial accumulaion is highr han in h cas of a pur PAYG schm, du o h rol playd by boh h prfrncs for childrn and prfrnc for fuur consumpion, which, on h conrary, do no play any rol in h absnc of friliy-rlad lmns in h pnsion formula. Friliy-rlad pnsions, hrfor, ac as an conomic dsabilisr in ovrlapping gnraions conomis. Th conribu of his papr o h liraur is wofold: (i) i invsigas h dynamical propris so far, o h bs of our knowldg, nglcd of an conomy wih a friliy-rlad public pnsion, nowihsanding h fac ha h lar is a vry dbad issu; (ii) i shows a novl drminan (i.. a friliy-rlad public pnsion) of drminisic conomic (rgular as wll as chaoic) cycls, which mrg vn wih boh Cobb-Douglas uiliy and producion funcions. Th policy implicaions of h papr s findings ar clar: o h xn ha dvlopd counris show, rahr plausibly, low prfrnc for childrn and high prfrnc for fuur consumpion (wih myopic forsigh), h ofn advocad rform for such counris of inroducing (or xnding) a friliy rlad lmn in h public pnsion formula may dsabilis h conomy and b rsponsibl of chaoic conomic flucuaions. Th rmaindr of h papr is organisd as follows. In scion 2 w dvlop h modl. In scion 3 h dynamical faurs ar analysd and discussd. Scion 4 concluds. 2. Th modl 2.. Govrnmn 3

5 Th govrnmn rdisribus across gnraions wih PAYG ransfrs from h young o h old ha ar parially or oally linkd o h numbr of childrn raisd whn young. A im, hrfor, currn workrs financ pnsions o currn pnsionrs, and h friliy-rlad pay-as-you-go (FR- PAYG hncforh) pnsion accouning rul in pr workr rms rads as p [( ω) n ω n ] = w + θ, () h lf-hand sid ( p ) bing h pnsion xpndiur and h righ-hand sid h ax rcips. In paricular, w is h wag arnd by h young workrs a im, 0 < θ < is h fixd conribuion ra and 0 ω is a wighing paramr of h diffrn disribuion ruls for oal conribuion o PAYG pnsions. In paricular, i masurs h imporanc of h individual numbr of childrn rlaiv o h avrag numbr of childrn in h PAYG sysm (s, for insanc, Kolmar, 997; Abio al., 2004; Fng and Mir, 2005, 2009; Fng and von Wizsäckr, 200). Th polar cass ω = 0 and ω = imply a pur PAYG schm and a PAYG schm oally linkd o individual friliy, rspcivly. Thrfor, Eq. () shows ha a im PAYG pnsions dpnd on (i) h individual ra of friliy, n, a im wih a shar ω of h conribuion, and (ii) h avrag ra of friliy in h whol conomy, n, a im wih a shar ω of h conribuion. Following Fng and Mir (2005, p. 34), w dfin h policy variabl ω h child facor Individuals Considr a gnral quilibrium OLG closd conomy populad by idnical individuals. Lif is dividd ino childhood and adulhood. In h formr priod ach individual dos no mak conomic dcisions. In h lar priod sh works and bars childrn whn young and sh is rird whn old. Only young individuals (of masur N ) join h workforc. Thy ar ndowd wih on uni of im supplid inlasically on h labour mark, whil rciving a uniary wag incom a h 4

6 compiiv ra w. This incom is usd o consum, o sav, o bar childrn and o financ marial consumpion of h ldrly hrough h public pnsion schm Eq. (). Raising childrn is cosly, and h amoun of rsourcs ha parns nd o ak car of hm is givn by a monary cos q pr child, wih 0 < q < bing h prcnag of child-raring cos on working incom. 4 w Thrfor, h budg consrain facd by an individual of h young (child baring) gnraion a rads as: ( θ ) c + s + q w n = w, (2), i.. wag incom n of conribuions paid o ransfr rsourcs from work im o rirmn im is dividd ino marial consumpion whn young, c,, savings, s, and h cos of baring childrn, q w n. Old individuals ar rird and liv wih h amoun of rsourcs savd whn young plus h xpcd inrss accrud a h ra r + and h xpcd public pnsion bnfi p +. A im +, hrfor, h budg consrain of an old rird prson sard working a is: ( + r + ) s + w ( ω), + = + [ n ω n ] c2 θ +, (3) i.. marial consumpion whn old, c,, is h sum of priva savings plus h xpcd inrs and h xpcd public pnsion bnfi. 2 + Each adul individual of gnraion draws uiliy from young-agd consumpion ( c, ), old-agd consumpion ( c 2, + ) and h numbr of childrn sh wishs o rais ( n ). 5 Assuming logarihmic prfrncs, h rprsnaiv individual nring h working priod a solvs h following problm: 4 This child cos srucur is similar o ha adopd by, amongs many ohrs, Wiggr (999) and Boldrin and Jons (2002). 5 This ramn of h ra of friliy in h uiliy funcion is rahr usual, (s,.g., Ecksin and Wolpin, 985; Galor and Wil, 996; van Grozn al., 2003; van Grozn and Mijdam, 2008). 5

7 { c c n } U ( c, c, n ) =,, 2, ln( c, ) + β ln( c2, ) + ln( n ), + + max +, (4) φ, 2, subjc o Eqs. (2) and (3), whr 0 < β < is h subjciv discoun facor or, alrnaivly, h individual rlaiv dgr of hrifinss, and 0 < φ < capurs h parns as for childrn. Th firs ordr condiions for an inrior soluion ar givn by: c 2, + c, = + r β +, (5) c, n w + φ = q w ω θ. (6) + r + Eq. (5) quas h marginal ra of subsiuion bwn working priod consumpion and rirmn priod consumpion o hir rlaiv prics (i.. h xpcd inrs ra drmind on h capial mark). Eq. (6) quas h marginal ra of subsiuion bwn working priod consumpion and h numbr of childrn o h xpcd marginal cos of raising an xra child. This cos is givn by h diffrnc bwn h monary cos of baring an addiional child and h prsn valu of h xpcd pnsion bnfi wighd by h child facor. Th highr h child facor, h lowr h xpcd n marginal cos of raising an xra child. If ω = 0 (pur PAYG pnsions), h cos of child raring is only drmind as a shar of h working incom. In conras, if 0 < ω (FR-PAYG pnsions), a posiiv inr-gnraional ffc xiss ha causs a rducion in h gross monary cos of childrn du o h highr bnfi rcivd by ach pnsionr, i.. individuals wan o subsiu young-agd consumpion wih childrn. Now, combining Eqs. (5) and (6) wih h individual lifim budg consrain givs h dmand for childrn and h saving ra, rspcivly: n = ( θ ) ( + β + φ) q w [( + β ) ω + ] φ w w φ θ + r + +, (7) s = ( θ ) ( + β + φ) q w [( + β ) ω + φ] w w θ + r β q w w + ( β ω + φ) θ + r (8) 6

8 Eq. (7) drmins h individual numbr of childrn in a parial quilibrium conx. A ris in h child facor causs a posiiv inr-gnraional ffc ha rducs h marginal cos of child baring and hus incrass friliy ( n / ω > 0 ). Eq. (8), insad, drmins h saving ra in a parial quilibrium conx. I rvals ha h child facor plays a wofold counrbalancing rol: (a) i rducs h saving ra bcaus individuals will xpc a highr pnsion bnfi as long as h numbr of hir dscndan raiss (i.. h ngaiv ffc givn by h xpcd public pnsion componn h scond rm in squar bracks of Eq. 8 incrass, whil kping h priva saving componn unaffcd h firs rm in squar bracks of Eq. 8), 6 and (b) i incrass h saving ra sinc a highr child facor maks mor convnin o subsiu young-agd consumpion wih childrn a im (i.. rducs h dnominaor of Eq. 8). Howvr, h final (parial quilibrium) ffc of a ris in h child facor on savings is ngaiv ( s / ω < 0 ), ha is h posiiv saving-ffc (b) is always dominad by h ngaiv saving-ffc (a) Firms Firms ar idnical and ac compiivly on h mark. Aggrga producion a im ( Y ) aks plac by combining capial ( K ) and labour ( L = N in quilibrium) according o h consan rurns o scal Cobb-Douglas chnology α α L Y = AK, whr A > 0 is a scal paramr and 0 < α < is h oupu lasiciy of capial. Dfining k := K / N and y := Y / N as capial and oupu pr workr, rspcivly, h innsiv form producion funcion may b wrin as α Ak y =. Assuming oal dprciaion of capial a h nd of ach priod and normalising h 6 W dnod h scond rm in squar bracks of Eq. (8) as h xpcd public pnsion componn and h firs rm in squar bracks of Eq. 8 as h priva saving componn only for xposiory purposs. 7 Th proof is no prsnd for conomy of spac, bu i is of cours availabl on rqus. 7

9 pric of final oupu o uniy, profi maximisaion implis ha facor inpus ar paid hir marginal producs, ha is: α r = αak, (9) w α ( α ) Ak =. (0) 2.4. Equilibrium Givn h govrnmn budg Eq. () and knowing ha populaion volvs according o N = n + N, mark-claring in goods and capial marks is xprssd (in pr workr rms) as n k = + s. () From Eq. (), and rcalling h analysis of Eqs. (7) and (8) in scion 2.2, w obsrv ha h xisnc of a friliy-rlad componn in h PAYG sysm ( 0 < ω ) ngaivly affcs capial accumulaion pr workr sinc, on h on sid, i incrass h friliy ra and, on h ohr sid, i dcrass h saving ra. Mor in dails, using Eqs. (7) and (8) o subsiu ou for n and s, rspcivly, quilibrium implis: k + β = q w φ β ω + φ w θ φ + r + +. (2) Eq. (2) shows ha h quilibrium sock of capial a + is drmind as h diffrnc bwn h priva saving componn and h xpcd public pnsion componn a, boh dividd by h as or childrn. Th formr (h firs addndum on h righ-hand sid of Eq. 2) xclusivly dpnds on h willingnss o sav ou of wag incom givn h assumpion of Cobb-Douglas prfrncs. Th lar (h scond addndum on h righ-hand sid of Eq. 2) dpnds on h xpcd valus of boh h wag and inrs ras. 8

10 Th xisnc of a friliy-rlad componn in h PAYG sysm ( 0 < ω ) has wo imporan ffcs on capial accumulaion: firs, i maks h crowding ou ffc of public pnsions on priva savings much srongr han h cas of pur PAYG pnsions ( ω = 0 ); scond, i maks boh h individual dgr of hrifinss ( β ) and parns as for childrn (φ ) as ponial dsabilising paramrs. In fac, a ris boh in dgr of parsimony and lov for childrn incrass h posiiv priva saving componn and h ngaiv public pnsion componn and, hnc, is final ffc on capial accumulaion may b ambiguous. As known, i is usual in h dynamical analyss of OLG modls (s.g., d la Croix and Michl, 2002) o invsiga how h pah of capial accumulaion volvs dpnding on whhr individuals hav ihr prfc or myopic xpcaions abou facor prics. Howvr, bfor saring ou wih h analysis of h dynamics of h modl, som clarificaions abou h assumpion ha an individual can choos h siz of hr pnsion by choosing h numbr of childrn sh will hav, ar in ordr. W no ha in hs modls individuals ar assumd o b aomisic and hus hy do no ak ino accoun h ra of friliy of h ohr popl, as is clar from h assumpions implici in h pnsion formula Eq. (). This mans ha h individuals ar unabl o coordina hir friliy dcisions. Ohrwis, h individuals should b, broadly spaking, ulra-raional, which would b an unusual assumpion in liraur and, according o Cigno (995, p. 7), clarly unralisic. Morovr, h rlaxaion of h aomisic individual s assumpion (ha is, individuals ar abl o coordina hir choics as rgards hir dscndans) would man ha h pur PAYG schm would always b, by consrucion, qual o a FR schm (s, Cigno, 995, p. 7). As a consqunc of h aomisic assumpion on which his class of modls is groundd, w may conjcur ha h myopic forsigh assumpion may b rahr naural, in ha if h coordinaion bwn individuals a h currn im is lacking, hn i sms o b a rahr srong hypohsis o imagin ha fuur friliy bhaviour will b prfcly fors, and, hnc, i dos no only 9

11 rprsn a spcial cas. Howvr, for h sak of complnss, blow w sudy h dynamics of h conomy in h cass of boh prfc and myopic xpcaions Prfc forsigh Wih prfc forsigh, h xpcd inrs and wag ras dpnd on h fuur valu of h pr workr sock of capial, ha is + r w + + = = αak ( α ) α + Ak α +. (3) Combining Eqs. (9), (0), (2) and (3), h dynamic quilibrium squnc of capial can b wrin as k ( α ) A ( α )( β ω + φ) q β α. (4) α φ + θ α + = k Sady-sa implis * k + = k = k, so ha: α( α ) A ( α )( β ω + φ) α * q β k = α φ θ. (5) Myopic forsigh Wih myopic forsigh, h xpcd inrs and wag ras dpnd on h currn valu of h pr workr sock of capial, ha is + r w + + = = αak ( α ) α Ak α. (6) 0

12 Combining Eqs. (9), (0), (2) and (6), h dynamic pah of capial accumulaion is now givn by: k + β β ω φ α q( α ) Ak α + θ = k. (7) φ φ α Whil h sady-sa is sill drmind by Eq. (5), h dynamics of myopic and prfc forsigh ar vry diffrn, as a simpl comparison bwn Eqs. (4) and (7) rvals (s also Michl and d la Croix, 2000). Dspi Eq. (7) is a simpl firs ordr non-linar diffrnc quaion, h dynamics of capial gnrad by such an quaion may b highly non-linar and, in paricular, ndognous flucuaions may mrg. Th local sabiliy propris of a doubl Cobb-Douglas conomy wih ndognous friliy, FR-PAYG pnsions and myopic xpcaions ar analysd in h nx scion Local sabiliy wih myopic xpcaions In his scion w wish o invsiga h drminisic dynamics dfind by Eq. (7) nar h sady sa and assss h prsnc of possibl local ndognous drminisic flucuaions. From Eqs. (5) and (7), h following proposiion holds: Proposiion. In a doubl Cobb-Douglas OLG conomy wih ndognous friliy, FR-PAYG pnsions and shor-sighd individuals, h dynamics of capial is h following. () L 0 < α < α3 hold. Thn θ < θ <, and: (.) if 0 < θ < θ, h dynamics of capial is monoonic and convrgn o * k ; 8 Th (local) sabiliy propris of an conomy wih prfc forsigh is brifly prsnd in Appndix. Diffrn from h cas of myopic xpcaion, in h cas of raional xpcaions (apar from h criicism discussd abov) h conomy dos no xhibi any inrsing dynamical faur.

13 (.2) if θ < θ < θ, h dynamics of capial is oscillaory and convrgn o (.3) if θ = θ, a flip bifurcaion mrgs; (.4) if θ < θ <, h dynamics of capial is oscillaory and divrgn o * k. * k ; (2) L α 3 < α < α hold. Thn θ <, θ >, and: (2.) if 0 < θ < θ, h dynamics of capial is monoonic and convrgn o (2.2) if θ < θ <, h dynamics of capial is oscillaory and convrgn o * k ; * k. (3) L α < α hold. Thn θ > θ >, and h dynamics of capial is monoonic and convrgn < o * k for any 0 < < θ, whr θ = θ 2 α φ θ = θ( α, β, φ, ω) : =, (8) 2 ( α β, φ, ω) ( α ) β ω + φ ( + α ) φ + = θ ( α ) β ω + φ α α α, : =, (9) 2 [ ], / 2 < α = α( β, φ, ω) : = β ω + φ φ( β ω + φ) α <, (20) β ω [ ], / < α3 α 3 = α3( β, φ, ω) : = 2β ω + 3φ φ( 8β ω + 9φ ) 3 < α. (2) 2β ω Proof. Diffrniaing Eq. (7) wih rspc o k and using Eq. (5) givs: k k + * = α θ k = k ( α ) α 2 β ω + φ. (22) φ Monoonic and non-monoonic dynamics 2

14 k + > From Eq. (22), h condiion * 0 k = k k < implis ( α ) 2 β ω + φ > < α θ 0 θ θ, (23) α φ < > whr θ = θ (dfind by Eq. 8) rprsns h valu of h conribuion ra blow (byond) which h dynamics of capial is monoonic (non-monoonic). In paricular, θ < ( θ > ) for any 0 < α < α ( α < α < ). Morovr, θ < if and only if α < α and α > α 2, whr α is dfind by [ ] 2 2. Sinc / 2 β ω < α < and α > 2 for any Eq. (20) and α = α ( β, φ, ω) : = β ω + φ + φ( β ω + φ) β, φ and 0 < ω, hn h cas α > α 2 can b ruld ou. k+ Now, * < givs k = k k α θ ( α ) α 2 β ω + φ α φ < θ >. (24) φ α β ω + φ Thrfor, in h cas of monoonic dynamics h conomy always convrgs o h saionary sa k + irrspciv of h siz of h pnsion sysm, i.. 0 < * < k = k k for any 0 < θ <. Non-monoonic dynamics: sabiliy analysis k + > Th condiion * k = k k < implis: ( α ) 2 β ω + φ > < α θ θ θ, (25) α φ < > whr θ = θ > θ (dfind by Eq. 9) is h flip bifurcaion valu of h conribuion ra, i.. h hrshold valu of θ blow (byond) which h sady sa is sabl (unsabl). In paricular, θ < 3

15 ( θ > ) for any 0 < α < α3 ( α 3 < α < ). Morovr, θ < if and only if α < α3 and α > α 4, whr α is dfind by Eq. (2), α α ( β, φ, ω) : = 2β ω + 3φ + φ( 8β ω 9φ ) 3 [ ] = 4 and α 3 < α. Sinc 2β ω 4 + /3 < α 3 < α and α > 4 for any β, φ and 0 < ω, hn h cas α > α 4 can b ruld ou. Thrfor, k+ (i) if 0 < α < α3 hn θ < θ < and (.) 0 < * < k = k k for any 0 < θ < θ, (.2) k + < * < k = k k 0 k + for any θ < θ < θ, (.3) * = k = k k if and only if θ = θ, and (.4) k k + * < k = k for any θ < θ <. This provs poin (); k+ (ii) if α 3 < α < α hn θ <, θ > and (2.) 0 < * < k = k k for any 0 < θ < θ, and (2.2) k + < * < k = k k 0 for any θ < θ <. This provs poin (2); k+ (iii) if α < α < hn θ > θ > and 0 < * < k = k k for any 0 < θ <. This provs poin (3). Q.E.D. Proposiion can asily b inrprd as follows: h sock of capial insalld a im + is drmind as h saving ra dividd by h numbr of childrn a im (s Eqs. 7, 8 and ). Thrfor, h accumulaion of capial dpnds on diffrnc bwn h priva saving componn and h public pnsion componn, boh dividd by h as for childrn (s Eq. 2). Wih Cobb- Douglas uiliy, h priva saving componn xclusivly dpnds on h marginal willingnss o 4

16 sav ou of wag incom, and rflcs h posiiv ffc on capial accumulaion of a highr working incom following a ris in k. In conras, h public pnsion componn dpnds on boh h xpcd pnsion bnfi and h xpcd inrs ra, and rflcs h ngaiv (crowding ou) ffc on capial accumulaion following a ris in k. If h priva saving componn dominas (is dominad by) h public pnsion componn, h dynamics of capial is monoonic (nonmonoonic). Whn producion is rlaivly labour-orind and h conribuion ra is low nough, h priva saving componn dominas and hus h dynamics of h conomy is monoonic and h sady sa is always sabl, i.., h so-calld saddl nod bifurcaion can nvr occur. A ris in h conribuion ra incrass h rlaiv wigh of h public pnsion componn and a nonmonoonic unsabl dynamics mrgs in ha cas. In conras, whn producion is rlaivly capial-orind h dynamics is always monoonic irrspciv of h siz of h PAYG sysm. W now prform a snsiiviy analysis of h criical valus of h conribuion ra which discriminas bwn monoonic and non-monoonic dynamics (s Eq. 8), as wll as bwn non-monoonic sabl and unsabl dynamics (s Eq. 9) in h cass of boh FR-PAYG pnsions ( 0 < ω ) and pur PAYG ( ω = 0 ) pnsions. Analysis of Eqs. (8) and (9) givs h following proposiion: Proposiion 2. Th risk of cyclical insabiliy in an conomy wih FR-PAYG pnsions is highr han wih pur PAYG pnsions. A ris in h disribuiv capial shar (α ) monoonically rducs h risk of cyclical insabiliy irrspciv of h pnsion schm. Morovr, whil wih pur PAYG pnsions a chang in h individual dgr of hrifinss ( β ), and/or in h as for childrn (φ ) is nural for sabiliy, wih FR-PAYG pnsions a ris in h child facor (ω ), and/or in h individual dgr of hrifinss as wll as a rducion in h as for childrn incrass h risk of cyclical insabiliy. 5

17 Proof. Firs, in h cas of pur PAYG pnsions ( = 0 6 ω ) Eq. (8) bcoms θ = θ( α ) : = 2 α ( α ) 2 (i.., h valu of h conribuion ra which discriminas bwn monoonic and non-monoonic dynamics is indpndn of boh h subjciv discoun facor and as for childrn), so ha θ ( α ) < ( ( α ) > ( 0 θ ) for any 0 < α < / 2 ( / 2 < α < ). Thrfor, wih FR-PAYG pnsions < ω ) h widh of h paramric rgion in h spac ( θ ) α, whr non-monoonic dynamics ar possibl is largr han h corrsponding rgion wih pur PAYG pnsions ( ω = 0 ). This mans ha whn 0 < ω, h hrshold θ ( α β, φ, ω) Scond, in h cas of pur PAYG pnsions ( = 0, can b smallr han uniy vn whn / 2 < α <. ω ) Eq. (9) bcoms θ = θ ( α ) = θ ( α ) + α : (i.., α h flip bifurcaion valu of h conribuion ra is indpndn of boh h subjciv discoun facor and as for childrn), so ha θ ( α ) < ( ( α ) > θ ) for any 0 < α < / 3 ( /3 < α < ). Thrfor, wih FR-PAYG pnsions ( 0 < ω ) h widh of h paramric rgion in h spac ( α, θ ) whr non-monoonic unsabl dynamics ar possibl is largr han h corrsponding rgion wih pur PAYG pnsions ( ω = 0 ). This mans ha whn 0 < ω, h flip bifurcaion valu ( α β, φ ω) θ,, can b smallr han uniy vn whn /3 < α <. Morovr, from Eq. (9) w g: for any 0 ω, and for any 0 < ω. Q.E.D. θ = α θ = ω θ = β θ = φ φ( + 3α ) ( α ) ( β ω + φ) 3 > α( + α ) φβ ( α ) ( β ω + φ) < 2 2 α( + α ) φω ( α ) ( β ω + φ) < 2 2 α( + α ) βω ( α ) ( β ω + φ) > 2 2 0, (26) 0, (27) 0, (28) 0, (29)

18 Figurs and 2 illusra Proposiion 2 and compar h paramric rgions in h spac ( α, θ ) ha dscrib h (sabl) monoonic and (sabl and unsabl) non-monoonic dynamics in h cass of pur PAYG pnsions (Figur ) and FR-PAYG pnsions (Figur 2). I is clarly shown ha whil in a pur PAYG conx cyclical insabiliy ariss only whn α < / 3, in a FR-PAYG conx h cyclical unsabl rgion in h spac ( α, θ ) is largr bcaus of h dsabilising ffcs playd by h child facor, h individual dgr of hrifinss and h as for childrn. Figur. Cas = 0 α,. ω (pur PAYG pnsions). Sabiliy and insabiliy rgions in h spac ( θ ) 7

19 Figur 2. Cas 0 α,. < ω (FR-PAYG pnsions). Sabiliy and insabiliy rgions in h spac ( θ ) Tabl. Paramric rgions of cyclical insabiliy ( 0 < θ < ) undr diffrn PAYG sysms. Pur PAYG ( ω = 0 ) Mixd FR-PAYG ( 0 < ω < ) Pur FR-PAYG ( ω = ) 0 < /3 < α < α < α ( β, φ, ω) 0 < α < α3( β, φ,) 0 3 Tabl summariss, for hr diffrn public PAYG schms, h hrshold valus of h oupu lasiciy of capial blow which cyclically insabiliy may mrg dpnding on h siz of h pnsion sysm. Sinc α ( β φ,) > α ( β, φ, ω) / 3 3, 3 >, i is vidn ha prsisn cycls mor likly occurs whn h wigh of individual friliy in h PAYG sysm is high. Morovr, from Proposiion 2 w may driv h following rsuls as rgards h ffcs of h prfrnc paramrs 9 on h sabiliy of h conomy: 9 I is worh noing ha diffrn paramr valus may b, broadly spaking, corrlad wih a diffrn lvl of conomic dvlopmn. For insanc: (i) h so-calld mor and mor slfish lifsyl in dvlopd counris has bn raind a rason for a rducd lov for having childrn, so ha h as for childrn migh b lowr in dvlopd rahr han dvloping and undrdvlopd counris; (ii) i is wll known ha conomic growh coms hand in hand 8

20 Rsul. To h xn ha friliy is low bcaus h prfrnc for childrn is low (.g. dvlopd counris), h inroducion of FR-PAYG pnsions ( 0 < ω ) gnras a highr risk of cyclical insabiliy han whn friliy is high bcaus h prfrnc for childrn is high (.g. undrdvlopd or dvloping counris). Rsul 2. To h xn ha h dgr of hrifinss is high bcaus h financial ducaion of individuals is high (.g. dvlopd counris), h inroducion of FR-PAYG pnsions ( 0 < ω ) gnras a highr risk of cyclical insabiliy han whn h dgr of hrifinss is low bcaus h financial ducaion of individuals is low (.g. undr-dvlopd or dvloping counris). Rsuls and 2 lad o a rahr paradoxical policy ffc. Firs, sinc h inroducion of FR-PAYG pnsions is ssnially advocad in conomis wih low friliy in ordr o ovrcom h susainabiliy issu of h widsprad public PAYG sysms, our rsuls imply ha in conomis whr h as for childrn is rlaivly low, h insabiliy risk, inducd by a pnsion rform ha links h bnfi rcivd whn old o h numbr of childrn raisd whn young, is high. This rsul holds bcaus a rducion in h as for childrn incrass friliy, rducs savings and his, in urn, incrass h ngaiv wigh of h public pnsion componn in capial accumulaion, whil kping h priva componn unaffcd (s Eq. 22) and hus conribus o dsabilis h conomy. Th causal chain of his rsul is h following: (i) blow-rplacmn friliy in dvlopd counris is on of h mos imporan causs for svral conomiss and policymakrs o suggs h inroducion of friliy-rlad pnsions; (ii) on of h rasons why friliy is oo low in indusrialisd counris is ha h prfrnc for having childrn is ( φ ) is oo low. Sinc friliywih h financial dvlopmn and ha h lar, oghr wih h corrsponding financial ducaion, works for a highr valuaion of fuur consumpion, so ha h subjciv discoun facor migh b highr in dvlopd rahr han dvloping and undrdvlopd counris. 9

21 rlad pnsions ar inroducd ssnially as a simulus for h friliy rcovry and, hnc, o kp public pnsion budg susainabl ovr im, hn h rahr surprising rsul shown in his papr is ha h dsabilisaion of h conomy inducd by FR-PAYG public pnsions bcoms a plausibl scnario for svral conomis, as shown in h numrical xampl in h nx scion. Scond, anohr paradoxical rsul can b drivd abou h ffc of h paramr ha dscribs h financial ducaion of individuals whn FR-PAYG pnsions xis. A ris in subjciv discoun facor, in fac, mans ha individuals wish o smooh consumpion ovr h rirmn priod and, hnc, sav mor whn young. This apparnly causs a sabilising ffc. Howvr, h analysis of h local sabiliy propris of h sady sa rvals ha β is nural on h priva saving componn whil incrass h wigh of h crowding-ou ffc of h public pnsion componn, and hus acs as a dsabilising dvic. Thrfor, in a counry whr h individual dgr of hrifinss is high bcaus h financial ducaion is high (.g. dvlopd counris which, unforunaly, ar hos mos plagud by undr-populaion and hn pron o considr FR pnsion rforms), h inroducion of a FR-PAYG schm may caus unsabl cycls and, as shown in h nx scion, vn chaoic moions. 3.. Chaoic dynamics: a numrical xprimn W ar now inrsd in showing h possibl mrgnc of drminisic chaos in h doubl Cobb-Douglas conomy wih FR-PAYG pnsions prsnd abov. W ak h following paramr s (only for illusraiv purposs): A = 0, α = (as is usually assumd in h conomic liraur), β = (s Žamac, 2007), φ = 0. 05, q = Th 20

22 valus of φ and q ar calibrad such ha h corrsponding friliy ra ar clos o h currn blow-rplacmn lvl obsrvd in svral dvlopd counris. 0 In Figurs 3-5 w dpic h bifurcaion diagrams for h paramr θ (which lis on h horizonal axis), wih rspc o hr diffrn valus of h child facor (ω ), rspcivly, ha is pur PAYG pnsions ( ω = 0 ), mixd FR-PAYG pnsions ( ω = ) and pur FR-PAYG pnsions ( ω = ). 2 Th vrical axis shows h limi poins of h quilibrium squnc of capial, * k. Whn h conribuion ra is rlaivly low a uniqu limi poin xiss. Whn h conribuion ra raiss a priod doubling bifurcaion mrgs. Largr PAYG pnsions imply ha priod doubling bifurcaions appar mor and mor rapidly, hus bringing h conomy ino h chaoic rgion. 3 Mor in dail, hs diagrams ar bs undrsood if w sar from h valu of θ = 0 (i.. an conomy wihou social scuriy) and hn mov owards highr valus of h conribuion ra. L us compar h polar cass of pur PAYG and pur FR-PAYG schms, rspcivly. Iniially, h quilibrium poin is sabl for boh schms. As h conribuion ra raiss, such a poin bcoms unsabl for θ = (rsp. θ = ). Th diagrams show ha h mrging 2- priod cycl is sabl. 4 0 Wih h paramr s usd abov, in fac, h long-run friliy ra is abou 0.72 (i...42 childrn for ach coupl) (whn θ = 0. 6 and ω = ), which is fairly clos o ha obsrvd in svral dvlopd counris. W us only such a graphical ool for a picorial viw of possibl chaoic dynamic bhaviours wihou mbarking in mor sophisicad analyss (.g. Lyapunov s xponns) for h dcion of chaos, givn h conomical rahr han mahmaical moivaion of h papr. 2 Numrical simulaions ar prformd by using k = as h iniial valu of h sock of capial. 3 For a dpr undrsanding of h priod-doubling rou o chaos s,.g., Dvany (2003). 4 As is known, his dpnds on h sabiliy of h fixd poins mrging from h scond ira of h diffrnc quaion Eq. (7), which migh b also analyically ascraind. For simpliciy, w limi us o graphically show such a sabiliy. 2

23 For θ = (rsp. θ = 0. 96) a 4-priod cycl ariss. This priod-doubling procss coninus as θ dcrass. Evnually, his procss sops around θ = 0. 4 (whil in h pur PAYG cas i coninus unil h suprior limi of h conribuion ra). Indd, byond such a rahr low lvl of h conribuion ra, an aracing chaoic rgion no longr xiss and h conomy is, broadly spaking, disrupd. As is vidn by h comparison of Figurs 3-5, h chaoic bhaviour gnrad by FR-PAYG pnsions mor likly appars whn h wigh of childrn in drmining h siz of h pnsion arrangmn is high. In fac, h flip bifurcaion valu of h conribuion ra dramaically shrinks from θ = o θ = whn h social scuriy sysm shifs from a pur PAYG schm o a pur FR-PAYG schm. This mans ha h inroducion of friliy componns in h pnsion formula dramaically incrass h risk of cyclical insabiliy. Givn ha, as Liikann (2007, p. 4) claimd, h pnsion conribuions in Europ would ris from hir prsn lvl of around 6% of aggrga wags o around 28% by h yar Japan, which sars ou from a lowr bas, would nd up a approximaly h sam lvl his xampl, alhough only illusraiv, shows ha wih h currn siz of h mos par of h PAYG sysms (namly, an avrag conribuion ra in Europ around 6%) and, a foriori, wih h xpcd highr fuur conribuion ra, vn rahr small friliy-rlad lmns in h pnsion formula may dsabilis and riggr conomic chaoic flucuaions. Thrfor inroducing, in hos counris currnly plagud by blowrplacmn friliy, such as svral counris in Europ, ihr mixd or pur FR-PAYG pnsions vn wih valus of h conribuion ra wll blow h currn avrag valu of 6 pr cn may hav dramaic dsabilising ffcs. To sum up, alhough friliy-rlad pnsions ar ofn advocad as a possibl rmdy agains h pril of h fuur susainabiliy of h provision of unfundd public pnsions as wll as for opimaliy purposs (s Abio al., 2004, Cigno and Wrding, 2007), h ransiion from a pur PAYG sysm (Figur 3) o a PAYG sysm parially (Figur 4) or oally (Figur 5) linkd o 22

24 individual friliy may asily opn h rou o drminisic chaos vn in prsnc of small-sizd pnsion schms. Figur 3. Cas ω = 0 (pur PAYG). Bifurcaion diagram for θ ( θ = ). 23

25 Figur 4. Cas ω = (mixd FR-PAYG). Bifurcaion diagram for θ ( θ = ). Figur 5. Cas ω = (pur FR-PAYG). Bifurcaion diagram for θ ( θ = ). 4. Conclusions W analysd h dynamics of an ovrlapping gnraions doubl Cobb-Douglas conomy wih ndognous friliy and friliy-rlad pay-as-you-go public pnsions wih boh prfc and myopic xpcaions. 5 W showd ha a friliy-rlad pnsion rform dramaically incrass h risk of cyclical insabiliy gnrad by h PAYG sysm in h cas of myopic xpcaions. Morovr, h xisnc of a friliy-rlad componn in h pnsion formula implis ha a ris in h individual dgr of hrifinss and a rducion in h as for childrn boh incras h ara of cyclical 5 In paricular, w hav argud ha h cas of myopic forsigh is rahr plausibl for his class of modls in which individuals ar aomisic and unabl o coordina hir dcisions. 24

26 insabiliy, whil boh paramrs would no affc sabiliy in h radiional public pnsion sysm. This sms o b rahr paradoxical sinc friliy-rlad pnsion rforms ar proprly advocad in conomis plagud boh by rducd saving formaion and blow-rplacmn friliy ras, in which policis aiming a incrasing h lov for saving and childrn ar implmnd for. Thrfor, w may conclud ha h inroducion (or h xnsion) of friliy rlad lmns in h pnsion formula, as rcnly advocad by many conomiss and policy-makrs, ac as a srong conomic d-sabilisr. Morovr w showd ha an conomy wih FR-PAYG pnsions conains in islf h possibiliy of drminisic complx cycls. In paricular, a numrical illusraion has shown ha h dsabilisaion of h conomy du o FR-PAYG pnsions bcoms a plausibl scnario for svral conomis. Our rsuls hav a wofold inrpraion: (i) consiu a policy warning abou h risks of (cyclical) insabiliy causd by h inroducion of friliy-rlad lmns in PAYG pnsion schms in prsnc of ralisic myopia of individuals, and (ii) hy provid a furhr drminisic xplanaion of h occurrnc of prsisn cycls in conomis wih ndognous friliy. Finally, som cavas ar in ordr: sinc our rsuls prain o spcific uiliy and producion funcions and ohr modl assumpions, hy ar of cours naiv. Howvr, i is of valu o show ha h inroducion of friliy dpndan componns in pnsion schms may b dsabilising and gnra chaoic flucuaions in rahr ralisic conomis wih social scuriy. Appndix In his appndix w brifly show ha h dynamics of a Cobb-Douglas OLG conomy wih FR- PAYG pnsions and prfc forsigh canno b cyclical. Proposiion A.. Th dynamics of capial in a doubl Cobb-Douglas OLG conomy wih FR-PAYG pnsions and prfc forsighd individuals is always monoonic and convrgn o 25 * k.

27 Proof. Diffrniaing Eq. (4) wih rspc o k and using Eq. (5) w find: k k + q β α = α αφ + θ ( α ) α = ( )( ) ( ) * α β ω + φ α * k k = k A. (A) k + Thrfor, 0 < * < k = k k for any 0 < θ <. Q.E.D. Rfrncs Abio, G., Mahiu, G., Paxo, C., On h opimaliy of PAYG pnsion sysms in an ndognous friliy sing. Journal of Pnsion Economics and Financ 3, Bnhabib, J., Nishimura, K., 979. Th Hopf bifurcaion and h xisnc and sabiliy of closd orbis in muliscor modls of opimal conomic growh. Journal of Economic Thory 2, Blindr, A.S., Krugr, A.B., Wha dos h public know abou conomic policy, and how dos i know i? Brookings Paprs on Economic Aciviy 2004, Bori, T., Börsch-Supan, A., Tabllini, G., 200. Would you lik o shrink h wlfar sa? A survy of Europan ciizns. Economic Policy 6, Bori, T., Börsch-Supan, A., Tabllini, G., Pnsion rforms and h opinions of Europan ciizns. Amrican Economic Rviw 92,

28 Boldrin, M., Jons, L.E., Moraliy, friliy and saving in a Malhusian conomy. Rviw of Economic Dynamics 5, Cigno, A., 995. Public pnsions wih ndognous friliy: Commn on Nishimura and Zhang. Journal of Public Economics 57, Cigno, A., Low friliy in Europ. Is h pnsion sysm h vicim or h culpri? In Europ and h dmographic challng. CESifo Forum 8, Cigno, A., Wrding, M., Childrn and Pnsions. MIT Prss, Cambridg. Cigno, A., Luporini, A., Pini, A., 2003.Transfrs o familis wih childrn as a principal-agn problm. Journal of Public Economics 87, d la Croix, D., and Michl, P., A Thory of Economic Growh. Dynamics and Policy in Ovrlapping Gnraions. Cambridg Univrsiy Prss, Cambridg. Dvany, R.L., An Inroducion o Chaoic Dynamical Sysms, 2 nd Ediion. Wsviw Prss. Diamond, P., 965. Naional db in a noclassical growh modl. Amrican Economic Rviw 55, Ecksin, Z., Wolpin, K.I., 985. Endognous friliy and opimal populaion siz. Journal of Public Economics 27,

29 Fani, L., Spaaro, L., Povry raps and inrgnraional ransfrs. Inrnaional Tax and Public Financ 5, Farmr, R.E., 986. Dficis and cycls. Journal of Economic Thory 40, Fng, R., Mir, V., Pnsions and friliy incnivs. Canadian Journal of Economics 38, Fng, R., Mir, V., Ar family allowancs and friliy-rlad pnsions prfc subsius? Inrnaional Tax and Public Financ 6, Fng, R., von Wizsäckr, J., 200. Mixing Bismarck and child pnsion sysms: an opimum axaion approach. Journal of Populaion Economics, forhcoming. Galor, O., Wil, D.N., 996. Th gndr gap, friliy, and growh. Amrican Economic Rviw 86, Grandmon, J.M., 985. On ndognous businss cycls. Economrica 53, Grozn, B. van, Mijdam, L., Growing old and saying young: populaion policy in an aging closd conomy. Journal of Populaion Economics 2, Grozn, B. van, Lrs, T., Mijdam, L., Social scuriy and ndognous friliy: pnsions and child allowancs as Siams wins. Journal of Public Economics 87,

30 Jons, C.I., Growh, capial shars, and a nw prspciv on producion funcions, U.C. Brkly working papr, Dparmn of Economics, availabl a hp://lsa.brkly.du/~chad. Kolmar, M., 997. Inrgnraional rdisribuion in a small opn conomy wih ndognous friliy. Journal of Populaion Economics 0, Liikann, E., Populaion aging, pnsion savings and h financial marks. Bank of Inrnaional Slmn Rviw 53, 6. Michl, P., d la Croix, D., Myopic and prfc forsigh in h OLG modl. Economics Lrs 67, Pcchnino, R.A., Pollard, P.S., Aging, myopia, and h pay-as-you-go public pnsion sysms of h G7: A brigh fuur? Journal of Public Economic Thory 7, Richlin, P., 986. Equilibrium cycls in an ovrlapping gnraions conomy wih producion. Journal of Economic Thory 40, Sinn, H.W., Inroducion o Europ and h dmographic challng. CESifo Forum 8, 7. Wiggr, B.U., 999. Pay-as-you-go financd public pnsions in a modl of ndognous growh and friliy. Journal of Populaion Economics 2, Žamac, J., Pnsion dsign whn friliy flucuas: Th rol of ducaion and capial mobiliy. Journal of Public Economics 9,

31 Zhang, J., Zhang, J., L, R., 200. Moraliy dclin and long-run conomic growh. Journal of Public Economics 80, Zhang, J., Zhang, J., L, R., Rising longviy, ducaion, savings, and growh. Journal of Dvlopmn Economics 70,

Fertility-related pensions and cyclical instability

Fertility-related pensions and cyclical instability MPRA Munich Prsonal RPEc Archiv Friliy-rlad pnsions and cyclical insabiliy Luciano Fani and Luca Gori Univrsiy of Pisa, Dparmn of Economics, Univrsiy of Pisa, Dparmn of Economics 23. January 200 Onlin

More information

PAYG pensions and economic cycles

PAYG pensions and economic cycles MPRA Munich Prsonal RPEc Archiv PAYG pnsions and conomic cycls Luciano Fani and Luca Gori Univrsiy of Pisa, Univrsiy of Pisa January 00 Onlin a hps://mpra.ub.uni-munchn.d/9984/ MPRA Papr No. 9984, posd

More information

CHAPTER CHAPTER14. Expectations: The Basic Tools. Prepared by: Fernando Quijano and Yvonn Quijano

CHAPTER CHAPTER14. Expectations: The Basic Tools. Prepared by: Fernando Quijano and Yvonn Quijano Expcaions: Th Basic Prpard by: Frnando Quijano and Yvonn Quijano CHAPTER CHAPTER14 2006 Prnic Hall Businss Publishing Macroconomics, 4/ Olivir Blanchard 14-1 Today s Lcur Chapr 14:Expcaions: Th Basic Th

More information

Economics 302 (Sec. 001) Intermediate Macroeconomic Theory and Policy (Spring 2011) 3/28/2012. UW Madison

Economics 302 (Sec. 001) Intermediate Macroeconomic Theory and Policy (Spring 2011) 3/28/2012. UW Madison Economics 302 (Sc. 001) Inrmdia Macroconomic Thory and Policy (Spring 2011) 3/28/2012 Insrucor: Prof. Mnzi Chinn Insrucor: Prof. Mnzi Chinn UW Madison 16 1 Consumpion Th Vry Forsighd dconsumr A vry forsighd

More information

Economics 302 (Sec. 001) Intermediate Macroeconomic Theory and Policy (Spring 2011) 4/25/2011. UW Madison

Economics 302 (Sec. 001) Intermediate Macroeconomic Theory and Policy (Spring 2011) 4/25/2011. UW Madison conomics 302 (Sc. 001) Inrmdia Macroconomic Thory and Policy (Spring 2011) 4/25/2011 Insrucor: Prof. Mnzi Chinn Insrucor: Prof. Mnzi Chinn UW Madison 21 1 Th Mdium Run ε = P * P Thr ar wo ways in which

More information

THE SHORT-RUN AGGREGATE SUPPLY CURVE WITH A POSITIVE SLOPE. Based on EXPECTATIONS: Lecture. t t t t

THE SHORT-RUN AGGREGATE SUPPLY CURVE WITH A POSITIVE SLOPE. Based on EXPECTATIONS: Lecture. t t t t THE SHORT-RUN AGGREGATE SUL CURVE WITH A OSITIVE SLOE. Basd on EXECTATIONS: Lcur., 0. In Mankiw:, 0 Ths quaions sa ha oupu dvias from is naural ra whn h pric lvl dvias from h xpcd pric lvl. Th paramr a

More information

Midterm Examination (100 pts)

Midterm Examination (100 pts) Econ 509 Spring 2012 S.L. Parn Midrm Examinaion (100 ps) Par I. 30 poins 1. Dfin h Law of Diminishing Rurns (5 ps.) Incrasing on inpu, call i inpu x, holding all ohr inpus fixd, on vnuall runs ino h siuaion

More information

UNIT #5 EXPONENTIAL AND LOGARITHMIC FUNCTIONS

UNIT #5 EXPONENTIAL AND LOGARITHMIC FUNCTIONS Answr Ky Nam: Da: UNIT # EXPONENTIAL AND LOGARITHMIC FUNCTIONS Par I Qusions. Th prssion is quivaln o () () 6 6 6. Th ponnial funcion y 6 could rwrin as y () y y 6 () y y (). Th prssion a is quivaln o

More information

I) Title: Rational Expectations and Adaptive Learning. II) Contents: Introduction to Adaptive Learning

I) Title: Rational Expectations and Adaptive Learning. II) Contents: Introduction to Adaptive Learning I) Til: Raional Expcaions and Adapiv Larning II) Conns: Inroducion o Adapiv Larning III) Documnaion: - Basdvan, Olivir. (2003). Larning procss and raional xpcaions: an analysis using a small macroconomic

More information

Mundell-Fleming I: Setup

Mundell-Fleming I: Setup Mundll-Flming I: Sup In ISLM, w had: E ( ) T I( i π G T C Y ) To his, w now add n xpors, which is a funcion of h xchang ra: ε E P* P ( T ) I( i π ) G T NX ( ) C Y Whr NX is assumd (Marshall Lrnr condiion)

More information

Methodology for Analyzing State Tax Policy By Orphe Pierre Divounguy, PhD, Revised by Andrew J. Kidd, PhD (May 2018)

Methodology for Analyzing State Tax Policy By Orphe Pierre Divounguy, PhD, Revised by Andrew J. Kidd, PhD (May 2018) Mhodology for Analyzing Sa Tax Policy By Orph Pirr Divounguy, PhD, Rvisd by Andrw J. Kidd, PhD (May 2018) Inroducion To analyz how changs o ax policy impacs no only govrnmn rvnus bu also conomic aciviy

More information

Chapter 9 Review Questions

Chapter 9 Review Questions Chapr 9 Rviw Qusions. Using h - modl, show ha if marks clar and agns hav raional xpcaions hn mporary shocks canno hav prsisn ffcs on oupu. If marks clar and agns hav raional xpcaions hn mporary produciviy

More information

The Optimal Timing of Transition to New Environmental Technology in Economic Growth

The Optimal Timing of Transition to New Environmental Technology in Economic Growth h Opimal iming of ransiion o Nw Environmnal chnology in Economic Growh h IAEE Europan Confrnc 7- Spmbr, 29 Vinna, Ausria Akira AEDA and akiko NAGAYA yoo Univrsiy Background: Growh and h Environmn Naural

More information

The Science of Monetary Policy

The Science of Monetary Policy Th Scinc of Monary Policy. Inroducion o Topics of Sminar. Rviw: IS-LM, AD-AS wih an applicaion o currn monary policy in Japan 3. Monary Policy Sragy: Inrs Ra Ruls and Inflaion Targing (Svnsson EER) 4.

More information

Midterm exam 2, April 7, 2009 (solutions)

Midterm exam 2, April 7, 2009 (solutions) Univrsiy of Pnnsylvania Dparmn of Mahmaics Mah 26 Honors Calculus II Spring Smsr 29 Prof Grassi, TA Ashr Aul Midrm xam 2, April 7, 29 (soluions) 1 Wri a basis for h spac of pairs (u, v) of smooh funcions

More information

A Condition for Stability in an SIR Age Structured Disease Model with Decreasing Survival Rate

A Condition for Stability in an SIR Age Structured Disease Model with Decreasing Survival Rate A Condiion for abiliy in an I Ag rucurd Disas Modl wih Dcrasing urvival a A.K. upriana, Edy owono Dparmn of Mahmaics, Univrsias Padjadjaran, km Bandung-umng 45363, Indonsia fax: 6--7794696, mail: asupria@yahoo.com.au;

More information

14.02 Principles of Macroeconomics Fall 2005 Quiz 3 Solutions

14.02 Principles of Macroeconomics Fall 2005 Quiz 3 Solutions 4.0 rincipl of Macroconomic Fall 005 Quiz 3 Soluion Shor Quion (30/00 poin la a whhr h following amn ar TRUE or FALSE wih a hor xplanaion (3 or 4 lin. Each quion coun 5/00 poin.. An incra in ax oday alway

More information

Spring 2006 Process Dynamics, Operations, and Control Lesson 2: Mathematics Review

Spring 2006 Process Dynamics, Operations, and Control Lesson 2: Mathematics Review Spring 6 Procss Dynamics, Opraions, and Conrol.45 Lsson : Mahmaics Rviw. conx and dircion Imagin a sysm ha varis in im; w migh plo is oupu vs. im. A plo migh imply an quaion, and h quaion is usually an

More information

4.1 The Uniform Distribution Def n: A c.r.v. X has a continuous uniform distribution on [a, b] when its pdf is = 1 a x b

4.1 The Uniform Distribution Def n: A c.r.v. X has a continuous uniform distribution on [a, b] when its pdf is = 1 a x b 4. Th Uniform Disribuion Df n: A c.r.v. has a coninuous uniform disribuion on [a, b] whn is pdf is f x a x b b a Also, b + a b a µ E and V Ex4. Suppos, h lvl of unblivabiliy a any poin in a Transformrs

More information

14.02 Principles of Macroeconomics Problem Set 5 Fall 2005

14.02 Principles of Macroeconomics Problem Set 5 Fall 2005 40 Principls of Macroconomics Problm S 5 Fall 005 Posd: Wdnsday, Novmbr 6, 005 Du: Wdnsday, Novmbr 3, 005 Plas wri your nam AND your TA s nam on your problm s Thanks! Exrcis I Tru/Fals? Explain Dpnding

More information

Solutions to End-of-Chapter Problems for Chapters 26 & 27 in Textbook

Solutions to End-of-Chapter Problems for Chapters 26 & 27 in Textbook Soluions o End-of-Chapr Problms for Chaprs 26 & 27 in Txbook Chapr 26. Answrs o hs Tru/Fals/Uncrain can b found in h wrin x of Chapr 26. I is lf o h sudn o drmin h soluions. 2. For his qusion kp in mind

More information

1. Inverse Matrix 4[(3 7) (02)] 1[(0 7) (3 2)] Recall that the inverse of A is equal to:

1. Inverse Matrix 4[(3 7) (02)] 1[(0 7) (3 2)] Recall that the inverse of A is equal to: Rfrncs Brnank, B. and I. Mihov (1998). Masuring monary policy, Quarrly Journal of Economics CXIII, 315-34. Blanchard, O. R. Proi (00). An mpirical characrizaion of h dynamic ffcs of changs in govrnmn spnding

More information

On the Derivatives of Bessel and Modified Bessel Functions with Respect to the Order and the Argument

On the Derivatives of Bessel and Modified Bessel Functions with Respect to the Order and the Argument Inrnaional Rsarch Journal of Applid Basic Scincs 03 Aailabl onlin a wwwirjabscom ISSN 5-838X / Vol 4 (): 47-433 Scinc Eplorr Publicaions On h Driais of Bssl Modifid Bssl Funcions wih Rspc o h Ordr h Argumn

More information

Elementary Differential Equations and Boundary Value Problems

Elementary Differential Equations and Boundary Value Problems Elmnar Diffrnial Equaions and Boundar Valu Problms Boc. & DiPrima 9 h Ediion Chapr : Firs Ordr Diffrnial Equaions 00600 คณ ตศาสตร ว ศวกรรม สาขาว ชาว ศวกรรมคอมพ วเตอร ป การศ กษา /55 ผศ.ดร.อร ญญา ผศ.ดร.สมศ

More information

Charging of capacitor through inductor and resistor

Charging of capacitor through inductor and resistor cur 4&: R circui harging of capacior hrough inducor and rsisor us considr a capacior of capacianc is conncd o a D sourc of.m.f. E hrough a rsisr of rsisanc R, an inducor of inducanc and a y K in sris.

More information

Institute of Actuaries of India

Institute of Actuaries of India Insiu of Acuaris of India ubjc CT3 Probabiliy and Mahmaical aisics Novmbr Examinaions INDICATIVE OLUTION Pag of IAI CT3 Novmbr ol. a sampl man = 35 sampl sandard dviaion = 36.6 b for = uppr bound = 35+*36.6

More information

CSE 245: Computer Aided Circuit Simulation and Verification

CSE 245: Computer Aided Circuit Simulation and Verification CSE 45: Compur Aidd Circui Simulaion and Vrificaion Fall 4, Sp 8 Lcur : Dynamic Linar Sysm Oulin Tim Domain Analysis Sa Equaions RLC Nwork Analysis by Taylor Expansion Impuls Rspons in im domain Frquncy

More information

A MATHEMATICAL MODEL FOR NATURAL COOLING OF A CUP OF TEA

A MATHEMATICAL MODEL FOR NATURAL COOLING OF A CUP OF TEA MTHEMTICL MODEL FOR NTURL COOLING OF CUP OF TE 1 Mrs.D.Kalpana, 2 Mr.S.Dhvarajan 1 Snior Lcurr, Dparmn of Chmisry, PSB Polychnic Collg, Chnnai, India. 2 ssisan Profssor, Dparmn of Mahmaics, Dr.M.G.R Educaional

More information

Let s look again at the first order linear differential equation we are attempting to solve, in its standard form:

Let s look again at the first order linear differential equation we are attempting to solve, in its standard form: Th Ingraing Facor Mhod In h prvious xampls of simpl firs ordr ODEs, w found h soluions by algbraically spara h dpndn variabl- and h indpndn variabl- rms, and wri h wo sids of a givn quaion as drivaivs,

More information

An Indian Journal FULL PAPER. Trade Science Inc. A stage-structured model of a single-species with density-dependent and birth pulses ABSTRACT

An Indian Journal FULL PAPER. Trade Science Inc. A stage-structured model of a single-species with density-dependent and birth pulses ABSTRACT [Typ x] [Typ x] [Typ x] ISSN : 974-7435 Volum 1 Issu 24 BioTchnology 214 An Indian Journal FULL PAPE BTAIJ, 1(24), 214 [15197-1521] A sag-srucurd modl of a singl-spcis wih dnsiy-dpndn and birh pulss LI

More information

Logistic equation of Human population growth (generalization to the case of reactive environment).

Logistic equation of Human population growth (generalization to the case of reactive environment). Logisic quaion of Human populaion growh gnralizaion o h cas of raciv nvironmn. Srg V. Ershkov Insiu for Tim aur Exploraions M.V. Lomonosov's Moscow Sa Univrsi Lninski gor - Moscow 999 ussia -mail: srgj-rshkov@andx.ru

More information

CHAPTER CHAPTER15. Financial Markets and Expectations. Prepared by: Fernando Quijano and Yvonn Quijano

CHAPTER CHAPTER15. Financial Markets and Expectations. Prepared by: Fernando Quijano and Yvonn Quijano Financial Marks and Prpard by: Frnando Quijano and Yvonn Quijano CHAPTER CHAPTER15 2006 Prnic Hall Businss Publishing Macroconomics, 4/ Olivir Blanchard Bond Prics and Bond Yilds Figur 15-1 U.S. Yild Curvs:

More information

Boyce/DiPrima 9 th ed, Ch 2.1: Linear Equations; Method of Integrating Factors

Boyce/DiPrima 9 th ed, Ch 2.1: Linear Equations; Method of Integrating Factors Boc/DiPrima 9 h d, Ch.: Linar Equaions; Mhod of Ingraing Facors Elmnar Diffrnial Equaions and Boundar Valu Problms, 9 h diion, b William E. Boc and Richard C. DiPrima, 009 b John Wil & Sons, Inc. A linar

More information

Microscopic Flow Characteristics Time Headway - Distribution

Microscopic Flow Characteristics Time Headway - Distribution CE57: Traffic Flow Thory Spring 20 Wk 2 Modling Hadway Disribuion Microscopic Flow Characrisics Tim Hadway - Disribuion Tim Hadway Dfiniion Tim Hadway vrsus Gap Ahmd Abdl-Rahim Civil Enginring Dparmn,

More information

Lecture 1: Numerical Integration The Trapezoidal and Simpson s Rule

Lecture 1: Numerical Integration The Trapezoidal and Simpson s Rule Lcur : Numrical ngraion Th Trapzoidal and Simpson s Rul A problm Th probabiliy of a normally disribud (man µ and sandard dviaion σ ) vn occurring bwn h valus a and b is B A P( a x b) d () π whr a µ b -

More information

CPSC 211 Data Structures & Implementations (c) Texas A&M University [ 259] B-Trees

CPSC 211 Data Structures & Implementations (c) Texas A&M University [ 259] B-Trees CPSC 211 Daa Srucurs & Implmnaions (c) Txas A&M Univrsiy [ 259] B-Trs Th AVL r and rd-black r allowd som variaion in h lnghs of h diffrn roo-o-laf pahs. An alrnaiv ida is o mak sur ha all roo-o-laf pahs

More information

Themes. Flexible exchange rates with inflation targeting. Expectations formation under flexible exchange rates

Themes. Flexible exchange rates with inflation targeting. Expectations formation under flexible exchange rates CHAPTER 25 THE OPEN ECONOMY WITH FLEXIBLE EXCHANGE RATES Thms Flxibl xchang ras wih inlaion arging Expcaions ormaion undr lxibl xchang ras Th AS-AD modl wih lxibl xchang ras Macroconomic adjusmn undr lxibl

More information

7.4 QUANTUM MECHANICAL TREATMENT OF FLUCTUATIONS *

7.4 QUANTUM MECHANICAL TREATMENT OF FLUCTUATIONS * Andri Tokmakoff, MIT Dparmn of Chmisry, 5/19/5 7-11 7.4 QUANTUM MECANICAL TREATMENT OF FLUCTUATIONS * Inroducion and Prviw Now h origin of frquncy flucuaions is inracions of our molcul (or mor approprialy

More information

The Overlapping Generations growth model. of Blanchard and Weil

The Overlapping Generations growth model. of Blanchard and Weil 1 / 35 Th Ovrlapping Gnraions growh modl of Blanchard and Wil Novmbr 15, 2015 Alcos Papadopoulos PhD Candida Dparmn of Economics Ahns Univrsiy of Economics and Businss papadopalx@aub.gr I prsn a daild

More information

B) 25y e. 5. Find the second partial f. 6. Find the second partials (including the mixed partials) of

B) 25y e. 5. Find the second partial f. 6. Find the second partials (including the mixed partials) of Sampl Final 00 1. Suppos z = (, y), ( a, b ) = 0, y ( a, b ) = 0, ( a, b ) = 1, ( a, b ) = 1, and y ( a, b ) =. Thn (a, b) is h s is inconclusiv a saddl poin a rlaiv minimum a rlaiv maimum. * (Classiy

More information

Applied Statistics and Probability for Engineers, 6 th edition October 17, 2016

Applied Statistics and Probability for Engineers, 6 th edition October 17, 2016 Applid Saisics and robabiliy for Enginrs, 6 h diion Ocobr 7, 6 CHATER Scion - -. a d. 679.. b. d. 88 c d d d. 987 d. 98 f d.. Thn, = ln. =. g d.. Thn, = ln.9 =.. -7. a., by symmry. b.. d...6. 7.. c...

More information

DEPARTMENT OF ELECTRICAL &ELECTRONICS ENGINEERING SIGNALS AND SYSTEMS. Assoc. Prof. Dr. Burak Kelleci. Spring 2018

DEPARTMENT OF ELECTRICAL &ELECTRONICS ENGINEERING SIGNALS AND SYSTEMS. Assoc. Prof. Dr. Burak Kelleci. Spring 2018 DEPARTMENT OF ELECTRICAL &ELECTRONICS ENGINEERING SIGNALS AND SYSTEMS Aoc. Prof. Dr. Burak Kllci Spring 08 OUTLINE Th Laplac Tranform Rgion of convrgnc for Laplac ranform Invr Laplac ranform Gomric valuaion

More information

2.1. Differential Equations and Solutions #3, 4, 17, 20, 24, 35

2.1. Differential Equations and Solutions #3, 4, 17, 20, 24, 35 MATH 5 PS # Summr 00.. Diffrnial Equaions and Soluions PS.# Show ha ()C #, 4, 7, 0, 4, 5 ( / ) is a gnral soluion of h diffrnial quaion. Us a compur or calculaor o skch h soluions for h givn valus of h

More information

Wave Equation (2 Week)

Wave Equation (2 Week) Rfrnc Wav quaion ( Wk 6.5 Tim-armonic filds 7. Ovrviw 7. Plan Wavs in Losslss Mdia 7.3 Plan Wavs in Loss Mdia 7.5 Flow of lcromagnic Powr and h Poning Vcor 7.6 Normal Incidnc of Plan Wavs a Plan Boundaris

More information

AR(1) Process. The first-order autoregressive process, AR(1) is. where e t is WN(0, σ 2 )

AR(1) Process. The first-order autoregressive process, AR(1) is. where e t is WN(0, σ 2 ) AR() Procss Th firs-ordr auorgrssiv procss, AR() is whr is WN(0, σ ) Condiional Man and Varianc of AR() Condiional man: Condiional varianc: ) ( ) ( Ω Ω E E ) var( ) ) ( var( ) var( σ Ω Ω Ω Ω E Auocovarianc

More information

General Article Application of differential equation in L-R and C-R circuit analysis by classical method. Abstract

General Article Application of differential equation in L-R and C-R circuit analysis by classical method. Abstract Applicaion of Diffrnial... Gnral Aricl Applicaion of diffrnial uaion in - and C- circui analysis by classical mhod. ajndra Prasad gmi curr, Dparmn of Mahmaics, P.N. Campus, Pokhara Email: rajndraprasadrgmi@yahoo.com

More information

Final Exam : Solutions

Final Exam : Solutions Comp : Algorihm and Daa Srucur Final Exam : Soluion. Rcuriv Algorihm. (a) To bgin ind h mdian o {x, x,... x n }. Sinc vry numbr xcp on in h inrval [0, n] appar xacly onc in h li, w hav ha h mdian mu b

More information

Double Slits in Space and Time

Double Slits in Space and Time Doubl Slis in Sac an Tim Gorg Jons As has bn ror rcnly in h mia, a am l by Grhar Paulus has monsra an inrsing chniqu for ionizing argon aoms by using ulra-shor lasr ulss. Each lasr uls is ffcivly on an

More information

The transition:transversion rate ratio vs. the T-ratio.

The transition:transversion rate ratio vs. the T-ratio. PhyloMah Lcur 8 by Dan Vandrpool March, 00 opics of Discussion ransiion:ransvrsion ra raio Kappa vs. ransiion:ransvrsion raio raio alculaing h xpcd numbr of subsiuions using marix algbra Why h nral im

More information

Poisson process Markov process

Poisson process Markov process E2200 Quuing hory and lraffic 2nd lcur oion proc Markov proc Vikoria Fodor KTH Laboraory for Communicaion nwork, School of Elcrical Enginring 1 Cour oulin Sochaic proc bhind quuing hory L2-L3 oion proc

More information

Lecture 2: Current in RC circuit D.K.Pandey

Lecture 2: Current in RC circuit D.K.Pandey Lcur 2: urrn in circui harging of apacior hrough Rsisr L us considr a capacior of capacianc is conncd o a D sourc of.m.f. E hrough a rsisr of rsisanc R and a ky K in sris. Whn h ky K is swichd on, h charging

More information

Smoking Tobacco Experiencing with Induced Death

Smoking Tobacco Experiencing with Induced Death Europan Journal of Biological Scincs 9 (1): 52-57, 2017 ISSN 2079-2085 IDOSI Publicaions, 2017 DOI: 10.5829/idosi.jbs.2017.52.57 Smoking Tobacco Exprincing wih Inducd Dah Gachw Abiy Salilw Dparmn of Mahmaics,

More information

On the Speed of Heat Wave. Mihály Makai

On the Speed of Heat Wave. Mihály Makai On h Spd of Ha Wa Mihály Maai maai@ra.bm.hu Conns Formulaion of h problm: infini spd? Local hrmal qulibrium (LTE hypohsis Balanc quaion Phnomnological balanc Spd of ha wa Applicaion in plasma ranspor 1.

More information

Phys463.nb Conductivity. Another equivalent definition of the Fermi velocity is

Phys463.nb Conductivity. Another equivalent definition of the Fermi velocity is 39 Anohr quival dfiniion of h Fri vlociy is pf vf (6.4) If h rgy is a quadraic funcion of k H k L, hs wo dfiniions ar idical. If is NOT a quadraic funcion of k (which could happ as will b discussd in h

More information

EXERCISE - 01 CHECK YOUR GRASP

EXERCISE - 01 CHECK YOUR GRASP DIFFERENTIAL EQUATION EXERCISE - CHECK YOUR GRASP 7. m hn D() m m, D () m m. hn givn D () m m D D D + m m m m m m + m m m m + ( m ) (m ) (m ) (m + ) m,, Hnc numbr of valus of mn will b. n ( ) + c sinc

More information

H is equal to the surface current J S

H is equal to the surface current J S Chapr 6 Rflcion and Transmission of Wavs 6.1 Boundary Condiions A h boundary of wo diffrn mdium, lcromagnic fild hav o saisfy physical condiion, which is drmind by Maxwll s quaion. This is h boundary condiion

More information

A THREE COMPARTMENT MATHEMATICAL MODEL OF LIVER

A THREE COMPARTMENT MATHEMATICAL MODEL OF LIVER A THREE COPARTENT ATHEATICAL ODEL OF LIVER V. An N. Ch. Paabhi Ramacharyulu Faculy of ahmaics, R D collgs, Hanamonda, Warangal, India Dparmn of ahmaics, Naional Insiu of Tchnology, Warangal, India E-ail:

More information

The Mundell-Fleming Model: Stochastic Dynamics

The Mundell-Fleming Model: Stochastic Dynamics 4 --------------------------------- Th Mundll-Flming Modl: Sochasic Dynamics Th Mundll-Flming modl, which is sill h workhors modl of inrnaional macroconomics, can now b cas in a sochasic framwork. Such

More information

3(8 ) (8 x x ) 3x x (8 )

3(8 ) (8 x x ) 3x x (8 ) Scion - CHATER -. a d.. b. d.86 c d 8 d d.9997 f g 6. d. d. Thn, = ln. =. =.. d Thn, = ln.9 =.7 8 -. a d.6 6 6 6 6 8 8 8 b 9 d 6 6 6 8 c d.8 6 6 6 6 8 8 7 7 d 6 d.6 6 6 6 6 6 6 8 u u u u du.9 6 6 6 6 6

More information

Chapter 5 The Laplace Transform. x(t) input y(t) output Dynamic System

Chapter 5 The Laplace Transform. x(t) input y(t) output Dynamic System EE 422G No: Chapr 5 Inrucor: Chung Chapr 5 Th Laplac Tranform 5- Inroducion () Sym analyi inpu oupu Dynamic Sym Linar Dynamic ym: A procor which proc h inpu ignal o produc h oupu dy ( n) ( n dy ( n) +

More information

SOLUTIONS. 1. Consider two continuous random variables X and Y with joint p.d.f. f ( x, y ) = = = 15. Stepanov Dalpiaz

SOLUTIONS. 1. Consider two continuous random variables X and Y with joint p.d.f. f ( x, y ) = = = 15. Stepanov Dalpiaz STAT UIUC Pracic Problms #7 SOLUTIONS Spanov Dalpiaz Th following ar a numbr of pracic problms ha ma b hlpful for compling h homwor, and will lil b vr usful for suding for ams.. Considr wo coninuous random

More information

UNSTEADY FLOW OF A FLUID PARTICLE SUSPENSION BETWEEN TWO PARALLEL PLATES SUDDENLY SET IN MOTION WITH SAME SPEED

UNSTEADY FLOW OF A FLUID PARTICLE SUSPENSION BETWEEN TWO PARALLEL PLATES SUDDENLY SET IN MOTION WITH SAME SPEED 006-0 Asian Rsarch Publishing work (ARP). All righs rsrvd. USTEADY FLOW OF A FLUID PARTICLE SUSPESIO BETWEE TWO PARALLEL PLATES SUDDELY SET I MOTIO WITH SAME SPEED M. suniha, B. Shankr and G. Shanha 3

More information

Journal of Applied Science and Agriculture

Journal of Applied Science and Agriculture Journal of Applid Scinc and Agriculur, 93 March 2014, Pags: 1066-1070 AENS Journals Journal of Applid Scinc and Agriculur SSN 1816-9112 Journal hom pag: www.ansiwb.com/jasa/indx.hml h Opimal ax Ra in Middl

More information

EE 434 Lecture 22. Bipolar Device Models

EE 434 Lecture 22. Bipolar Device Models EE 434 Lcur 22 Bipolar Dvic Modls Quiz 14 Th collcor currn of a BJT was masurd o b 20mA and h bas currn masurd o b 0.1mA. Wha is h fficincy of injcion of lcrons coming from h mir o h collcor? 1 And h numbr

More information

ANSWERS TO EVEN NUMBERED EXERCISES IN CHAPTER 11

ANSWERS TO EVEN NUMBERED EXERCISES IN CHAPTER 11 8 Jun ANSWERS TO EVEN NUMBERED EXERCISES IN CHAPTER SECTION : INCENTIVE COMPATABILITY Exrcis - Educaional Signaling A yp consulan has a marginal produc of m( ) = whr Θ = {,, 3} Typs ar uniformly disribud

More information

a dt a dt a dt dt If 1, then the poles in the transfer function are complex conjugates. Let s look at f t H t f s / s. So, for a 2 nd order system:

a dt a dt a dt dt If 1, then the poles in the transfer function are complex conjugates. Let s look at f t H t f s / s. So, for a 2 nd order system: Undrdamd Sysms Undrdamd Sysms nd Ordr Sysms Ouu modld wih a nd ordr ODE: d y dy a a1 a0 y b f If a 0 0, hn: whr: a d y a1 dy b d y dy y f y f a a a 0 0 0 is h naural riod of oscillaion. is h daming facor.

More information

Chapter 3: Fourier Representation of Signals and LTI Systems. Chih-Wei Liu

Chapter 3: Fourier Representation of Signals and LTI Systems. Chih-Wei Liu Chapr 3: Fourir Rprsnaion of Signals and LTI Sysms Chih-Wi Liu Oulin Inroducion Complx Sinusoids and Frquncy Rspons Fourir Rprsnaions for Four Classs of Signals Discr-im Priodic Signals Fourir Sris Coninuous-im

More information

Using Actuarial Methodologies to Analyse Chinese PAYG Pension System

Using Actuarial Methodologies to Analyse Chinese PAYG Pension System Using Acuarial Mhodologis o Analys Chins PAYG Pnsion Sysm Jing Xu Insiu for Financial and Acuarial Mahmaics (IFAM), Dparmn of Mahmaical Scincs, Univrsiy of Livrpool, Livrpool L69 7ZL, UK. E-mail: sgju2@livrpool.ac.uk

More information

Voltage v(z) ~ E(z)D. We can actually get to this wave behavior by using circuit theory, w/o going into details of the EM fields!

Voltage v(z) ~ E(z)D. We can actually get to this wave behavior by using circuit theory, w/o going into details of the EM fields! Considr a pair of wirs idal wirs ngh >, say, infinily long olag along a cabl can vary! D olag v( E(D W can acually g o his wav bhavior by using circui hory, w/o going ino dails of h EM filds! Thr

More information

Lecture 1: Growth and decay of current in RL circuit. Growth of current in LR Circuit. D.K.Pandey

Lecture 1: Growth and decay of current in RL circuit. Growth of current in LR Circuit. D.K.Pandey cur : Growh and dcay of currn in circui Growh of currn in Circui us considr an inducor of slf inducanc is conncd o a DC sourc of.m.f. E hrough a rsisr of rsisanc and a ky K in sris. Whn h ky K is swichd

More information

A Perfect Marriage: Child-related Pensions and Public Education

A Perfect Marriage: Child-related Pensions and Public Education OTTO-WOLFF-INSTITUT für Wirschafsordnung Dirkorn: Gschäfsführr: Profssor Dr. Jurgn B. Dongs Profssor Dr. Johann Ekhoff Dr. Pr Danylow Dr. Sffn J. Roh A Prfc Marriag: Child-rlad Pnsions and Public Educaion

More information

Chemistry 988 Part 1

Chemistry 988 Part 1 Chmisry 988 Par 1 Radiaion Dcion & Masurmn Dp. of Chmisry --- Michigan Sa Univ. aional Suprconducing Cycloron Lab DJMorrissy Spring/2oo9 Cours informaion can b found on h wbsi: hp://www.chmisry.msu.du/courss/cm988uclar/indx.hml

More information

Transfer function and the Laplace transformation

Transfer function and the Laplace transformation Lab No PH-35 Porland Sa Univriy A. La Roa Tranfr funcion and h Laplac ranformaion. INTRODUTION. THE LAPLAE TRANSFORMATION L 3. TRANSFER FUNTIONS 4. ELETRIAL SYSTEMS Analyi of h hr baic paiv lmn R, and

More information

The Firm s Value and Timing of Adopting E-Commerce Using Real Options Analysis under Uncertainty *

The Firm s Value and Timing of Adopting E-Commerce Using Real Options Analysis under Uncertainty * Th Firm s Valu and Timing of Adoping E-Commrc Using Ral Opions Analysis undr Uncrainy * David S. Shyu Dparmn of Financ, Naional Sun Ya-sn Univrsiy, Kaohsiung, Taiwan dshyu@cm.nsysu.du.w Kuo-Jung L Dparmn

More information

Control System Engineering (EE301T) Assignment: 2

Control System Engineering (EE301T) Assignment: 2 Conrol Sysm Enginring (EE0T) Assignmn: PART-A (Tim Domain Analysis: Transin Rspons Analysis). Oain h rspons of a uniy fdack sysm whos opn-loop ransfr funcion is (s) s ( s 4) for a uni sp inpu and also

More information

An Integrated Notional Defined Contribution (NDC) Pension Scheme with Retirement and Permanent Disability

An Integrated Notional Defined Contribution (NDC) Pension Scheme with Retirement and Permanent Disability TP PT An ngrad oional Dfind Conribuion (DC Pnsion Schm wih Rirmn and Prmann Disabiliy Manul Vnura-Marco and Carlos Vidal-Mliá 03/10/2014 This papr dvlops a mulisa ovrlapping gnraions modl (MOLG ha ingras

More information

5. An object moving along an x-coordinate axis with its scale measured in meters has a velocity of 6t

5. An object moving along an x-coordinate axis with its scale measured in meters has a velocity of 6t AP CALCULUS FINAL UNIT WORKSHEETS ACCELERATION, VELOCTIY AND POSITION In problms -, drmin h posiion funcion, (), from h givn informaion.. v (), () = 5. v ()5, () = b g. a (), v() =, () = -. a (), v() =

More information

MEM 355 Performance Enhancement of Dynamical Systems A First Control Problem - Cruise Control

MEM 355 Performance Enhancement of Dynamical Systems A First Control Problem - Cruise Control MEM 355 Prformanc Enhancmn of Dynamical Sysms A Firs Conrol Problm - Cruis Conrol Harry G. Kwany Darmn of Mchanical Enginring & Mchanics Drxl Univrsiy Cruis Conrol ( ) mv = F mg sinθ cv v +.2v= u 9.8θ

More information

4.3 Design of Sections for Flexure (Part II)

4.3 Design of Sections for Flexure (Part II) Prsrssd Concr Srucurs Dr. Amlan K Sngupa and Prof. Dvdas Mnon 4. Dsign of Scions for Flxur (Par II) This scion covrs h following opics Final Dsign for Typ Mmrs Th sps for Typ 1 mmrs ar xplaind in Scion

More information

A Perfect Marriage: Child-related Pensions and Public Education *

A Perfect Marriage: Child-related Pensions and Public Education * A Prfc Marriag: Child-rlad Pnsions and Public Educaion * Michal Voigländr I I Dparmn of Economic Policy, Univrsiy of Cologn, Albrus-Magnus Plaz, 50923 Cologn, Grmany (Fax: ++49-221-470-5188, -mail: voiglandr@wiso.uni-koln.d)

More information

Economics 8105 Macroeconomic Theory Recitation 6

Economics 8105 Macroeconomic Theory Recitation 6 Economics 8105 Macroeconomic Theory Reciaion 6 Conor Ryan Ocober 11h, 2016 Ouline: Opimal Taxaion wih Governmen Invesmen 1 Governmen Expendiure in Producion In hese noes we will examine a model in which

More information

Chapter 13 Aggregate Supply

Chapter 13 Aggregate Supply Chaptr 13 Aggrgat Supply 0 1 Larning Objctivs thr modls of aggrgat supply in which output dpnds positivly on th pric lvl in th short run th short-run tradoff btwn inflation and unmploymnt known as th Phillips

More information

Subjective Discounting in an Exchange Economy

Subjective Discounting in an Exchange Economy Subjciv Discouning in an Exchang Economy Erzo G. J. Lumr Univrsiy of Minnsoa, Fdral Rsrv Bank of Minnapolis, and Cnr for Economic Policy Rsarch Thomas Marioi London School of Economics, Univrsié d Toulous,

More information

3.9 Carbon Contamination & Fractionation

3.9 Carbon Contamination & Fractionation 3.9 arbon onaminaion & Fracionaion Bcaus h raio / in a sampl dcrass wih incrasing ag - du o h coninuous dcay of - a small addd impuriy of modrn naural carbon causs a disproporionaly larg shif in ag. (

More information

Chapter 12 Introduction To The Laplace Transform

Chapter 12 Introduction To The Laplace Transform Chapr Inroducion To Th aplac Tranorm Diniion o h aplac Tranorm - Th Sp & Impul uncion aplac Tranorm o pciic uncion 5 Opraional Tranorm Applying h aplac Tranorm 7 Invr Tranorm o Raional uncion 8 Pol and

More information

The Effect of an Unobservable Factor on Interest Rates in a Pure Exchange Economy

The Effect of an Unobservable Factor on Interest Rates in a Pure Exchange Economy Th Effc of an Unobsrabl Facor on Inrs Ras in a Pur Exchang Econom Hiroshi Moria 1 Inroducion In h framwork of sandard microconomics, quilibrium inrs ras ar dcrasing in h ll of aggrga consumpion. hn h ll

More information

CHAPTER. Linear Systems of Differential Equations. 6.1 Theory of Linear DE Systems. ! Nullcline Sketching. Equilibrium (unstable) at (0, 0)

CHAPTER. Linear Systems of Differential Equations. 6.1 Theory of Linear DE Systems. ! Nullcline Sketching. Equilibrium (unstable) at (0, 0) CHATER 6 inar Sysms of Diffrnial Equaions 6 Thory of inar DE Sysms! ullclin Skching = y = y y υ -nullclin Equilibrium (unsabl) a (, ) h nullclin y = υ nullclin = h-nullclin (S figur) = + y y = y Equilibrium

More information

4. Money cannot be neutral in the short-run the neutrality of money is exclusively a medium run phenomenon.

4. Money cannot be neutral in the short-run the neutrality of money is exclusively a medium run phenomenon. PART I TRUE/FALSE/UNCERTAIN (5 points ach) 1. Lik xpansionary montary policy, xpansionary fiscal policy rturns output in th mdium run to its natural lvl, and incrass prics. Thrfor, fiscal policy is also

More information

Copyright 2012 Pearson Education, Inc. Publishing as Prentice Hall.

Copyright 2012 Pearson Education, Inc. Publishing as Prentice Hall. Chapr Rviw 0 6. ( a a ln a. This will qual a if an onl if ln a, or a. + k an (ln + c. Thrfor, a an valu of, whr h wo curvs inrsc, h wo angn lins will b prpnicular. 6. (a Sinc h lin passs hrough h origin

More information

Demand Shocks, Credibility and Macroeconomic Dynamics

Demand Shocks, Credibility and Macroeconomic Dynamics Dmand Shocks, Crdibiliy and Macroconomic Dynamics José García-Solans* and Carmn Marín-Marínz** Univrsidad d Murcia Jun 2013 Absrac: In his papr w build and simula an opn macroconomic modl o invsiga h dynamic

More information

LaPlace Transform in Circuit Analysis

LaPlace Transform in Circuit Analysis LaPlac Tranform in Circui Analyi Obciv: Calcula h Laplac ranform of common funcion uing h dfiniion and h Laplac ranform abl Laplac-ranform a circui, including componn wih non-zro iniial condiion. Analyz

More information

EXCHANGE RATE REGIME AND HOUSEHOLD S CHOICE OF DEBT

EXCHANGE RATE REGIME AND HOUSEHOLD S CHOICE OF DEBT EXCHANGE RATE REGIME AND HOUSEHOLD S CHOICE OF DEBT Summary This papr looks a h impac of h xchang ra rgim and h houshold s choic of db. On of h characrisics of conomic ransiion in asrn Europan counris

More information

Decline Curves. Exponential decline (constant fractional decline) Harmonic decline, and Hyperbolic decline.

Decline Curves. Exponential decline (constant fractional decline) Harmonic decline, and Hyperbolic decline. Dlin Curvs Dlin Curvs ha lo flow ra vs. im ar h mos ommon ools for forasing roduion and monioring wll rforman in h fild. Ths urvs uikly show by grahi mans whih wlls or filds ar roduing as xd or undr roduing.

More information

10. If p and q are the lengths of the perpendiculars from the origin on the tangent and the normal to the curve

10. If p and q are the lengths of the perpendiculars from the origin on the tangent and the normal to the curve 0. If p and q ar h lnghs of h prpndiculars from h origin on h angn and h normal o h curv + Mahmaics y = a, hn 4p + q = a a (C) a (D) 5a 6. Wha is h diffrnial quaion of h family of circls having hir cnrs

More information

William Barnett. Abstract

William Barnett. Abstract Inrmporally non sparabl monary ass risk adjusmn aggrgaion William Barn Univrsiy o ansas Shu Wu Univrsiy o ansas Absrac Modrn aggrgaion hory indx numbr hory wr inroducd ino monary aggrgaion by Barn (980.

More information

Lagrangian for RLC circuits using analogy with the classical mechanics concepts

Lagrangian for RLC circuits using analogy with the classical mechanics concepts Lagrangian for RLC circuis using analogy wih h classical mchanics concps Albrus Hariwangsa Panuluh and Asan Damanik Dparmn of Physics Educaion, Sanaa Dharma Univrsiy Kampus III USD Paingan, Maguwoharjo,

More information

Routing in Delay Tolerant Networks

Routing in Delay Tolerant Networks Rouing in Dlay Tolran Nworks Primary Rfrnc: S. Jain K. Fall and R. Para Rouing in a Dlay Tolran Nwork SIGCOMM 04 Aug. 30-Sp. 3 2004 Porland Orgon USA Sudn lcur by: Soshan Bali (748214) mail : sbali@ic.ku.du

More information

To Fed Watch or Not to Fed Watch: Equilibrium Analysis of Bank System Dynamics

To Fed Watch or Not to Fed Watch: Equilibrium Analysis of Bank System Dynamics To Fd Wach or No o Fd Wach: Equilibrium Analysis of Bank Sysm Dynamics by William A. Brock and Josph H. Haslag * Absrac: W build a modl conomy in which Fd waching occurs. Thr is a hug numbr of blogs, financial

More information

A SWITCH CRITERION FOR DEFINED CONTRIBUTION PENSION SCHEMES

A SWITCH CRITERION FOR DEFINED CONTRIBUTION PENSION SCHEMES A SWTCH CTEON O DENED CONTBUTON PENSON HEMES Bas Ars CP Via al Collgio 3 14 Moncaliri (TO, aly Tl +39 11 644 ax +39 11 64368 E-mail: bas_ars@yahoo.com Elna Vigna Univrsià di Torino Diparimno di Saisica

More information

Physics 160 Lecture 3. R. Johnson April 6, 2015

Physics 160 Lecture 3. R. Johnson April 6, 2015 Physics 6 Lcur 3 R. Johnson April 6, 5 RC Circui (Low-Pass Filr This is h sam RC circui w lookd a arlir h im doma, bu hr w ar rsd h frquncy rspons. So w pu a s wav sad of a sp funcion. whr R C RC Complx

More information