EUROPEAN CENTRAL BANK WO R K I N G PA P E R S E R I E S WORKING PAPER NO. 161 THE OPTIMAL ALLOCATION OF RISKS UNDER PROSPECT THEORY BY LIVIO STRACCA July 2002 EUROPEAN CENTRAL BANK WO R K I N G PA P E R S E R I E S WORKING PAPER NO. 161 THE OPTIMAL ALLOCATION OF RISKS UNDER PROSPECT THEORY BY LIVIO STRACCA* July 2002 * European Central Bank, Kaiserstrasse 29, 60311 Frankfurt am Main, Germany. Email: [email protected]. I thank a referee for many useful suggestions. Moreover, I thank Ali al-Nowaihi, David Fielding, Kevin Lee, Panicos Demetriades and other participants in a seminar at the University of Leicester. Any remaining errors in the paper are only the author’s responsibility. © European Central Bank, 2002 Address Postal address Telephone Internet Fax Telex Kaiserstrasse 29 D-60311 Frankfurt am Main Germany Postfach 16 03 19 D-60066 Frankfurt am Main Germany +49 69 1344 0 http://www.ecb.int +49 69 1344 6000 411 144 ecb d All rights reserved. Reproduction for educational and non-commercial purposes is permitted provided that the source is acknowledged. The views expressed in this paper are those of the authors and do not necessarily reflect those of the European Central Bank. ISSN 1561-0810 Contents Abstract 4 Executive summary 5 1 Introduction 7 2 The optimal allocation of risks under cumulative prospect theory 9 2.1 The environment 9 2.2 The prospective value function for the problem 10 2.3 Conditions for optimal risk concentration or diversification 13 3 The more general case 19 4 Prospect theory: a solution to the home bias puzzle? 22 5 Conclusions 23 References 25 European Central Bank working paper series 28 ECB Working Paper No 161 July 2002 3 Devwudfw Wklv sdshu ghdov zlwk wkh rswlpdo doorfdwlrq ri ulvnv iru dq djhqw zkrvh suhihuhqfhv pd| eh uhsuhvhqwhg zlwk survshfw wkhru| +Wyhuvn| dqg Ndkqhpdq/ 4<<5,1 D vlpsoh vhwwlqj lv frqvlghuhg zlwk q lghqwlfdoo| glvwulexwhg dqg v|pphwulf vrxufhv ri ulvn1 Xq0 ghu h{shfwhg xwlolw|/ htxdo glyhuvlfdwlrq ri ulvnv lv rswlpdo lq wklv vhwwlqj +gr qrw sxw |rxu hjjv lq wkh vdph edvnhw,1 Frqyhuvho|/ xqghu survshfw wkhru|/ surylghg wkdw wkh vxemhfwlyh suredelolw| ri rewdlqlqj d shuihfw khgjh lv qhjoljleoh/ ulvn 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dqdo0 |vlv ri ghflvlrq xqghu ulvn/ Hfrqrphwulfd/ 7:/ ss1 59605<41 ^48` Ndkqhpdq/ G1 dqg D1 Wyhuvn| +5333,= Fkrlfhv/ ydoxhv dqg iudphv/ Fdpeulgjh Xqlyhuvlw| Suhvv1 ^49` Ohzlv/ N1 N1 +4<<<,= Wu|lqj wr h{sodlq krph eldv lq htxlwlhv dqg frqvxpswlrq/ Mrxuqdo ri Hfrqrplf Olwhudwxuh/ 6:/ ss1 8:4093;1 ^4:` Pdunrzlw}/ K1 +4<85,= Sruwirolr vhohfwlrq/ Mrxuqdo ri Ilqdqfh/ :/ ss1 ::0<41 ^4;` Phkud/ U1 dqg H1 Suhvfrww +4<;8,= Wkh htxlw| suhplxp sx}}oh/ Mrxuqdo ri Prqhwdu| Hfrqrplfv/ 48/ 5/ ss1 47804941 ^4<` Suhohf/ G1 +4<<;,= Wkh suredelolw| zhljklqj ixqfwlrq/ Hfrqrphw0 ulfd/ 99/ 6/ ss1 7<:085:1 ^53` Udelq/ P1 +4<<;,= Sv|fkrorj| dqg hfrqrplfv/ Mrxuqdo ri Hfr0 qrplf Olwhudwxuh/ 69/ 4/ ss1 440791 ^54` Urgh/ G1 +5333,= Sruwirolr fkrlfh dqg shufhlyhg glyhuvlfdwlrq/ zrunlqj sdshu/ Fduqhjlh Phoorq Xqlyhuvlw|1 ^55` Vdpxhovrq/ S1 +4<9:,= Jhqhudo surri wkdw glyhuvlfdwlrq sd|v/ Mrxuqdo ri Ilqdqfldo dqg Txdqwlwdwlyh Dqdo|vlv/ 5/ ss1 40461 ^56` Vkloohu/ U1 +4<<;,= Kxpdq ehkdylrxu dqg wkh h!flhqf| ri wkh 0 qdqfldo v|vwhp/ QEHU zrunlqj sdshu q1 96:81 ^57` Vwduphu/ F1 dqg U1 Vxjghq +4<<6,= Whvwlqj iru mx{wdsrvlwlrq dqg hyhqw0vsolwwlqj hhfwv/ Mrxuqdo ri Ulvn dqg Xqfhuwdlqw|/ 9/ 6/ ss1 5680871 ^58` Whvdu/ O1 dqg L1 P1 Zhuqhu +4<<5,= Krph eldv dqg wkh joredol}dwlrq ri vhfxulwlhv pdunhwv/ QEHU zrunlqj sdshu q1 754;1 ^59` Wkdohu/ U1 K1 +5333,= Iurp Krpr Hfrqrplfxv wr Krpr Vdslhqv/ Mrxuqdo ri Hfrqrplf Shuvshfwlyhv/ 47/ 4/ ss1 46604741 26 ECB Working Paper No 161 July 2002 ^5:` Wyhuvn|/ D1 dqg G1 Ndkqhpdq +4<;9,= Udwlrqdo fkrlfh dqg wkh iudplqj ri ghflvlrqv/ Mrxuqdo ri Exvlqhvv/ 8</ 7/ ss1 58405:;1 ^5;` Wyhuvn|/ D1 dqg G1 Ndkqhpdq +4<<5,= Dgydqfhv lq survshfw wkh0 ru|= fxpxodwlyh uhsuhvhqwdwlrq ri xqfhuwdlqw|/ Mrxuqdo ri Ulvn dqg Xqfhuwdlqw|/ 8/ ss1 5<:06561 ECB Working Paper No 161 July 2002 27 (XURSHDQ&HQWUDO%DQN:RUNLQJ3DSHU6HULHV !" #$%%"""&&'& (( ) $ *& +&, -&. + /00/& ((1 )2 $"" 3*4&55&- &26&788+ /00/& ((9 )2 $ "* 5&: /00(& ((; )<= (>?9(>>?*+&@ &-8& + /00/& (( )@" $ "* :& &A + /00/& ((? ) B C $ 4 (>??D(>>?*=&2&7 + /00/& ((> )2 *.& &2 + /00/& (/0 ), " *E&@ 6 -&2 + /00/& (/( ). *5& <&&5& /00/& (// )." " *&A6 <&5 /00/& (/ )5 *&7 5&A /00/& (/1 )2 B *=&& E&@ 6 /00/& (/9 ) *E&2 /00/& (/; ): *&2 &F /00/& (/ ) " *E&@ 6 -&2 /00/& (/? ):B D *&E <& /00/& 28 ECB Working Paper No 161 July 2002 129 “Non-standard central bank loss functions, skewed risks, and certainty equivalence” by A. al-Nowaihi and L. Stracca, March 2002. 130 “Harmonized indexes of consumer prices: their conceptual foundations” by E. Diewert, March 2002. 131 “Measurement bias in the HICP: what do we know, and what do we need to know?” by M. A. Wynne and D. Rodríguez-Palenzuela, March 2002. 132 “Inflation dynamics and dual inflation in accession countries: a “new Keynesian” perspective” by O. Arratibel, D. Rodríguez-Palenzuela and C. Thimann, March 2002. 133 “Can confidence indicators be useful to predict short term real GDP growth?” by A. Mourougane and M. Roma, March 2002. 134 “The cost of private transportation in the Netherlands, 1992-1999” by B. Bode and J. Van Dalen, March 2002. 135 “The optimal mix of taxes on money, consumption and income” by F. De Fiore and P. Teles, April 2002. 136 “Retail bank interest rate pass-through: the new evidence at the euro area level” by G. de Bondt, April 2002. 137 “Equilibrium bidding in the eurosystem’s open market operations” by U. Bindseil, April 2002. 138 “New” views on the optimum currency area theory: what is EMU telling us?” by F. P. Mongelli, April 2002. 139 “On currency crises and contagion” by M. Fratzscher, April 2002. 140 “Price setting and the steady-state effects of inflation” by M. Casares, May 2002. 141 “Asset prices and fiscal balances” by F. Eschenbach and L. Schuknecht, May 2002. 142 “Modelling the daily banknotes in circulation in the context of the liquidity management of the European Central Bank”, by A. Cabrero, G. Camba-Mendez, A. Hirsch and F. Nieto, May 2002. 143 “A non-parametric method for valuing new goods”, by I. Crawford, May 2002. 144 “A failure in the measurement of inflation: results from a hedonic and matched experiment using scanner data”, by M. Silver and S. Heravi, May 2002. 145 “Towards a new early warning system of financial crises”, by M. Fratzscher and M. Bussiere, May 2002. 146 “Competition and stability – what’s special about banking?”, by E. Carletti and P. Hartmann, May 2002. ECB Working Paper No 161 July 2002 29 147 “Time-to-build approach in a sticky price, stricky wage optimizing monetary model, by M. Casares, May 2002. 148 “The functional form of yield curves” by V. Brousseau, May 2002. 149 “The Spanish block of the ESCB-multi-country model” by A. Estrada and A. Willman, May 2002. 150 “Equity and bond market signals as leading indicators of bank fragility” by R. Gropp, J. Vesala and G. Vulpes, June 2002. 151 “G-7 inflation forecasts” by F. Canova, June 2002. 152 “Short-term monitoring of fiscal policy discipline” by G. Camba-Mendez and A. Lamo, June 2002. 153 “Euro area production function and potential output: a supply side system approach” by A. Willman, June 2002. 154 “The euro bloc, the dollar bloc and the yen bloc: how much monetary policy independence can exchange rate flexibility buy in an interdependent world?” by M. Fratzscher, June 2002. 155 “Youth unemployment in the OECD: demographic shifts, labour market institutions, and macroeconomic shocks” by J. F. Jimeno and D. Rodriguez-Palenzuela, June 2002. 156 “Identifying endogenous fiscal policy rules for macroeconomic models” by J. J. Perez, and P. Hiebert, July 2002. 157 “Bidding and performance in repo auctions: evidence from ECB open market operations” by Kjell G. Nyborg, Ulrich Bindseil and Ilya A. Strebulaev, July 2002. 158 “Quantifying Embodied Technological Change” by Plutarchos Sakellaris and D. J. Wilson, July 2002. 159 “Optimal public money” by C. Monnet, July 2002. 160 “Model uncertainty and the equilibrium value of the real effective euro exchange rate” by C. Detken, A. Dieppe, J. Henry, C. Marin and F. Smets, July 2002. 161 “The optimal allocation of risks under prospect theory” by L. Stracca, July 2002. 30 ECB Working Paper No 161 July 2002
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