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statistique, théorie et gestion de portefeuille - Docs at ISFA

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176 6. Comportements mimétiques <strong>et</strong> antagonistes : bulles hyperboliques, krachs <strong>et</strong> chaos<br />

Q UANTITATIVE F INANCE Imit<strong>at</strong>ion and contrarian behaviour: hyperbolic bubbles, crashes and chaos<br />

By recursion, it is easy to prove th<strong>at</strong><br />

g (k)<br />

m<br />

<br />

1<br />

2<br />

<br />

= (−1)k m!<br />

2m−k m−k <br />

<br />

m − k<br />

kfm(j) (35)<br />

k! j<br />

j=0<br />

and kfm(·) is the k th or<strong>de</strong>r discr<strong>et</strong>e <strong>de</strong>riv<strong>at</strong>ive of f( ·<br />

m ):<br />

Finally,<br />

kfm(j) =<br />

k<br />

i=0<br />

<br />

k<br />

(−1)<br />

i<br />

i f<br />

j + i<br />

m<br />

<br />

. (36)<br />

F (2k+1)<br />

m!<br />

m (1/2) =<br />

2m−2k−1 (2k)!<br />

m−2k−1<br />

1 <br />

<br />

m − 2k − 1<br />

×<br />

2k+1fm(j).<br />

2k +1<br />

j<br />

j=0<br />

m−2k <br />

<br />

m − 2k<br />

− (2k +1)<br />

2kfm(j) . (37)<br />

j<br />

References<br />

j=0<br />

Arneodo A, Muzy J F and Sorn<strong>et</strong>te D 1998 ‘Direct’ causal casca<strong>de</strong><br />

in the stock mark<strong>et</strong> Eur. Phys. J. B 2 277–82<br />

Arthur W B 1987 Self-reinforcing mechanisms in economics Center<br />

Econ. Policy Res. 111 1–20<br />

Azariadis C 1981 Self fulfilling prophecies J. Econ. Theory 25<br />

380–96<br />

Azariadis C and Guesnerie R 1982 Prophéties autoréalis<strong>at</strong>rices <strong>et</strong><br />

persistance <strong>de</strong>s <strong>théorie</strong>s, Rev. Économique 33 878–906<br />

Ballocchi G, Dacorogna M M and Gencay R 1999 Intraday<br />

st<strong>at</strong>istical properties of eurofutures by barbara piccin<strong>at</strong>o<br />

Deriv<strong>at</strong>ives Q. 6 28–44<br />

Benhabib J and Day R H 1981 R<strong>at</strong>ional choice and err<strong>at</strong>ic behaviour<br />

Rev. Econ. Studies July 153<br />

Bikhchandani S, Hirshleifer D and Welch I 1992 A theory of fads,<br />

fashion, custom and cultural changes as inform<strong>at</strong>ional casca<strong>de</strong>s<br />

J. Political Economy 100 992–1026<br />

Blanchard O and W<strong>at</strong>son M W 1982 Bubbles, r<strong>at</strong>ional expect<strong>at</strong>ions<br />

and financial mark<strong>et</strong>s ed P Wachtel Crises in the Economic and<br />

Financial Structure (Lexington Books) pp 295–315<br />

Bollerslev T 1987 A conditional h<strong>et</strong>eroskedastic time series mo<strong>de</strong>l<br />

for specul<strong>at</strong>ive prices and r<strong>at</strong>es of r<strong>et</strong>urn Rev. Econ. St<strong>at</strong>istics<br />

69 542–7<br />

Bollerslev T, Chou R Y, Jayaraman N and Kroner K F 1991 Les<br />

modèles ARCH en finance: un point sur la <strong>théorie</strong> <strong>et</strong> les<br />

résult<strong>at</strong>s empiriques Ann. d’Economie St<strong>at</strong>istiques 24 1–59<br />

Bouchaud J-P and Cont R 1998 A Langevin approach to stock<br />

mark<strong>et</strong> fluctu<strong>at</strong>ions and crashes Eur. Phys. J. B 6 543–50<br />

Brock W A 1988 Nonlinearity and complex dynamics in economics<br />

and finance The Economy as an Evolving Complex System ed<br />

P W An<strong>de</strong>rson, K J Arrow and D Pines (Reading, MA:<br />

Addison-Wesley)<br />

Brock W A and Dechert W D 1988 Theorems on distinguishing<br />

d<strong>et</strong>erministic from random systems Dynamic Econom<strong>et</strong>ric<br />

Mo<strong>de</strong>ling ed W A Barn<strong>et</strong>t, E R Berndt and H White<br />

(Cambridge: Cambridge University Press) ch 12 pp 247–65<br />

Brock W A, Dechert W D and Scheinkman J 1987 A test for<br />

in<strong>de</strong>pen<strong>de</strong>nce based on the correl<strong>at</strong>ion dimension Working<br />

paper University of Wisconsin <strong>at</strong> Madison, University of<br />

Houston and University of Chicago<br />

Brock W A, Hsieh D and LeBaron B 1991 Nonlinear Dynamics,<br />

Chaos and Instability: St<strong>at</strong>istical Theory and Economic<br />

Evi<strong>de</strong>nce (Cambridge: MAD Press)<br />

Campbell J Y, Lo A W and MacKinlay A C 1997 The Econom<strong>et</strong>rics<br />

of Financial Mark<strong>et</strong>s (Princ<strong>et</strong>on, NJ: Princ<strong>et</strong>on University<br />

Press)<br />

Chall<strong>et</strong> D, Marsili M and Zecchina R 2000 St<strong>at</strong>istical mechanics of<br />

systems with h<strong>et</strong>erogeneous agents: minority games Phys. Rev.<br />

L<strong>et</strong>t. 84 1824–7<br />

Chall<strong>et</strong> D, Marsili M and Zhang Y C 2000 Mo<strong>de</strong>ling mark<strong>et</strong><br />

mechanism with minority game Physica A 276 284–315<br />

Chall<strong>et</strong> D and Zhang Y C 1997 Emergence of cooper<strong>at</strong>ion and<br />

organiz<strong>at</strong>ion in an evolutionary game Physica A 246 407–18<br />

Coll<strong>et</strong> P and Eckmann J-P 1980 Iter<strong>at</strong>ed Maps on the Interval as<br />

Dynamical Systems (Boston, MA: Birkhäuser)<br />

Cont R and Bouchaud J-P 2000 Herd behaviour and aggreg<strong>at</strong>e<br />

fluctu<strong>at</strong>ions in financial mark<strong>et</strong>s Macroeconomic Dynamics 4<br />

170–96<br />

Corcos A 1993 Bruit <strong>et</strong> chaos sur les marchés financiers Thèse <strong>de</strong><br />

Doctor<strong>at</strong> Université Panthéon-Assas, Paris<br />

Dacorogna M M, Müller U A, Olsen R B and Pict<strong>et</strong> O V 1998<br />

Mo<strong>de</strong>lling short-term vol<strong>at</strong>ility with garch and harch mo<strong>de</strong>ls<br />

Nonlinear Mo<strong>de</strong>lling of High Frequency Financial Time Series<br />

ed C Dunis and B Zhou (New York: Wiley)<br />

Day R H 1982 Irregular growth cycles Am. Econ. Rev. 72 406–14<br />

Day R H 1983 The emergence of chaos from classical economic<br />

growth Q. J. Economics 48 201–13<br />

De Bondt WFMandThaler R H 1995 Financial <strong>de</strong>cision-making<br />

in mark<strong>et</strong>s and firms: a behavioural perspective Finance<br />

Handbooks in Oper<strong>at</strong>ions Research and Management Science<br />

vol 9 ed R A Jarrow, V Maksimovic, W T Ziemba (Amsterdam:<br />

Elsevier) pp 385–410<br />

De Grauwe P, Dewachter H and Embrechts M 1993 Foreign<br />

Exchange Mo<strong>de</strong>ls (Oxford: Blackwell)<br />

De Grauwe P and Vansanten K 1990 D<strong>et</strong>erministic chaos in the<br />

foreign exchange mark<strong>et</strong> Working Paper, CEPR K<strong>at</strong>holieke<br />

Universiteit Leuven, Belgium<br />

Ding Z and Granger CWJ1996 Mo<strong>de</strong>ling vol<strong>at</strong>ility persistence of<br />

specul<strong>at</strong>ive r<strong>et</strong>urns: a new approach J. Econom<strong>et</strong>rics 73<br />

185–215<br />

Ding Z, Granger CWJandEngle R 1993 A long memory property<br />

of stock r<strong>et</strong>urns and a new mo<strong>de</strong>l J. Empirical Finance 1<br />

83–106<br />

Eckmann J-P 1981 Roads to turbulence in dissip<strong>at</strong>ive dynamical<br />

systems Rev. Mod. Phys. 53 643–54 (P Cvitanović (ed) 1984<br />

Universality in Chaos (Bristol: Adam Hilger) (reprint))<br />

Eckmann J-P, Oliffson Kamphorst S, Ruelle D and Scheinkman J<br />

1988 Lyapunov exponents for stock r<strong>et</strong>urns The Economy as an<br />

Evolving Complex System ed P W An<strong>de</strong>rson, K J Arrow and<br />

D Pines (Reading, MA: Addison-Wesley)<br />

Eckmann J-P and Ruelle D 1985 Ergodic theory of chaos and<br />

strange <strong>at</strong>tractors Rev. Mod. Phys. 57 617–56<br />

Eckmann J-P and Ruelle D 1992 Fundamental limit<strong>at</strong>ions for<br />

estim<strong>at</strong>ing dimensions and lyapunov exponents in dynamical<br />

systems Physica D 56 185–7<br />

Egenter E, Lux T and Stauffer D 1999 Finite-size effects in Monte<br />

Carlo simul<strong>at</strong>ions of two stock mark<strong>et</strong> mo<strong>de</strong>ls Physica A 268<br />

250–6<br />

Engle R F 1982 Autoregressive conditional h<strong>et</strong>eroskedasticity with<br />

estim<strong>at</strong>es of the variance of UK infl<strong>at</strong>ion Econom<strong>et</strong>rica 50<br />

987–1008<br />

Fama E 1965 The behaviour of stock mark<strong>et</strong> prices J. Business 38<br />

34–105<br />

Farmer J D 1998 Mark<strong>et</strong> force, ecology and evolution Preprint<br />

adap-org/9812005<br />

Farmer J D and Joshi S 2002 The price dynamics of common<br />

str<strong>at</strong>egies J. Econ. Behav. Organ. (preprint) <strong>at</strong> press<br />

Feller W 1966 An Introduction to Probability Theory and its<br />

Applic<strong>at</strong>ions vol 2 (New York: Wiley)<br />

Flavin M A 1983 Excess vol<strong>at</strong>ility in the financial mark<strong>et</strong>s: a<br />

reassessment of the empirical evi<strong>de</strong>nce J. Political Economy 91<br />

929–56<br />

279

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