A Mathematical Theory of Financial Bubbles

Over the last 10 years or so a mathematical theory of bubbles has emerged, in the spirit of a martingale theory based on an absence of arbitrage, as opposed to an equilibrium theory. This paper attempts to explain the major developments of the theory as it currently stands, including equities, options, forwards and futures, and foreign exchange. It also presents the recent development of a theory of bubble detection. Critiques of the theory are presented, and a defense is offered. Alternative theories, especially for bubble detection, are sketched.

[1]  Hans Föllmer,et al.  Shifting martingale measures and the birth of a bubble as a submartingale , 2014, Finance Stochastics.

[2]  Xiao Li,et al.  Dynamics of Bankrupt Stocks , 2012, SIAM J. Financial Math..

[3]  Travis Fisher,et al.  On the hedging of options on exploding exchange rates , 2012, Finance Stochastics.

[4]  Sergio Pulido The fundamental theorem of asset pricing, the hedging problem and maximal claims in financial markets with short sales prohibitions , 2010, 1012.3102.

[5]  P. Protter,et al.  Discrete versus continuous time models: Local martingales and singular processes in asset pricing theory , 2012 .

[6]  Erhan Bayraktar,et al.  Strict local martingale deflators and valuing American call-type options , 2012, Finance Stochastics.

[7]  Jean Jacod,et al.  Discretization of Processes , 2011 .

[8]  Aleksandar Mijatovi'c,et al.  Convergence of integral functionals of one-dimensional diffusions , 2011, 1109.0202.

[9]  Per Lötstedt,et al.  Numerical option pricing in the presence of bubbles , 2011 .

[10]  D. Sornette,et al.  Clarifications to Questions and Criticisms on the Johansen-Ledoit-Sornette Bubble Model , 2011 .

[11]  Didier Sornette,et al.  Detection of Crashes and Rebounds in Major Equity Markets , 2011, 1108.0077.

[12]  P. Protter,et al.  Is There a Bubble in LinkedIn’s Stock Price? , 2011, The Journal of Portfolio Management.

[13]  Alexandre F. Roch,et al.  Resilient Price Impact of Trading and the Cost of Illiquidity , 2011 .

[14]  P. Protter,et al.  A liquidity-based model for asset price bubbles , 2011 .

[15]  Philip Protter,et al.  How to Detect an Asset Bubble , 2011, SIAM J. Financial Math..

[16]  Alexandre F. Roch,et al.  Liquidity risk, price impacts and the replication problem , 2008, Finance Stochastics.

[17]  W. Taft Present day problems: a collection of addresses delivered on various occasions. , 2010 .

[18]  P. Phillips,et al.  Dating the Timeline of Financial Bubbles During the Subprime Crisis , 2010 .

[19]  Philip Protter,et al.  AN ANALYSIS OF THE SUPPLY CURVE FOR LIQUIDITY RISK THROUGH BOOK DATA , 2010 .

[20]  P. Protter,et al.  Foreign currency bubbles , 2010 .

[21]  H. Hulley The Economic Plausibility of Strict Local Martingales in Financial Modelling , 2010 .

[22]  Jean Jacod,et al.  Risk-neutral compatibility with option prices , 2010, Finance Stochastics.

[23]  J. Ruf,et al.  HEDGING UNDER ARBITRAGE , 2010, 1003.4797.

[24]  M. Yor,et al.  Option Prices as Probabilities: A New Look at Generalized Black-Scholes Formulae , 2010 .

[25]  P. Protter,et al.  Analysis of continuous strict local martingales via h-transforms , 2007, 0711.1136.

[26]  S. Shreve,et al.  Methods of Mathematical Finance , 2010 .

[27]  S. Shreve Stochastic Calculus for Finance II: Continuous-Time Models , 2010 .

[28]  Nizar Touzi,et al.  Option hedging for small investors under liquidity costs , 2010, Finance Stochastics.

[29]  Philip Protter,et al.  Forward And Futures Prices With Bubbles , 2009 .

[30]  A Visual Criterion for Identifying Ito Diffusions as Martingales or Strict Local Martingales , 2009 .

[31]  A. Roch Liquidity Risk, Volatility And Financial Bubbles , 2009 .

[32]  D. Sornette,et al.  Bubble Diagnosis and Prediction of the 2005-2007 and 2008-2009 Chinese Stock Market Bubbles , 2009, 0909.1007.

[33]  D. Foley,et al.  The economy needs agent-based modelling , 2009, Nature.

[34]  Mark Buchanan,et al.  Economics: Meltdown modelling , 2009, Nature.

[35]  Johan Tysk,et al.  Bubbles, convexity and the Black–Scholes equation , 2009, 0908.4468.

[36]  A. Mijatović,et al.  On the martingale property of certain local martingales , 2009, 0905.3701.

[37]  Viktor Todorov,et al.  Estimation of continuous-time stochastic volatility models with jumps using high-frequency data , 2009 .

[38]  G. Selgin,et al.  The Financial Meltdown , 2009 .

[39]  E. Farhi,et al.  Financial Crash, Commodity Prices, and Global Imbalances , 2008 .

[40]  M. Yor,et al.  From Black-Scholes and Dupire formulae to last passage times of local martingales. Part A : The infinite time horizon , 2008, 0806.0239.

[41]  P. Protter,et al.  ASSET PRICE BUBBLES IN INCOMPLETE MARKETS * , 2008 .

[42]  Johannes Wissel,et al.  Arbitrage-free market models for option prices: the multi-strike case , 2008, Finance Stochastics.

[43]  Yuri Kabanov,et al.  In discrete time a local martingale is a martingale under an equivalent probability measure , 2008, Finance Stochastics.

[44]  Jialin Yu,et al.  High Frequency Market Microstructure Noise Estimates and Liquidity Measures , 2008, 0906.1444.

[45]  R. Carmona Indifference Pricing: Theory and Applications , 2008 .

[46]  L. Rogers,et al.  THE COST OF ILLIQUIDITY AND ITS EFFECTS ON HEDGING , 2010 .

[47]  Jean Jacod,et al.  Microstructure Noise in the Continuous Case: The Pre-Averaging Approach - JLMPV-9 , 2007 .

[48]  M. Schweizer,et al.  TERM STRUCTURES OF IMPLIED VOLATILITIES: ABSENCE OF ARBITRAGE AND EXISTENCE RESULTS , 2007 .

[49]  Yangru Wu,et al.  Explosive Behavior in the 1990s' NASDAQ: When Did Exuberance Escalate Asset Values? , 2007 .

[50]  Constantinos Kardaras,et al.  The numéraire portfolio in semimartingale financial models , 2007, Finance Stochastics.

[51]  M. Loewenstein,et al.  Options and Bubbles , 2007 .

[52]  Leif Andersen,et al.  Moment Explosions in Stochastic Volatility Models Moment Explosions in the Black–scholes and Exponential Lévy Model Moment Explosions in the Heston Model , 2022 .

[53]  P. Lions,et al.  Correlations and bounds for stochastic volatility models , 2007 .

[54]  J. Markham A Financial History of Modern U.S. Corporate Scandals: From Enron to Reform , 2006 .

[55]  Walter Schachermayer,et al.  The Mathematics of Arbitrage , 2006 .

[56]  A. Nikeghbali An essay on the general theory of stochastic processes , 2005, math/0506581.

[57]  Dieter Sondermann,et al.  Introduction to stochastic calculus for finance : a new didactic approach , 2006 .

[58]  On a Condition that One-Dimensional Diffusion Processes are Martingales , 2006 .

[59]  M. Yor,et al.  Ito's Integrated Formula for Strict Local Martingales , 2006 .

[60]  Massimo Guidolin,et al.  Asset Allocation Under Multivariate Regime Switching , 2006 .

[61]  David Hobson,et al.  Local martingales, bubbles and option prices , 2005, Finance Stochastics.

[62]  M. Yor,et al.  Equivalent and absolutely continuous measure changes for jump-diffusion processes , 2005, math/0508450.

[63]  I. Karatzas,et al.  Relative arbitrage in volatility-stabilized markets , 2005 .

[64]  Hazem Daouk,et al.  A Study of Market-Wide Short-Selling Restrictions , 2005 .

[65]  Christine Thomas-Agnan,et al.  Computing a family of reproducing kernels for statistical applications , 1996, Numerical Algorithms.

[66]  Philip Protter,et al.  Noname manuscript No. (will be inserted by the editor) Liquidity Risk and Arbitrage Pricing Theory , 2003 .

[67]  J. V. Andersen,et al.  Fearless versus Fearful Speculative Financial Bubbles , 2003, cond-mat/0311089.

[68]  Wei Xiong,et al.  Heterogeneous Beliefs, Speculation and Trading in Financial Markets , 2004 .

[69]  Mark P. Taylor Purchasing Power Parity , 2003 .

[70]  Yildiray Yildirim,et al.  Pricing Treasury Inflation Protected Securities and Related Derivatives using an HJM Model , 2003, Journal of Financial and Quantitative Analysis.

[71]  Wei Xiong,et al.  Overconfidence and Speculative Bubbles , 2003, Journal of Political Economy.

[72]  Christopher J. Malloy,et al.  Differences of Opinion and the Cross Section of Stock Returns , 2002 .

[73]  F. Delbaen,et al.  No Arbitrage Condition for Positive Diffusion Price Processes , 2002 .

[74]  Peter Grandits,et al.  On the minimal entropy martingale measure , 2002 .

[75]  P. Protter A partial introduction to financial asset pricing theory , 2001 .

[76]  Joseph Chen,et al.  Breadth of Ownership and Stock Returns , 2001 .

[77]  R. Jarrow,et al.  Arbitrage, martingales, and private monetary value , 2000 .

[78]  Non‐parametric Kernel Estimation of the Coefficient of a Diffusion , 2000 .

[79]  Mark Loewenstein,et al.  Rational Equilibrium Asset-Pricing Bubbles in Continuous Trading Models , 2000, J. Econ. Theory.

[80]  T Hollebeek,et al.  Constructing multidimensional molecular potential energy surfaces from ab initio data. , 2003, Annual review of physical chemistry.

[81]  M. Yor,et al.  The importance of strictly local martingales; applications to radial Ornstein–Uhlenbeck processes , 1999 .

[82]  M. Hofmann Lp estimation of the diffusion coefficient , 1999 .

[83]  P. Schönbucher A market model for stochastic implied volatility , 1999, Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[84]  D. Sornette,et al.  Modeling the stock market prior to large crashes , 1998, cond-mat/9811066.

[85]  F. Delbaen,et al.  The fundamental theorem of asset pricing for unbounded stochastic processes , 1998 .

[86]  Jean Jacod,et al.  Local martingales and the fundamental asset pricing theorems in the discrete-time case , 1998, Finance Stochastics.

[87]  Jean Jacod,et al.  Rates of convergence to the local time of a diffusion , 1998 .

[88]  C. Sin Complications with stochastic volatility models , 1998, Advances in Applied Probability.

[89]  R. Jarrow,et al.  Option pricing using a binomial model with random time steps (A formal model of gamma hedging) , 1996 .

[90]  C. Stricker,et al.  Follmer-Schweizer Decomposition and Mean-Variance Hedging for General Claims , 1995 .

[91]  F. Delbaen,et al.  A general version of the fundamental theorem of asset pricing , 1994 .

[92]  D. Florens-zmirou On estimating the diffusion coefficient from discrete observations , 1993, Journal of Applied Probability.

[93]  Walter Schachermayer,et al.  A Simple Counterexample to Several Problems in the Theory of Asset Pricing , 1993 .

[94]  J. Galbraith A Short History of Financial Euphoria , 1993 .

[95]  Jean Jacod,et al.  On the estimation of the diffusion coefficient for multi-dimensional diffusion processes , 1993 .

[96]  Stephen F. LeRoy,et al.  Bubbles and Charges , 1992 .

[97]  D. Duffie Dynamic Asset Pricing Theory , 1992 .

[98]  Robert A. Jarrow,et al.  Pricing foreign currency options under stochastic interest rates , 1991 .

[99]  P. Protter,et al.  Weak Limit Theorems for Stochastic Integrals and Stochastic Differential Equations , 1991 .

[100]  P. Protter,et al.  Stochastic Analysis: Characterizing the weak convergence of stochastic integrals , 1991 .

[101]  Market Participation and Sunspot Equilibria , 1995 .

[102]  G. Wahba Spline Models for Observational Data , 1990 .

[103]  R. Chernow The house of Morgan , 1990 .

[104]  P. Weil On the Possibility of Price Decreasing Bubbles , 1990 .

[105]  Kenneth A. Froot,et al.  Intrinsic Bubbles: the Case of Stock Prices , 1989 .

[106]  Colin F. Camerer,et al.  BUBBLES AND FADS IN ASSET PRICES , 1989 .

[107]  C. Gilles Charges as equilibrium prices and asset bubbles , 1989 .

[108]  H. Engelbert,et al.  Strong Markov Continuous Local Martingales and Solutions of One‐Dimensional Stochastic Differential Equations (Part III) , 1989 .

[109]  Quelques précisions sur le méandre brownien , 1988 .

[110]  Ioannis Karatzas,et al.  Brownian Motion and Stochastic Calculus , 1987 .

[111]  A. Shiryaev,et al.  Limit Theorems for Stochastic Processes , 1987 .

[112]  R. Meese Testing for Bubbles in Exchange Markets: A Case of Sparkling Rates? , 1986, Journal of Political Economy.

[113]  G. Evans A Test for Speculative Bubbles in the Sterling-Dollar Exchange Rate: 1981-84 , 1986 .

[114]  J. Tirole ASSET BUBBLES AND OVERLAPPING GENERATIONS , 1985 .

[115]  Karl Shell,et al.  Do Sunspots Matter? , 1983, Journal of Political Economy.

[116]  J. Tirole On the Possibility of Speculation under Rational Expectations , 1982 .

[117]  George S. Oldfield,et al.  Forward contracts and futures contracts , 1981 .

[118]  S. Ross,et al.  The relation between forward prices and futures prices , 1981 .

[119]  E. Miller Risk, Uncertainty, and Divergence of Opinion , 1977 .

[120]  C. Dellacherie Capacités et processus stochastiques , 1972 .

[121]  P. Meyer Martingales and Stochastic Integrals I , 1972 .

[122]  E. Parzen STATISTICAL INFERENCE ON TIME SERIES BY RKHS METHODS. , 1970 .

[123]  Guy Johnson,et al.  Class $D$ supermartingales , 1963 .

[124]  Paul Malliavin,et al.  Stochastic Analysis , 1997, Nature.

[125]  N. Aronszajn Theory of Reproducing Kernels. , 1950 .

[126]  Par N. Aronszajn La théorie des noyaux reproduisants et ses applications Première Partie , 1943, Mathematical Proceedings of the Cambridge Philosophical Society.