Algorithmic complexity of financial motions
We survey the main applications of algorithmic (Kolmogorov) complexity to the problem of price dynamics in financial markets. We stress the differences between these works and put forward a general algorithmic framework in order to highlight its potential for financial data analysis. This framework is “general” in the sense that it is not constructed on the common assumption that price variations are predominantly stochastic in nature.
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Volume (Year): 30 (2014)
Issue (Month): C ()
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- Jean-Michel Courtault & Yuri Kabanov & Bernard Bru & Pierre Crépel & Isabelle Lebon & Arnaud Le Marchand, 2000.
"Louis Bachelier on the Centenary of "Théorie de la Spéculation","
Wiley Blackwell, vol. 10(3), pages 339-353.
- Jean-Michel Courtault & Youri Kabanov & Bernard Bru & Pierre Crepel & Isabelle Lebon & Arnaud Le Marchand, 2000. "Louis Bachelier On the centenary of Théorie de la Spéculation," Post-Print halshs-00447592, HAL.
- Brandouy, Olivier & Delahaye, Jean-Paul & Ma, Lin & Zenil, Hector, 2014.
"Algorithmic complexity of financial motions,"
Research in International Business and Finance,
Elsevier, vol. 30(C), pages 336-347.
- O. Brandouy & Lin Ma & Hector Zenil & Jean-Paul Delahaye, 2012. "Algorithmic complexity of financial motions," Post-Print hal-00802537, HAL.
- Olivier Brandouy & Jean-Paul Delahaye & Lin Ma & Hector Zenil, 2012. "Algorithmic Complexity of Financial Motions," ASSRU Discussion Papers 1204, ASSRU - Algorithmic Social Science Research Unit.
- David M. Cutler & James M. Poterba & Lawrence H. Summers, 1988.
"What Moves Stock Prices?,"
NBER Working Papers
2538, National Bureau of Economic Research, Inc.
- Fama, Eugene F, 1991. " Efficient Capital Markets: II," Journal of Finance, American Finance Association, vol. 46(5), pages 1575-617, December.
- Hector Zenil & Jean‐Paul Delahaye, 2011. "An Algorithmic Information Theoretic Approach To The Behaviour Of Financial Markets," Journal of Economic Surveys, Wiley Blackwell, vol. 25(3), pages 431-463, 07.
- Giglio, Ricardo & Matsushita, Raul & Figueiredo, Annibal & Gleria, Iram & Da Silva, Sergio, 2008. "Algorithmic complexity theory and the relative efficiency of financial markets," MPRA Paper 8704, University Library of Munich, Germany.
- Yael Alon- Brimer & Armin Shmilovici & Shmuel Hauser, 2002.
"Using a Stochastic Complexity Measure to Check the Efficient Market Hypothesis,"
Computing in Economics and Finance 2002
272, Society for Computational Economics.
- Armin Shmilovici & Yael Alon-Brimer & Shmuel Hauser, 2003. "Using a Stochastic Complexity Measure to Check the Efficient Market Hypothesis," Computational Economics, Springer;Society for Computational Economics, vol. 22(2), pages 273-284, October.
- repec:cdl:ucsbec:13-89 is not listed on IDEAS
- Paul A. Samuelson, 1973. "Proof That Properly Discounted Present Values of Assets Vibrate Randomly," Bell Journal of Economics, The RAND Corporation, vol. 4(2), pages 369-374, Autumn.
- Mansilla, R., 2001. "Algorithmic complexity of real financial markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 301(1), pages 483-492.
- Andreia Dionisio & Rui Menezes & Diana A. Mendes, 2007. "Entropy and Uncertainty Analysis in Financial Markets," Papers 0709.0668, arXiv.org.
- Fama, Eugene F., 1998.
"Market efficiency, long-term returns, and behavioral finance,"
Journal of Financial Economics,
Elsevier, vol. 49(3), pages 283-306, September.
- Eugene F. Fama, . "Market Efficiency, Long-term Returns, and Behavioral Finance," CRSP working papers 340, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
- Eugene F Fama, . "Market Efficiency, Long-Term Returns, and Behavioral Finance," CRSP working papers 448, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
- Bates, David S., 2000. "Post-'87 crash fears in the S&P 500 futures option market," Journal of Econometrics, Elsevier, vol. 94(1-2), pages 181-238.
- repec:ebl:ecbull:v:7:y:2008:i:6:p:1-12 is not listed on IDEAS
- Granger, Clive & Timmermann, Allan G, 2002.
"Efficient Market Hypothesis and Forecasting,"
CEPR Discussion Papers
3593, C.E.P.R. Discussion Papers.
- R. Mansilla, 2001. "Algorithmic Complexity in Real Financial Markets," Papers cond-mat/0104472, arXiv.org.
- Ching-Wei Tan, 1999. "Estimating the Complexity Function of Financial Time Series: An Estimation Based on Predictive Stochastic Complexity," Computing in Economics and Finance 1999 1143, Society for Computational Economics.
- Jing Chen, 2005. "Information Theory and Market Behavior," Finance 0503009, EconWPA.
- Sergio Da Silva & Raul Matsushita & Ricardo Giglio, 2008. "The relative efficiency of stockmarkets," Economics Bulletin, AccessEcon, vol. 7(6), pages 1-12.
- Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
- Andreia Dionisio & Rui Menezes & Diana A. Mendes, 2005.
"An econophysics approach to analyse uncertainty in financial markets: an application to the Portuguese stock market,"
physics/0509250, arXiv.org, revised Sep 2005.
- A. Dionisio & R. Menezes & D. A. Mendes, 2006. "An econophysics approach to analyse uncertainty in financial markets: an application to the Portuguese stock market," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 50(1), pages 161-164, 03.
- LeRoy, Stephen F, 1989. "Efficient Capital Markets and Martingales," Journal of Economic Literature, American Economic Association, vol. 27(4), pages 1583-1621, December.
- Armin Shmilovici & Yoav Kahiri & Irad Ben-Gal & Shmuel Hauser, 2009.
"Measuring the Efficiency of the Intraday Forex Market with a Universal Data Compression Algorithm,"
Springer;Society for Computational Economics, vol. 33(2), pages 131-154, March.
- Y. Kahiri & A. Shmilovici & S. Hauser, 2006. "Measuring the Efficiency of the Intraday Forex Market with a Universal Data Compression Algorithm," Computing in Economics and Finance 2006 256, Society for Computational Economics.
- Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-54, May-June.
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