On a computationally-scalable sparse formulation of the multidimensional and non-stationary maximum entropy principle

[1]  Richard A. Highfield,et al.  Calculation of maximum entropy distributions and approximation of marginalposterior distributions , 1988 .

[2]  Illia Horenko,et al.  On a scalable nonparametric denoising of time series signals , 2018 .

[3]  L. Hansen.  Large Sample Properties of Generalized Method of Moments Estimators , 1982 .

[4]  W. Bialek,et al.  Maximum entropy models for antibody diversity , 2009, Proceedings of the National Academy of Sciences.

[5]  Paul H. Kupiec,et al.  Techniques for Verifying the Accuracy of Risk Measurement Models , 1995 .

[6]  C. Granger,et al.  A long memory property of stock market returns and a new model , 1993 .

[7]  E. Jaynes.  Information Theory and Statistical Mechanics , 1957 .

[8]  L. Mead,et al.  Maximum entropy in the problem of moments , 1984 .

[9]  Jan Bulla,et al.  Stylized facts of financial time series and hidden semi-Markov models , 2006, Comput. Stat. Data Anal..

[10]  Luc Bauwens,et al.  Marginal likelihood for Markov-switching and change-point GARCH models , 2014 .

[11]  R. Levine,et al.  An Algorithm for Finding the Distribution of Maximal Entropy , 1979 .

[12]  Illia Horenko,et al.  Finite Element Approach to Clustering of Multidimensional Time Series , 2010, SIAM J. Sci. Comput..

[13]  T. Rydén,et al.  Stylized Facts of Daily Return Series and the Hidden Markov Model , 1998 .

[14]  Robert P. Anderson,et al.  Maximum entropy modeling of species geographic distributions , 2006 .

[15]  Illia Horenko,et al.  Towards a Computationally Tractable Maximum Entropy Principle for Nonstationary Financial Time Series , 2018, SIAM J. Financial Math..

[16]  A. Monfort,et al.  Fourth Order Pseudo Maximum Likelihood Methods , 2008 .

[17]  L. Glosten,et al.  On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks , 1993 .

[18]  Ximing Wu,et al.  Calculation of maximum entropy densities with application to income distribution , 2003 .

[19]  T. Bollerslev,et al.  Generalized autoregressive conditional heteroskedasticity , 1986 .

[20]  Adam L. Berger,et al.  A Maximum Entropy Approach to Natural Language Processing , 1996, CL.

[21]  Susanne Gerber,et al.  Improving clustering by imposing network information , 2015, Science Advances.

[22]  Illia Horenko,et al.  On the Identification of Nonstationary Factor Models and Their Application to Atmospheric Data Analysis , 2010 .