The Elements of Statistical Learning : Data Mining, Inference, and Prediction, Second Edition
Trevor Hastie
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Game Theory
Michael (Hebrew University of Jerusalem) Maschler
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Introductory Time Series with R
Paul S.P. Cowpertwait
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Numerical Methods for Stochastic Computations : A Spectral Method Approach
Dongbin Xiu
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Markov Random Fields for Vision and Image Processing
Andrew (Managing Director, Microsoft Research Ltd.) Blake
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All of Statistics : A Concise Course in Statistical Inference
Larry Wasserman
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Probability and Stochastics
Erhan Cinlar
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Elements Of Stochastic Modelling (2nd Edition)
Konstantin (The Univ Of Melbourne, Australia) Borovkov
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Change Of Time And Change Of Measure
Ole E (Aarhus Univ, Denmark) Barndorff-nielsen
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Selfsimilar Processes
Paul Embrechts
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How to Gamble If You Must : Inequalities for Stochastic Processes
Lester E. Dubins
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A Guide to First-Passage Processes
Sidney (Boston University) Redner
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An Introduction to Computational Stochastic PDEs
Gabriel J. (Heriot-Watt University, Edinburgh) Lord
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Continuous-time Stochastic Control and Optimization with Financial Applications
Huyen Pham
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Life Insurance Mathematics
Hans U. Gerber
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Random Walk, Brownian Motion, and Martingales
Rabi Bhattacharya
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Studies in the Theory of Random Processes
A. V. Skorokhod
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Stochastic Analysis and Diffusion Processes
Gopinath (Professor Emeritus, Professor Emeritus, Departme Kallianpur
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Stochastic Analysis
Ichiro Shigekawa
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Lectures on Monte Carlo Methods
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The Shoelace Book : A Mathematical Guide to the Best (and Worst) Ways to Lace Your Shoes
Burkard Polster
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Stochastic Analysis : Ito and Malliavin Calculus in Tandem
Hiroyuki (Aoyama Gakuin University, Japan) Matsumoto
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Stochastic Networks
Frank (University of Cambridge) Kelly
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