Graph Theory and Additive Combinatorics : Exploring Structure and Randomness
Yufei (Massachusetts Institute of Technology) Zhao
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Generalized Additive Models for Location, Scale and Shape : A Distributional Regression Approach, with Applications
Mikis D. (University of Greenwich) Stasinopoulos
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Time Series Analysis
James D. Hamilton
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Elementary Stochastic Calculus, With Finance In View
Thomas (Univ Of Copenhagen, Denmark) Mikosch
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Data-Driven Science and Engineering : Machine Learning, Dynamical Systems, and Control
Steven L. (University of Washington) Brunton
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Causal Inference for Statistics, Social, and Biomedical Sciences : An Introduction
Guido W. (Stanford University, California) Imbens
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High-Dimensional Probability : An Introduction with Applications in Data Science
Roman (University of California, Irvine) Vershynin
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The Data Science Design Manual
Professor Steven S. Skiena
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Probability and Computing : Randomization and Probabilistic Techniques in Algorithms and Data Analysis
Michael (Harvard University, Massachusetts) Mitzenmacher
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A First Course in Bayesian Statistical Methods
Peter D. Hoff
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Introduction to Machine Learning with Applications in Information Security
Mark Stamp
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Fundamentals of Causal Inference : With R
Babette A. Brumback
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Probability on Trees and Networks
Russell (Indiana University, Bloomington) Lyons
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Spatio-Temporal Statistics with R
Christopher K. Wikle
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Random Graphs and Complex Networks
Remco van der (Technische Universiteit Eindhoven, The Netherl Hofstad
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Introduction to Probability
David F. (University of Wisconsin, Madison) Anderson
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Mathematics and Statistics for Financial Risk Management
Michael B. Miller
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Probabilistic Numerics : Computation as Machine Learning
Philipp (Eberhard-Karls-Universitat Tubingen, Germany) Hennig
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The Fundamentals of Heavy Tails : Properties, Emergence, and Estimation
Jayakrishnan (Indian Institute of Technology, Bombay) Nair
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Control Systems and Reinforcement Learning
Sean (University of Florida) Meyn
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Measure Theory, Probability, and Stochastic Processes
Jean-Francois Le Gall
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Stable Levy Processes via Lamperti-Type Representations
Andreas E. (University of Bath) Kyprianou
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An Introduction to Probabilistic Number Theory
Emmanuel (Swiss Federal Institute of Technology, Zurich) Kowalski
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Statistics and Analysis of Scientific Data
Massimiliano Bonamente
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