Information Theory and Statistical Learning presents theoretical and practical results about information theoretic methods used in the context of statistical …
Introduction: Why this isn't a poker book -- Life is poker, not chess -- Wanna bet? -- Bet to learn: …
Focusing on real data, critical thinking, and contemporary technology, this textbook offers a data analysis approach to the subject while …
Nate Silver built an innovative system for predicting baseball performance, predicted the 2008 election within a hair’s breadth, and became …
Master the math needed to excel in data science, machine learning, and statistics. In this book author Thomas Nield guides …
The most influential book of the past seventy-five years: a groundbreaking exploration of everything we know about what we don’t …
For courses in introductory statistics. The art and science of learning from data Statistics: The Art and Science of Learning …
Speech and language technologies continue to grow in importance as they are used to create natural and efficient interfaces between …
The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability …
This book is not really a tutorial for beginners as it goes directly into the subject. It is well written, …
This book provides a multi-level introduction to Bayesian reasoning (as opposed to ''conventional statistics'') and its applications to data analysis. …
Incorporating new and updated information, this second edition of THE bestselling text in Bayesian data analysis continues to emphasize practice …
Emphasizing the use of WinBUGS and R to analyze real data, Bayesian Ideas and Data Analysis: An Introduction for Scientists …
Ross's classic bestseller, Introduction to Probability Models, has been used extensively by professionals and as the primary text for a …
Reliability analysis is concerned with the analysis of devices and systems whose individual components are prone to failure. This textbook …
This book is about luck - or more precisely how we perceive and deal with luck in business and life. …
Although a slightly pessimistic view on life, Nassim gives a great outlook and perspective of success and the role randomness …
A Business Week, New York Times Business, and USA Today Bestseller"Ambitious and readable . . . an engaging introduction to …
Statistical Rules of Thumb, Second Edition compiles simple rules that are widely applicable, robust, and elegant, and each captures key …
Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive …
This is a graduate level textbook on measure theory and probability theory. The book can be used as a text …
Aimed primarily at those outside of the field of statistics, this book not only provides an accessible introduction to measure …
A treatment of the convergence of probability measures from the foundations to applications in limit theory for dependent random variables. …
The heat equation can be derived by averaging over a very large number of particles. Traditionally, the resulting PDE is …
Probability theory on compact Lie groups deals with the interaction between “chance” and “symmetry,” a beautiful area of mathematics of …
