Statistical Regression and Classification

Statistical Regression and Classification

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Statistical Regression and Classification: From Linear Models to Machine Learning takes an innovative look at the traditional statistical regression course, pre

Statistical Rethinking

Statistical Rethinking

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Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers’ knowledge of and confidence in statistical modeling. Reflecting the need

Logistic Regression Models

Logistic Regression Models

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Logistic Regression Models presents an overview of the full range of logistic models, including binary, proportional, ordered, partially ordered, and unordered

Markov Chain Monte Carlo

Markov Chain Monte Carlo

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Bridging the gap between research and application, Markov Chain Monte Carlo: Stochastic Simulation for Bayesian Inference provides a concise, and integrated acc

Statistical Analysis of Reliability Data

Statistical Analysis of Reliability Data

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Written for those who have taken a first course in statistical methods, this book takes a modern, computer-oriented approach to describe the statistical techniq