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Bayesian Statistical Modeling with Stan, R, and Python
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Bayesian Statistical Modeling with Stan, R, and Python
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Bayesian Statistical Modeling with Stan, R, and PythonThis book provides a highly practical introduction to Bayesian statistical modeling with Stan, which has become the most popular probabilistic programming language. The book is divided into four parts. The first part reviews the theoretical background of modeling and Bayesian inference and presents a modeling workflow that makes modeling more engineering than art. The second part discusses the use of Stan, CmdStanR, and CmdStanPy from the very
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Bayesian Statistical Modeling with Stan, R, and Python
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