Introduction to Bayesian Econometrics 2025 pdf epub mobi 电子书

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发表于2025-01-01

Introduction to Bayesian Econometrics 2025 pdf epub mobi 电子书

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出版者:Cambridge University Press

作者:Edward Greenberg

出品人:

页数:222

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出版时间:2007-10-8

价格:USD 54.99

装帧:Hardcover

isbn号码:9780521858717

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Introduction to Bayesian Econometrics 2025 pdf epub mobi 电子书图书描述

This 2008 book introduces the increasingly popular Bayesian approach to statistics to graduates and advanced undergraduates. In contrast to the long-standing frequentist approach to statistics, the Bayesian approach makes explicit use of prior information and is based on the subjective view of probability. Bayesian econometrics takes probability theory as applying to all situations in which uncertainty exists, including uncertainty over the values of parameters. A distinguishing feature of this book is its emphasis on classical and Markov chain Monte Carlo (MCMC) methods of simulation. The book is concerned with applications of the theory to important models that are used in economics, political science, biostatistics, and other applied fields. These include the linear regression model and extensions to Tobit, probit, and logit models; time series models; and models involving endogenous variables.

Introduction to Bayesian Econometrics 2025 pdf epub mobi 电子书

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