Introduction to Bayesian Econometrics pdf epub mobi txt 电子书下载 2024

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Greenberg, Edward

2012-11

264

$ 62.15

9781107015319

图书标签: 贝叶斯数学

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发表于2024-06-24

Introduction to Bayesian Econometrics epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Introduction to Bayesian Econometrics pdf epub mobi txt 电子书下载 2024

图书描述

This textbook explains the basic ideas of subjective probability and shows how subjective probabilities must obey the usual rules of probability to ensure coherency. It defines the likelihood function, prior distributions and posterior distributions. It explains how posterior distributions are the basis for inference and explores their basic properties. Various methods of specifying prior distributions are considered, with special emphasis on subject-matter considerations and exchange ability. The regression model is examined to show how analytical methods may fail in the derivation of marginal posterior distributions. The remainder of the book is concerned with applications of the theory to important models that are used in economics, political science, biostatistics and other applied fields. New to the second edition is a chapter on semiparametric regression and new sections on the ordinal probit, item response, factor analysis, ARCH-GARCH and stochastic volatility models. The new edition also emphasizes the R programming language.

Introduction to Bayesian Econometrics 下载 mobi epub pdf txt 电子书