Data Analysis Using Regression and Multilevel/Hierarchical Models 在线电子书 图书标签: 统计 数学 R 模型 statistics 统计学 机器学习 分析
发表于2025-03-03
Data Analysis Using Regression and Multilevel/Hierarchical Models 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025
有点难读啊。。没有 Trochim写的书通俗易懂
评分算是multilevel里面比较简单的了。 另外作者开发的stan或许是未来贝叶思计算统计的必备软件,可能会取代BUGS
评分Andrew Gelman Regression Hierarchical Models
评分有点难读啊。。没有 Trochim写的书通俗易懂
评分Bedtime story. Read another chapter or make love?
Data Analysis Using Regression and Multilevel/Hierarchical Models is a comprehensive manual for the applied researcher who wants to perform data analysis using linear and nonlinear regression and multilevel models. The book introduces a wide variety of models, whilst at the same time instructing the reader in how to fit these models using available software packages. The book illustrates the concepts by working through scores of real data examples that have arisen from the authors' own applied research, with programming codes provided for each one. Topics covered include causal inference, including regression, poststratification, matching, regression discontinuity, and instrumental variables, as well as multilevel logistic regression and missing-data imputation. Practical tips regarding building, fitting, and understanding are provided throughout. Author resource page: http://www.stat.columbia.edu/~gelman/arm/
A very good guide for HLM. Yet it should be noted that HLM here is based upon Bayesian methods. For data from survey, WinBugs frequently fails. >-<
评分A very good guide for HLM. Yet it should be noted that HLM here is based upon Bayesian methods. For data from survey, WinBugs frequently fails. >-<
评分A very good guide for HLM. Yet it should be noted that HLM here is based upon Bayesian methods. For data from survey, WinBugs frequently fails. >-<
评分A very good guide for HLM. Yet it should be noted that HLM here is based upon Bayesian methods. For data from survey, WinBugs frequently fails. >-<
评分A very good guide for HLM. Yet it should be noted that HLM here is based upon Bayesian methods. For data from survey, WinBugs frequently fails. >-<
Data Analysis Using Regression and Multilevel/Hierarchical Models 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025