Data Analysis Using Regression and Multilevel/Hierarchical Models 2024 pdf epub mobi 电子书


Data Analysis Using Regression and Multilevel/Hierarchical Models

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发表于2024-12-22

Data Analysis Using Regression and Multilevel/Hierarchical Models 2024 pdf epub mobi 电子书

Data Analysis Using Regression and Multilevel/Hierarchical Models 2024 pdf epub mobi 电子书

Data Analysis Using Regression and Multilevel/Hierarchical Models 2024 pdf epub mobi 电子书



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Data Analysis Using Regression and Multilevel/Hierarchical Models 电子书 读后感

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. >-<

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. >-<

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出版者:Cambridge University Press
作者:Andrew Gelman
出品人:
页数:648
译者:
出版时间:2006-12-18
价格:USD 69.99
装帧:Paperback
isbn号码:9780521686891
丛书系列:Analytical Methods for Social Research

图书标签: 统计  数学  R  模型  statistics  统计学  机器学习  分析   


Data Analysis Using Regression and Multilevel/Hierarchical Models 2024 pdf epub mobi 电子书 图书描述

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/

Data Analysis Using Regression and Multilevel/Hierarchical Models 2024 pdf epub mobi 电子书

Data Analysis Using Regression and Multilevel/Hierarchical Models 2024 pdf epub mobi 电子书
想要找书就要到 本本书屋
立刻按 ctrl+D收藏本页
你会得到大惊喜!!

Data Analysis Using Regression and Multilevel/Hierarchical Models 2024 pdf epub mobi 用户评价

评分

有点难读啊。。没有 Trochim写的书通俗易懂

评分

#读了停不下来的数学书# 非常系统,从single-level regression讲起,中间是multilevel regression,最后又讨论了data collection, model understanding, model checking。深入浅出,书中很多例子帮助理解。细读还可以发现一些 tips & tricks。就算不用Bugs and R,也非常值得一读,可以不用理会那些 code。

评分

PS 733: Maximum Likelihood Estimation

评分

#读了停不下来的数学书# 非常系统,从single-level regression讲起,中间是multilevel regression,最后又讨论了data collection, model understanding, model checking。深入浅出,书中很多例子帮助理解。细读还可以发现一些 tips & tricks。就算不用Bugs and R,也非常值得一读,可以不用理会那些 code。

评分

#读了停不下来的数学书# 非常系统,从single-level regression讲起,中间是multilevel regression,最后又讨论了data collection, model understanding, model checking。深入浅出,书中很多例子帮助理解。细读还可以发现一些 tips & tricks。就算不用Bugs and R,也非常值得一读,可以不用理会那些 code。

Data Analysis Using Regression and Multilevel/Hierarchical Models 2024 pdf epub mobi 电子书


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