This lively and engaging book explains the things you have to know in order to read empirical papers in the social and health sciences, as well as the techniques you need to build statistical models of your own. The discussion in the book is organized around published studies, as are many of the exercises. Relevant journal articles are reprinted at the back of the book. Freedman makes a thorough appraisal of the statistical methods in these papers and in a variety of other examples. He illustrates the principles of modelling, and the pitfalls. The discussion shows you how to think about the critical issues - including the connection (or lack of it) between the statistical models and the real phenomena. The book is written for advanced undergraduates and beginning graduate students in statistics, as well as students and professionals in the social and health sciences.
發表於2025-03-13
Statistical Models 2025 pdf epub mobi 電子書 下載
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評分《統計模型》是一本齣自大牛之手的書,翻譯者也很牛,但是這並不是適閤我的一本書。我需要的是一本真正如這本書的書名那樣介紹常用統計模型前因後果和應用的書,而很顯然,這本書的書名是有誤導性的,它介紹的重點是迴歸模型中的一些假設以及可能帶來的問題,對最大似然的介紹...
評分《統計模型》是一本齣自大牛之手的書,翻譯者也很牛,但是這並不是適閤我的一本書。我需要的是一本真正如這本書的書名那樣介紹常用統計模型前因後果和應用的書,而很顯然,這本書的書名是有誤導性的,它介紹的重點是迴歸模型中的一些假設以及可能帶來的問題,對最大似然的介紹...
評分《統計模型》是一本齣自大牛之手的書,翻譯者也很牛,但是這並不是適閤我的一本書。我需要的是一本真正如這本書的書名那樣介紹常用統計模型前因後果和應用的書,而很顯然,這本書的書名是有誤導性的,它介紹的重點是迴歸模型中的一些假設以及可能帶來的問題,對最大似然的介紹...
評分圖書標籤: 統計學 數學 Statistics 統計 機器學習 statistics methodology 數據處理
膜拜Freedman 215用
評分神作
評分以後需要再看discussion questions
評分這本書的亮點不是數學推導,而是作者對於social science中統計學結論的濫用的吐槽。類似的還有Gelman的博客,都是值得一看的。其實很多錯誤不僅sociologist, economist,很多統計學科班的學生也是會犯的。
評分神作
Statistical Models 2025 pdf epub mobi 電子書 下載