Causal Inference for Statistics, Social, and Biomedical Sciences 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

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Guido W. Imbens 作者

Cambridge University Press

譯者

2015-4-6 出版日期

644 頁數

GBP 40.99 價格

Hardcover

叢書系列

9780521885881 圖書編碼

Causal Inference for Statistics, Social, and Biomedical Sciences 在線電子書圖書標籤: 計量經濟學統計 Statistics Econometrics 科學研究方法論 Methodology 經濟理論

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發表於2025-04-26

Causal Inference for Statistics, Social, and Biomedical Sciences 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2025

Causal Inference for Statistics, Social, and Biomedical Sciences 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2025

Causal Inference for Statistics, Social, and Biomedical Sciences 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025

Causal Inference for Statistics, Social, and Biomedical Sciences 在線電子書用戶評價

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因果推斷入門

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基本棄瞭，Rubin 體係的一傢言，還這麼長，還這麼難懂。有其他評論說“Rubin有一種把簡單事情將復雜的超能力”我看是對的。我看到過好幾篇在 Rubin 體係工作的論文都是一臉懵逼，怕是被原始文獻帶壞瞭吧

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因果推斷入門

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Causal Inference for Statistics, Social, and Biomedical Sciences 在線電子書著者簡介

Causal Inference for Statistics, Social, and Biomedical Sciences 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Causal Inference for Statistics, Social, and Biomedical Sciences 在線電子書圖書描述

Most questions in social and biomedical sciences are causal in nature: what would happen to individuals, or to groups, if part of their environment were changed? In this groundbreaking text, two world-renowned experts present statistical methods for studying such questions. This book starts with the notion of potential outcomes, each corresponding to the outcome that would be realized if a subject were exposed to a particular treatment or regime. In this approach, causal effects are comparisons of such potential outcomes. The fundamental problem of causal inference is that we can only observe one of the potential outcomes for a particular subject. The authors discuss how randomized experiments allow us to assess causal effects and then turn to observational studies. They lay out the assumptions needed for causal inference and describe the leading analysis methods, including, matching, propensity-score methods, and instrumental variables. Many detailed applications are included, with special focus on practical aspects for the empirical researcher.

Causal Inference for Statistics, Social, and Biomedical Sciences 在線電子書下載 mobi epub pdf txt 在線電子書下載

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