Fundamentals of causal inference : =...
Brumback, Babette A.,

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  • Fundamentals of causal inference : = with R /
  • 紀錄類型: 書目-語言資料,印刷品 : Monograph/item
    正題名/作者: Fundamentals of causal inference :/ Babette A. Brumback.
    其他題名: with R /
    作者: Brumback, Babette A.,
    出版者: Boca Raton, FL :CRC Press, : 2022.,
    面頁冊數: xii, 236 p. :ill. ;25 cm.
    內容註: 1 Introduction -- 2 Conditional probability and expectation -- 3 Potential outcomes and the fundamental problem of causal inference -- 4 Effect-measure modification and causal interaction -- 5 Causal directed acyclic graphs -- 6 Adjusting for confounding : backdoor method via standardization -- 7 Adjusting for confounding : difference-in-differences estimators -- 8 Adjusting for confounding : front-door method -- 9 Adjusting for confounding : instrumental variables -- 10 Adjusting for confounding : propensity-score methods -- 11 Gaining efficiency with precision variables -- 12 Mediation -- 13 Adjusting for time-dependent confounding.
    標題: Estimation theory. -
    ISBN: 9780367705053
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W0201579 六樓西文書區HC-Z(6F Western Language Books) 01.外借(書)_YB 一般圖書 QA276.8 B78 2022 一般使用(Normal) 在架 0
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