Counterfactuals and Causal Inference: Methods And Principles For Social Research (Analytical Methods for Social Research) okumak kayıt olmadan

Counterfactuals and Causal Inference: Methods And Principles For Social Research (Analytical Methods for Social Research)

Matematik

In this second edition of Counterfactuals and Causal Inference, completely revised and expanded, the essential features of the counterfactual approach to observational data analysis are presented with examples from the social, demographic, and health sciences. Alternative estimation techniques are first introduced using both the potential outcome model and causal graphs; after which, conditioning techniques, such as matching and regression, are presented from a potential outcomes perspective. For research scenarios in which important determinants of causal exposure are unobserved, alternative techniques, such as instrumental variable estimators, longitudinal methods, and estimation via causal mechanisms, are then presented. The importance of causal effect heterogeneity is stressed throughout the book, and the need for deep causal explanation via mechanisms is discussed.

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28 Şubat 2018 Kolektif 15 x 0,7 x 22 cm 21,6 x 0,6 x 27,9 cm Collectif 30 Eylül 2020 15 x 0,5 x 22 cm Dazzle Book Press 1 Haziran 2018 1 Ocak 2018 15 x 0,4 x 22 cm Flower Love Press 1 Ocak 2016 BrownTrout Publisher U.S. Department of the Interior 15 x 0,3 x 22 cm 1 Ocak 2017 15 x 0,6 x 22 cm

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