Causal Inference For Statistics

Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction  eBooks & eLearning

Posted by interes at Sept. 22, 2015
Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction

Causal Inference for Statistics, Social, and Biomedical Sciences: An Introduction by Guido W. Imbens and Donald B. Rubin
English | 2015 | ISBN: 0521885884 | 644 pages | PDF | 4,7 MB

Causal Inference in Statistics: A Primer  eBooks & eLearning

Posted by nebulae at March 6, 2016
Causal Inference in Statistics: A Primer

Judea Pearl, "Causal Inference in Statistics: A Primer"
English | ISBN: 1119186846 | 2016 | 150 pages | True PDF | 1 MB

Causal Inference in Statistics: A Primer  eBooks & eLearning

Posted by AlenMiler at Jan. 29, 2016
Causal Inference in Statistics: A Primer

Causal Inference in Statistics: A Primer by Judea Pearl
English | Mar. 28, 2016 | ISBN: 1119186846 | 150 Pages | AZW3/EPUB/PDF (conv) | 11.18 MB

Causality is central to the understanding and use of data. Without an understanding of cause effect relationships, we cannot use data to answer questions as basic as…

Explanation in Causal Inference: Methods for Mediation and Interaction (repost)  eBooks & eLearning

Posted by interes at Feb. 19, 2017
Explanation in Causal Inference: Methods for Mediation and Interaction (repost)

Explanation in Causal Inference: Methods for Mediation and Interaction by Tyler VanderWeele
English | 2015 | ISBN: 0199325871 | 728 pages | PDF | 4 MB

Explanation in Causal Inference: Methods for Mediation and Interaction (repost)  eBooks & eLearning

Posted by libr at March 10, 2016
Explanation in Causal Inference: Methods for Mediation and Interaction (repost)

Explanation in Causal Inference: Methods for Mediation and Interaction by Tyler VanderWeele
English | 2015 | ISBN: 0199325871 | 728 pages | PDF | 4 MB
Counterfactuals and Causal Inference: Methods and Principles for Social Research, 2nd Edition

Stephen L. Morgan, Christopher Winship, "Counterfactuals and Causal Inference: Methods and Principles for Social Research, 2nd Edition"
2014 | ISBN-10: 1107694167, 1107065070 | 524 pages | PDF | 8 MB

Causal Inference in Econometrics  eBooks & eLearning

Posted by Underaglassmoon at Dec. 30, 2015
Causal Inference in Econometrics

Causal Inference in Econometrics
Springer | Studies in Computational Intelligence | January 29, 2016 | ISBN-10: 3319272837 | 638 pages | pdf | 14.4 mb

Editors: Huynh, Van-Nam, Kreinovich, Vladik, Sriboonchitta, Songsak (Eds.)
Includes theoretical foundations and applications
Written by experts in the field
Presents recent research

Explanation in Causal Inference: Methods for Mediation and Interaction  eBooks & eLearning

Posted by interes at March 22, 2015
Explanation in Causal Inference: Methods for Mediation and Interaction

Explanation in Causal Inference: Methods for Mediation and Interaction by Tyler VanderWeele
English | 2015 | ISBN: 0199325871 | 728 pages | PDF | 4 MB

Handbook of Causal Analysis for Social Research (Repost)  eBooks & eLearning

Posted by advisors at Dec. 13, 2014
Handbook of Causal Analysis for Social Research (Repost)

Handbook of Causal Analysis for Social Research By Stephen L. Morgan
2013 | 423 Pages | ISBN: 9400760930 | PDF | 5 MB
Statistical Methods for Dynamic Treatment Regimes: Reinforcement Learning, Causal Inference, and Personalized Medicine (repost)

Statistical Methods for Dynamic Treatment Regimes: Reinforcement Learning, Causal Inference, and Personalized Medicine (Statistics for Biology and Health) by Bibhas Chakraborty and Erica E.M. Moodie
English | ISBN: 1461474272 | 2013 | PDF | 220 pages | 2,5 MB

Statistical Methods for Dynamic Treatment Regimes shares state of the art of statistical methods developed to address questions of estimation and inference for dynamic treatment regimes, a branch of personalized medicine. This volume demonstrates these methods with their conceptual underpinnings and illustration through analysis of real and simulated data.