Causal Inference For Statistics

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  

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…
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.
Statistical Methods for Dynamic Treatment Regimes: Reinforcement Learning, Causal Inference, and Personalized Medicine

, "Statistical Methods for Dynamic Treatment Regimes: Reinforcement Learning, Causal Inference, and Personalized Medicine (Statistics for Biology and Health)"
ISBN: 1461474272 | 2013 | PDF | 220 pages | 5.1 MB

Basics of Matrix Algebra for Statistics with R (Chapman & Hall/CRC The R Series)  eBooks & eLearning

Posted by Rare-1 at Oct. 16, 2016
Basics of Matrix Algebra for Statistics with R (Chapman & Hall/CRC The R Series)

Basics of Matrix Algebra for Statistics with R (Chapman & Hall/CRC The R Series) by Nick Fieller
English | ISBN: 1498712363 | 2015 | PDF | 240 pages | 2.76 MB

Linear Algebra and Matrix Analysis for Statistics (Repost)  eBooks & eLearning

Posted by roxul at June 27, 2016
Linear Algebra and Matrix Analysis for Statistics (Repost)

Sudipto Banerjee and Anindya Roy, "Linear Algebra and Matrix Analysis for Statistics"
English | 2014 | ISBN: 1420095382 | 580 pages | PDF | 3 MB

Matrix Analysis for Statistics, 3rd Edition  eBooks & eLearning

Posted by ksveta6 at June 23, 2016
Matrix Analysis for Statistics, 3rd Edition

Matrix Analysis for Statistics (Wiley Series in Probability and Statistics) by James R. Schott
2016 | ISBN: 1119092485 | English | 552 pages | PDF | 6 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

Matrix Analysis for Statistics  eBooks & eLearning

Posted by tanas.olesya at Feb. 24, 2016
Matrix Analysis for Statistics

Matrix Analysis for Statistics (Wiley Series in Probability and Statistics) by James R. Schott
English | 5 Nov. 1996 | ISBN: 0471154091 | 448 Pages | PDF | 6 MB

Matrix methods have evolved from a tool for expressing statistical problems to an indispensable part of the development, understanding, and use of various types of complex statistical analyses. As such, they have become a vital part of any statistical education.