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

Targeted Learning in Data Science: Causal Inference for Complex Longitudinal Studies  eBooks & eLearning

Posted by AvaxGenius at March 28, 2018
Targeted Learning in Data Science: Causal Inference for Complex Longitudinal Studies

Targeted Learning in Data Science: Causal Inference for Complex Longitudinal Studies By Mark J. van der Laan
English | PDF,EPUB | 2018 | 655 Pages | ISBN : 3319653032 | 17.35 MB

This textbook for graduate students in statistics, data science, and public health deals with the practical challenges that come with big, complex, and dynamic data. It presents a scientific roadmap to translate real-world data science applications into formal statistical estimation problems by using the general template of targeted maximum likelihood estimators. These targeted machine learning algorithms estimate quantities of interest while still providing valid inference.

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…

Elements of Causal Inference: Foundations and Learning Algorithms  eBooks & eLearning

Posted by arundhati at April 1, 2018
Elements of Causal Inference: Foundations and Learning Algorithms

Jonas Peters,‎ Dominik Janzing, "Elements of Causal Inference: Foundations and Learning Algorithms"
2017 | ISBN-10: 0262037319 | 288 pages | PDF | 21 MB

An Investigation of the Causal Inference between Epidemiology and Jurisprudence  eBooks & eLearning

Posted by AvaxGenius at Feb. 25, 2018
An Investigation of the Causal Inference between Epidemiology and Jurisprudence

An Investigation of the Causal Inference between Epidemiology and Jurisprudence By Minsoo Jung
English | PDF,EPUB | 2018 | 112 Pages | ISBN : 9811078610 | 2 MB

This book examines how legal causation inference and epidemiological causal inference can be harmonized within the realm of jurisprudence, exploring why legal causation and epidemiological causation differ from each other and defining related problems. The book also discusses how legal justice can be realized and how victims’ rights can be protected. It looks at epidemiological evidence pertaining to causal relationships in cases such as smoking and the development of lung cancer, and enables readers to correctly interpret and rationally use the results of epidemiological studies in lawsuits.

Observation and Experiment: An Introduction to Causal Inference  eBooks & eLearning

Posted by Underaglassmoon at Dec. 27, 2017
Observation and Experiment: An Introduction to Causal Inference

Observation and Experiment: An Introduction to Causal Inference
Harvard University | English | 2017 | ISBN-10: 067497557X | 400 pages | PDF | 35.31 mb

by Paul Rosenbaum (Author)

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

Posted by ChrisRedfield at Nov. 28, 2017
Explanation in Causal Inference: Methods for Mediation and Interaction [Repost]

Tyler VanderWeele - Explanation in Causal Inference: Methods for Mediation and Interaction
Published: 2015-03-13 | ISBN: 0199325871 | PDF | 728 pages | 3.81 MB

SQL for Statistics Essential Training  eBooks & eLearning

Posted by Landau17 at Feb. 22, 2018
SQL for Statistics Essential Training

SQL for Statistics Essential Training
MP4 | Video: 720p | Duration: 49:14 | English | Subtitles: VTT | 94.0 MB

Inference and Intervention: Causal Models for Business Analysis  eBooks & eLearning

Posted by interes at June 14, 2017
Inference and Intervention: Causal Models for Business Analysis

Inference and Intervention: Causal Models for Business Analysis by Michael D. Ryall and Aaron L. Bramson
English | 2013 | ISBN-10: 0415657598, 0415657601 | 280 pages | EPUB | 4,5 MB