Causal Modelling

Causality and Causal Modelling in the Social Sciences: Measuring Variations  eBooks & eLearning

Posted by ChrisRedfield at May 13, 2015
Causality and Causal Modelling in the Social Sciences: Measuring Variations

Federica Russo - Causality and Causal Modelling in the Social Sciences: Measuring Variations
Published: 2008-10-23 | ISBN: 1402088167, 9048179963 | PDF | 236 pages | 1.66 MB

Understanding Developmental Disorders: A Causal Modelling Approach  eBooks & eLearning

Posted by ChrisRedfield at July 5, 2014
Understanding Developmental Disorders: A Causal Modelling Approach

John Morton - Understanding Developmental Disorders: A Causal Modelling Approach
Published: 2005-01-14 | ISBN: 063118757X, 0631187588 | PDF | 320 pages | 3 MB

Causal Analytics for Applied Risk Analysis  eBooks & eLearning

Posted by AvaxGenius at June 20, 2018
Causal Analytics for Applied Risk Analysis

Causal Analytics for Applied Risk Analysis by Louis Anthony Cox Jr.
English | PDF,EPUB | 2018 | 596 Pages | ISBN : 3319782401 | 50.23 MB

Causal analytics methods can revolutionize the use of data to make effective decisions by revealing how different choices affect probabilities of various outcomes. This book presents and illustrates models, algorithms, principles, and software for deriving causal models from data and for using them to optimize decisions with uncertain outcomes.
Targeted Learning in Data Science: Causal Inference for Complex Longitudinal Studies (repost)

Targeted Learning in Data Science: Causal Inference for Complex Longitudinal Studies by Mark J. van der Laan
English | 2018 | ISBN: 3319653032 | 684 Pages | PDF | 9 MB

Causal Nets, Interventionism, and Mechanisms: Philosophical Foundations and Applications  eBooks & eLearning

Posted by AvaxGenius at April 17, 2018
Causal Nets, Interventionism, and Mechanisms: Philosophical Foundations and Applications

Causal Nets, Interventionism, and Mechanisms: Philosophical Foundations and Applications By Alexander Gebharter
English | PDF | 2017 | 188 Pages | ISBN : 3319499076 | 4.04 MB

This monograph looks at causal nets from a philosophical point of view. The author shows that one can build a general philosophical theory of causation on the basis of the causal nets framework that can be fruitfully used to shed new light on philosophical issues. Coverage includes both a theoretical as well as application-oriented approach to the subject.

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

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.

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.
Causal Nets, Interventionism, and Mechanisms: Philosophical Foundations and Applications

Alexander Gebharter, "Causal Nets, Interventionism, and Mechanisms: Philosophical Foundations and Applications"
English | ISBN: 3319499076 | 2017 | 194 pages | EPUB | 1 MB

Finding Pathways: Mixed-Method Research for Studying Causal Mechanisms  eBooks & eLearning

Posted by roxul at Nov. 8, 2017
Finding Pathways: Mixed-Method Research for Studying Causal Mechanisms

Nicholas Weller, "Finding Pathways: Mixed-Method Research for Studying Causal Mechanisms"
English | ISBN: 1107684765, 1107041066 | 2014 | 171 pages | PDF | 1 MB