Statistics and Causality PDF
By:Wolfgang Wiedermann,Alexander von Eye
Published on 2016-05-20 by John Wiley & Sons
A one-of-a-kind guide to identifying and dealing with modern statistical developments in causality Written by a group of well-known experts, Statistics and Causality: Methods for Applied Empirical Research focuses on the most up-to-date developments in statistical methods in respect to causality. Illustrating the properties of statistical methods to theories of causality, the book features a summary of the latest developments in methods for statistical analysis of causality hypotheses. The book is divided into five accessible and independent parts. The first part introduces the foundations of causal structures and discusses issues associated with standard mechanistic and difference-making theories of causality. The second part features novel generalizations of methods designed to make statements concerning the direction of effects. The third part illustrates advances in Granger-causality testing and related issues. The fourth part focuses on counterfactual approaches and propensity score analysis. Finally, the fifth part presents designs for causal inference with an overview of the research designs commonly used in epidemiology. Statistics and Causality: Methods for Applied Empirical Research also includes: New statistical methodologies and approaches to causal analysis in the context of the continuing development of philosophical theories End-of-chapter bibliographies that provide references for further discussions and additional research topics Discussions on the use and applicability of software when appropriate Statistics and Causality: Methods for Applied Empirical Research is an ideal reference for practicing statisticians, applied mathematicians, psychologists, sociologists, logicians, medical professionals, epidemiologists, and educators who want to learn more about new methodologies in causal analysis. The book is also an excellent textbook for graduate-level courses in causality and qualitative logic.
This Book was ranked at 2 by Google Books for keyword Psychology Counseling Research novel.
Book ID of Statistics and Causality's Books is yTU0DAAAQBAJ, Book which was written byWolfgang Wiedermann,Alexander von Eyehave ETAG "Sjxh5c/e+hk"
Book which was published by John Wiley & Sons since 2016-05-20 have ISBNs, ISBN 13 Code is 9781118947050 and ISBN 10 Code is 1118947053
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Book which have "480 Pages" is Printed at BOOK under CategorySocial Science
Book was written in en
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