Confounding in Causal Inference : The Distribution of the Product of Two Dependent Correlation Coefficients and Its Applications in Causal Inference

Language: English

Published by LAP LAMBERT Academic Publishing, 2010

3838335392 / 9783838335391

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nach der Bestellung gedruckt Neuware - Printed after ordering - Causal inference is an important but controversial topic in the social sciences in that it is difficult to statistically control for all possible confounding variables. To address this concern, this monograph introduces a reference distribution of the confounding that is the product of two dependent correlation coefficients and illustrates how to use the reference distribution to investigate the robustness of a cause inference to the impact of a confounding variable. The methodology discussed in this monograph would also allow for multiple partial causes in the complex social phenomena under study, so as to inform causal inferences in the social sciences from statistical linear models.

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Title
Confounding in Causal Inference : The Distribution of the Product of Two Dependent Correlation Coefficients and Its Applications in Causal Inference
Author
Wei Pan
Publisher
LAP LAMBERT Academic Publishing
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3838335392
ISBN 13
9783838335391
Item weight
161 grams
Dimensions
220x150x7 mm

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