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Statistical Models for Causal Analysis.
Biometrics, 1994This book provides a quick overview of statistical models commonly used in causal analyses of nonexperimental data in the social and biomedical sciences. Topics covered are simple bivariate regression multiple regression multiple classification analysis path analysis logit regression multinomial logit regression and survival models (proportional ...
Daniel Zelterman +2 more
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Causal analysis of academic performance
Behavior Genetics, 1977Maximum likelihood methods are presented to test for the relations between causes and effects in linear path diagrams, without assuming that estimates of causes are free of error. Causal analysis is illustrated by published data of the Equal Educational Opportunity Survey, which show that American schools do not significantly modify socioeconomic ...
D C, Rao +3 more
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1976
The basic aim of this paper is to give a brief sketch of a formal theory of causal relations. More precisely, our aim is (a) to show how the language of the first-order predicate logic can be applied to an analysis of this kind and (b) to discuss some both technical and philosophical aspects of such an analysis.
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The basic aim of this paper is to give a brief sketch of a formal theory of causal relations. More precisely, our aim is (a) to show how the language of the first-order predicate logic can be applied to an analysis of this kind and (b) to discuss some both technical and philosophical aspects of such an analysis.
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Nonprobability Sampling and Causal Analysis
Annual Review of Statistics and Its Application, 2019The long-standing approach of using probability samples in social science research has come under pressure through eroding survey response rates, advanced methodology, and easier access to large amounts of data. These factors, along with an increased awareness of the pitfalls of the nonequivalent comparison group design for the estimation of causal ...
Kohler, Ulrich +2 more
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Further analysis of spurious causality
Mathematics and Computers in Simulation, 2008zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Causal GraphSAGE: A robust graph method for classification based on causal sampling
Pattern Recognition, 2022Max A Little, Tao Zhang
exaly
CAUSAL AND SYNDROMATIC ANALYSIS
American journal of optometry and archives of American Academy of Optometry, 1953openaire +2 more sources