[图书][B] Causal inference: The mixtape

S Cunningham - 2021 - books.google.com
An accessible, contemporary introduction to the methods for determining cause and effect in
the Social Sciences “Causation versus correlation has been the basis of arguments …

The foundations of causal inference

J Pearl - Sociological Methodology, 2010 - Wiley Online Library
This paper reviews recent advances in the foundations of causal inference and introduces a
systematic methodology for defining, estimating, and testing causal claims in experimental …

[图书][B] Statistical models and causal inference: a dialogue with the social sciences

DA Freedman - 2010 - books.google.com
David A. Freedman presents here a definitive synthesis of his approach to causal inference
in the social sciences. He explores the foundations and limitations of statistical modeling …

[图书][B] Causal models in the social sciences

HM Blalock Jr - 2017 - books.google.com
Causal models are formal theories stating the relationships between precisely defined
variables, and have become an indispensable tool of the social scientist. This collection of …

[图书][B] Causation, evidence, and inference

J Reiss - 2015 - taylorfrancis.com
In this book, Reiss argues in favor of a tight fit between evidence, concept and purpose in
our causal investigations in the sciences. There is no doubt that the sciences employ a vast …

[图书][B] A first course in causal inference

P Ding - 2024 - books.google.com
The past decade has witnessed an explosion of interest in research and education in causal
inference, due to its wide applications in biomedical research, social sciences, artificial …

[图书][B] Handbook of causal analysis for social research

SL Morgan - 2013 - Springer
In spring of 2010, Howard Kaplan invited me to compile a volume on sociological
methodology for the Springer series, Handbooks of Sociology and Social Research. I …

[HTML][HTML] Recent developments in causal inference and machine learning

JE Brand, X Zhou, Y Xie - Annual Review of Sociology, 2023 - annualreviews.org
This article reviews recent advances in causal inference relevant to sociology. We focus on
a selective subset of contributions aligning with four broad topics: causal effect identification …

[引用][C] Causal inference for sociological data.

RA Berk - 1988 - psycnet.apa.org
Causal inference for sociological data. Causal inference for sociological data. Citation Berk,
RA (1988). Causal inference for sociological data. In NJ Smelser (Ed.), Handbook of sociology …

Eight myths about causality and structural equation models

KA Bollen, J Pearl - Handbook of causal analysis for social research, 2013 - Springer
Causality was at the center of the early history of structural equation models (SEMs) which
continue to serve as the most popular approach to causal analysis in the social sciences …