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The Mathematics of Causal Relations

Judea Pearl

in Causality and Psychopathology: Finding the Determinants of Disorders and their Cures

Published in print:
2011
Published Online:
November 2020
ISBN:
9780199754649
eISBN:
9780197565650
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199754649.003.0007
Subject:
Clinical Medicine and Allied Health, Psychiatry

Almost two decades have passed since Paul Holland published his highly cited review paper on the Neyman-Rubin approach to causal inference (Holland, 1986). ... More


Integrating Causal Analysis into Psychopathology Research

Patrick E. Shrout

in Title Pages

Published in print:
2011
Published Online:
November 2020
ISBN:
9780199754649
eISBN:
9780197565650
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199754649.003.0005
Subject:
Clinical Medicine and Allied Health, Psychiatry

Both in psychopathology research and in clinical practice, causal thinking is natural and productive. In the past decades, important progress has been made ... More


Causal Thinking in Developmental Disorders

E. Jane Costello and Adrian Angold

in Causality and Psychopathology: Finding the Determinants of Disorders and their Cures

Published in print:
2011
Published Online:
November 2020
ISBN:
9780199754649
eISBN:
9780197565650
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199754649.003.0017
Subject:
Clinical Medicine and Allied Health, Psychiatry

In this chapter we (1) lay out a definition of development as it relates to psychopathology; (2) make the case that nearly all psychiatric disorders are ... More


What Would Have Been Is Not What Would Be: Counterfactuals of the Past and Potential Outcomes of the Future

Sharon Schwartz and Nicolle M. Gatto

in Causality and Psychopathology: Finding the Determinants of Disorders and their Cures

Published in print:
2011
Published Online:
November 2020
ISBN:
9780199754649
eISBN:
9780197565650
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780199754649.003.0006
Subject:
Clinical Medicine and Allied Health, Psychiatry

Epidemiology is often described as the basic science of public health. A mainstay of epidemiologic research is to uncover the causes of disease that can ... More


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