Judea Pearl

University of California, Los Angeles (UCLA) - Computer Science Department

4732 Boelter Hall

Los Angeles, CA 90095

United States

http://www.cs.ucla.edu/~judea/

SCHOLARLY PAPERS

13

DOWNLOADS
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3,911

SSRN CITATIONS
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SSRN RANKINGS

Top 20,470

in Total Papers Citations

22

CROSSREF CITATIONS

28

Scholarly Papers (13)

1.

A Crash Course in Good and Bad Controls

Number of pages: 27 Posted: 29 Oct 2020 Last Revised: 24 Jul 2021
Carlos Cinelli, Andrew Forney and Judea Pearl
University of Washington - Department of Statistics, Loyola Marymount University and University of California, Los Angeles (UCLA) - Computer Science Department
Downloads 1,314 (19,457)
Citation 3

Abstract:

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Bad Control, Regression, Causal Inference, Omitted Variable Bias

2.

Regression and Causation: A Critical Examination of Six Econometrics Textbooks

Real-World Economics Review, Issue No. 65, 2-20, 2013
Number of pages: 25 Posted: 11 Oct 2013
Bryant Chen and Judea Pearl
University of California, Los Angeles (UCLA) and University of California, Los Angeles (UCLA) - Computer Science Department
Downloads 1,299 (19,708)
Citation 3

Abstract:

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3.

Missing Data as a Causal Inference Problem

Proceedings of the Neural Information Processing Systems Conference (NIPS), 2013, Forthcoming
Number of pages: 16 Posted: 26 Oct 2013
Karthika Mohan, Judea Pearl and Tian Jin
University of California, Los Angeles (UCLA), University of California, Los Angeles (UCLA) - Computer Science Department and Iowa State University
Downloads 277 (142,010)

Abstract:

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4.

The Mathematics of Causal Inference

Forthcoming, IMS 2013 Medallion Lecture VI, Proceedings of the Joint Statistical Meetings Conference, 2013.
Number of pages: 15 Posted: 26 Oct 2013
Judea Pearl
University of California, Los Angeles (UCLA) - Computer Science Department
Downloads 238 (164,547)
Citation 4

Abstract:

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Causal Inference, confounding, mediation, missing data, meta analysis

5.

Understanding Simpson's Paradox

Number of pages: 9 Posted: 26 Oct 2013
Judea Pearl
University of California, Los Angeles (UCLA) - Computer Science Department
Downloads 205 (189,393)
Citation 4

Abstract:

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6.

Eight Myths About Causality and Structural Models

In S.L. Morgan (Ed.), Handbook of Causal Analysis for Social Research, Chapter 15, 301-328, Springer 2013.
Number of pages: 40 Posted: 26 Oct 2013
Kenneth Bollen and Judea Pearl
University of North Carolina (UNC) at Chapel Hill and University of California, Los Angeles (UCLA) - Computer Science Department
Downloads 146 (253,722)

Abstract:

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7.

Detecting Latent Heterogeneity

Number of pages: 25 Posted: 26 Oct 2013 Last Revised: 27 Oct 2015
Judea Pearl
University of California, Los Angeles (UCLA) - Computer Science Department
Downloads 116 (301,797)

Abstract:

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8.

Interpretation and Identification of Causal Mediation

Psychological Methods, Forthcoming
Number of pages: 45 Posted: 25 Oct 2013
Judea Pearl
University of California, Los Angeles (UCLA) - Computer Science Department
Downloads 74 (400,879)
Citation 4

Abstract:

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9.

Recoverability and Testability of Missing Data: Introduction and Summary of Results

Number of pages: 23 Posted: 26 Oct 2013
Judea Pearl and Karthika Mohan
University of California, Los Angeles (UCLA) - Computer Science Department and University of California, Los Angeles (UCLA)
Downloads 69 (416,466)
Citation 3

Abstract:

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10.

Trygve Haavelmo and the Emergence of Causal Calculus

Number of pages: 21 Posted: 11 Oct 2013
Judea Pearl
University of California, Los Angeles (UCLA) - Computer Science Department
Downloads 58 (454,560)
Citation 4

Abstract:

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11.

Causal Transportability with Limited Experiments

In Proceedings of the 27th AAAI Conference on Artificial Intelligence, pp. 95-101, 2013.
Number of pages: 7 Posted: 26 Oct 2013
Elias Bareinboim and Judea Pearl
University of California, Los Angeles (UCLA) and University of California, Los Angeles (UCLA) - Computer Science Department
Downloads 53 (473,571)

Abstract:

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12.

Some Thoughts Concerning Transfer Learning, with Applications to Meta-Analysis and Data-Sharing Estimation

Number of pages: 16 Posted: 25 Oct 2013
Judea Pearl
University of California, Los Angeles (UCLA) - Computer Science Department
Downloads 43 (516,431)
Citation 5

Abstract:

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13.

Meta-Transportability of Causal Effects: A Formal Approach

In Proceedings of the 16th International Conference on Artificial Intelligence and Statistics (AISTATS), pp. 135-143, 2013.
Number of pages: 9 Posted: 26 Oct 2013
Elias Bareinboim and Judea Pearl
University of California, Los Angeles (UCLA) and University of California, Los Angeles (UCLA) - Computer Science Department
Downloads 19 (657,449)
Citation 1

Abstract:

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