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
Rank 23,767

SSRN RANKINGS

Top 23,767

in Total Papers Downloads

2,323

SSRN CITATIONS
Rank 22,402

SSRN RANKINGS

Top 22,402

in Total Papers Citations

15

CROSSREF CITATIONS

27

Scholarly Papers (13)

1.

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 1,203 (19,323)
Citation 3

Abstract:

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2.

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 247 (142,442)

Abstract:

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3.

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 228 (153,791)
Citation 2

Abstract:

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

4.

Understanding Simpson's Paradox

Number of pages: 9 Posted: 26 Oct 2013
Judea Pearl
University of California, Los Angeles (UCLA) - Computer Science Department
Downloads 128 (253,332)
Citation 4

Abstract:

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5.

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 110 (282,751)

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 102 (297,973)

Abstract:

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7.

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 69 (376,944)
Citation 3

Abstract:

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8.

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 61 (401,815)
Citation 3

Abstract:

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9.

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 54 (425,709)
Citation 4

Abstract:

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10.

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 45 (459,993)

Abstract:

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11.

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 37 (494,923)
Citation 3

Abstract:

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12.

A Crash Course in Good and Bad Controls

Number of pages: 10 Posted: 29 Oct 2020
Carlos Cinelli, Andrew Forney and Judea Pearl
University of California, Los Angeles (UCLA), Loyola Marymount University and University of California, Los Angeles (UCLA) - Computer Science Department
Downloads 23 (571,701)

Abstract:

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Bad Control, Regression, Causal Inference, Omitted Variable Bias

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 16 (617,870)
Citation 1

Abstract:

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