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 9,687

SSRN RANKINGS

Top 9,687

in Total Papers Downloads

7,359

SSRN CITATIONS
Rank 20,241

SSRN RANKINGS

Top 20,241

in Total Papers Citations

22

CROSSREF CITATIONS

28

Scholarly Papers (13)

1.

A Crash Course in Good and Bad Controls

Number of pages: 30 Posted: 29 Oct 2020 Last Revised: 21 Mar 2022
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 4,207 (3,546)
Citation 3

Abstract:

Loading...

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 1,413 (20,393)
Citation 3

Abstract:

Loading...

3.

Understanding Simpson's Paradox

Number of pages: 9 Posted: 26 Oct 2013
Judea Pearl
University of California, Los Angeles (UCLA) - Computer Science Department
Downloads 352 (126,500)
Citation 4

Abstract:

Loading...

4.

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 334 (133,117)

Abstract:

Loading...

5.

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 287 (156,424)

Abstract:

Loading...

6.

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 261 (171,752)
Citation 4

Abstract:

Loading...

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

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 122 (330,473)

Abstract:

Loading...

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 89 (407,748)
Citation 4

Abstract:

Loading...

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 77 (444,025)
Citation 3

Abstract:

Loading...

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 65 (486,019)
Citation 4

Abstract:

Loading...

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 64 (489,949)

Abstract:

Loading...

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 56 (522,362)
Citation 5

Abstract:

Loading...

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 32 (646,722)
Citation 1

Abstract:

Loading...