Advanced Causal Inference Techniques

This cluster of papers focuses on methods for causal inference in observational studies, with an emphasis on reducing the effects of confounding. It covers topics such as propensity score methods, matching methods, regression discontinuity, mediation analysis, instrumental variables, bias correction, and confounding control.

Journals publishing in this area

1

Statistics in Medicine

ISSN 0277-67152,589 articles in this topic

305h-index

1.51Impact

14.8KArticles

669.2KCitations

2

Biometrics

ISSN 0006-341X1,095 articles in this topic

404h-index

1.15Impact

11.3KArticles

1.1MCitations

3

American Journal of Epidemiology

ISSN 0002-9262947 articles in this topic

415h-index

2.27Impact

23.3KArticles

1.4MCitations

4

Journal of the American Statistical Association

Journal of the American Statistical Association

ISSN 0162-1459907 articles in this topic

648h-index

1.61Impact

28KArticles

2.5MCitations

5

Journal of Clinical Epidemiology

ISSN 0895-4356522 articles in this topic

339h-index

3.39Impact

9.9KArticles

770.5KCitations

6

Biometrika

ISSN 0006-3444468 articles in this topic

361h-index

1.41Impact

13.4KArticles

893.4KCitations

7

International Journal of Epidemiology

ISSN 0300-5771449 articles in this topic

327h-index

3.85Impact

14.1KArticles

739.6KCitations

8

Journal of Econometrics

ISSN 0304-4076282 articles in this topic

329h-index

2.51Impact

6.4KArticles

679.8KCitations

9

Journal of the Royal Statistical Society Series B (Statistical Methodology)

ISSN 1369-7412232 articles in this topic

307h-index

1.61Impact

4.2KArticles

739.3KCitations

10

Annals of Statistics

The Annals of Statistics

ISSN 0090-5364168 articles in this topic

318h-index

2.58Impact

6.3KArticles

624.7KCitations