Upload Records Snowball Search Search OpenAlex
About the database ScholarIQanswers from OpenAlex
Advanced Causal Inference Techniques
TopicLeading institutions, researchers & key papers
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.
176
Works
IDs:OpenAlex
How has Advanced Causal Inference Techniques's publication output changed over time?
ScholarIQpublication output · 1998–2021
Output grew0% over the shown period — from 1 works in 1998 to 1 in 2021.
1
2
1
1
2
1
1
2
1
1
1998200620072008200920122013201620182021
What are the most-cited papers on Advanced Causal Inference Techniques?
ScholarIQmost cited works
Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group
Ralph B. D’Agostino
S55189604. 19985,378 Citations
Introduction to the Analysis of Survival Data in the Presence of Competing Risks
Peter C. Austin, Douglas S. Lee, Jason P. Fine
Circulation. 20162,601 CitationsOPEN ACCESS
Variable Selection for Propensity Score Models
M. Alan Brookhart, Sebastian Schneeweiß, Kenneth J. Rothman, Robert J. Glynn, Jerry Avorn, Til Stürmer
American Journal of Epidemiology. 20062,345 CitationsOPEN ACCESS
Overadjustment Bias and Unnecessary Adjustment in Epidemiologic Studies
Enrique F. Schisterman, Stephen R. Cole, Robert W. Platt
Epidemiology. 20091,988 CitationsOPEN ACCESS
Reducing bias through directed acyclic graphs
Ian Shrier, Robert W. Platt
BMC Medical Research Methodology. 20081,417 CitationsOPEN ACCESS
Where is Advanced Causal Inference Techniques research published, and who funds it?
ScholarIQvenues & funding sources
TOP JOURNALS
TOP FUNDERS
National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
Funder breakdown is a member featureSign up free to unlock
How much of the research on Advanced Causal Inference Techniques is open access?
ScholarIQopen access share
60%OPEN ACCESS
Gold
13%
Green
27%
Hybrid
0%
Bronze
20%
Closed
40%
Related on ScholarIQ
A Proportional Hazards Model for the Subdistribution of a Competing Risk
Paper
Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group
Paper
Evaluating non-randomised intervention studies
Paper
Internal validation of predictive models
Paper
Introduction to the Analysis of Survival Data in the Presence of Competing Risks
Paper
Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers
Paper