Skip to content

Home Search Authors Pakistan News Saved

SciRah

SciRah does not host or store research papers. Results come live from free, official scholarly APIs, and every paper links back to its original source.

Data sources

OpenAlex
Semantic Scholar
Crossref
CORE
arXiv
PubMed

Privacy policy Terms of service

J. Sekhon · SciRah

Researcher profile · Semantic Scholar

J. Sekhon

Share profile

J. Sekhon — researcher profile on SciRah

h-index: 42
Works: 136
Citations: 11K

Most-cited papers

Metalearners for estimating heterogeneous treatment effects using machine learning
S. Künzel, J. Sekhon, P. Bickel, Bin Yu
2017Proceedings of the National Academy of Sciences of the United States of America1,426 citations Open access
Semantic Scholar
Referral to an extracorporeal membrane oxygenation center and mortality among patients with severe 2009 influenza A(H1N1).
Moronke A. Noah, G. Peek, S. Finney, M. Griffiths +18 more
2011Journal of the American Medical Association (JAMA)816 citations
Semantic Scholar
Genetic Optimization Using Derivatives
W. Mebane, J. Sekhon
2011Political Analysis648 citations Open access
Semantic Scholar
Time-uniform, nonparametric, nonasymptotic confidence sequences
Steven R. Howard, Aaditya Ramdas, Jon D. McAuliffe, J. Sekhon
2018Annals of Statistics483 citations Open access
Semantic Scholar
Elections and the Regression Discontinuity Design: Lessons from Close U.S. House Races, 1942–2008
Devin Caughey, J. Sekhon
2011Political Analysis391 citations Open access
Semantic Scholar
Opiates for the Matches: Matching Methods for Causal Inference
J. Sekhon
2009336 citations
Semantic Scholar
Overlap in observational studies with high-dimensional covariates
A. D'Amour, Peng Ding, A. Feller, Li-Hua Lei +1 more
2017Journal of Econometrics248 citations Open access
Semantic Scholar
Time-uniform Chernoff bounds via nonnegative supermartingales
Steven R. Howard, Aaditya Ramdas, Jon D. McAuliffe, J. Sekhon
2018Probability Surveys246 citations Open access
Semantic Scholar
Estimating causal effects: considering three alternatives to difference-in-differences estimation
S. O'Neill, N. Kreif, R. Grieve, M. Sutton +1 more
2016Health Services & Outcomes Research Methodology218 citations Open access
Semantic Scholar
Lasso adjustments of treatment effect estimates in randomized experiments
Adam E. Bloniarz, Han-Zhong Liu, Cun-Hui Zhang, J. Sekhon +1 more
2015Proceedings of the National Academy of Sciences of the United States of America200 citations Open access
Semantic Scholar
Adjusting treatment effect estimates by post‐stratification in randomized experiments
L. Miratrix, J. Sekhon, Bin Yu
2013196 citations Open access
Semantic Scholar
Redistricting and the Personal Vote: When Natural Experiments are Neither Natural nor Experiments
J. Sekhon, R. Titiunik
2009196 citations Open access
Semantic Scholar
Worth Weighting? How to Think About and Use Weights in Survey Experiments
L. Miratrix, J. Sekhon, Alexander G. Theodoridis, Luis F. Campos
2017Political Analysis176 citations Open access
Semantic Scholar
Statistical Models and Causal Inference: Endogeneity in Probit Response Models
J. Sekhon
2009175 citations
Semantic Scholar
From sample average treatment effect to population average treatment effect on the treated: combining experimental with observational studies to estimate population treatment effects
E. Hartman, R. Grieve, Roland R. Ramsahai, J. Sekhon
2015173 citations Open access
Semantic Scholar
Statistical Models and Causal Inference: Randomization Does Not Justify Logistic Regression
D. Freedman, David Collier, J. Sekhon, Philip B. Stark
2009172 citations Open access
Semantic Scholar
Challenges, solutions and future directions in the evaluation of service innovations in health care and public health
R. Raine, Ray Fitzpatrick, H. Barratt, Gywn Bevan +32 more
2016170 citations Open access
Semantic Scholar
Cemented, cementless, and hybrid prostheses for total hip replacement: cost effectiveness analysis
M. Pennington, R. Grieve, J. Sekhon, P. Gregg +2 more
2013British medical journal127 citations Open access
Semantic Scholar
A matching method for improving covariate balance in cost-effectiveness analyses.
J. Sekhon, R. Grieve
2012Health Economics114 citations
Semantic Scholar
The International Journal of Biostatistics The Relative Performance of Targeted Maximum Likelihood Estimators
Susan Gruber, J. Sekhon
201188 citations
Semantic Scholar
ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast
Chenyu You, Wei-Cheng Dai, Yi-Fei Min, L. Staib +2 more
2023International Conference on Medical Image Computing and Computer-Assisted Intervention76 citations Open access
Semantic Scholar
The Design of Field Experiments With Survey Outcomes: A Framework for Selecting More Efficient, Robust, and Ethical Designs
David E. Broockman, Joshua L. Kalla, J. Sekhon
2017Political Analysis74 citations Open access
Semantic Scholar
Regression-adjusted matching and double-robust methods for estimating average treatment effects in health economic evaluation
N. Kreif, R. Grieve, Rosalba Radice, J. Sekhon
2013Health Services & Outcomes Research Methodology58 citations
Semantic Scholar
Cause or Effect? Turnout in Hispanic Majority-Minority Districts
John A. Henderson, J. Sekhon, R. Titiunik
2016Political Analysis56 citations Open access
Semantic Scholar
Uniform, nonparametric, non-asymptotic confidence sequences
Steven R. Howard, Aaditya Ramdas, Jon D. McAuliffe, J. Sekhon
201853 citations
Semantic Scholar
Improving massive experiments with threshold blocking
Michael J. Higgins, F. Sävje, J. Sekhon
2016Proceedings of the National Academy of Sciences of the United States of America53 citations Open access
Semantic Scholar
Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotations
Chenyu You, Yi-Fei Min, Wei-Chen Dai, J. Sekhon +2 more
2024Computer Vision and Pattern Recognition50 citations Open access
Semantic Scholar
Randomization Inference in the Regression Discontinuity Design: An Application to Party Advantages in the U.S. Senate ∗
Brigham R. Frandsen, R. Titiunik, P. Aronow, Jake Bowers +6 more
201350 citations
Semantic Scholar
From SATE to PATT : Combining Experimental with Observational Studies to Estimate Population Treatment Effects ∗
E. Hartman, R. Grieve, Roland R. Ramsahai, J. Sekhon
201349 citations
Semantic Scholar
On Interpreting the Regression Discontinuity Design as a Local Experiment
J. Sekhon, R. Titiunik
201742 citations
Semantic Scholar
Evaluating treatment effectiveness under model misspecification: A comparison of targeted maximum likelihood estimation with bias-corrected matching
N. Kreif, Susan Gruber, Rosalba Radice, R. Grieve +1 more
2014Statistical Methods in Medical Research42 citations Open access
Semantic Scholar
Evaluating treatment effectiveness in patient subgroups: a comparison of propensity score methods with an automated matching approach
Rosalba Radice, Roland R. Ramsahai, R. Grieve, N. Kreif +2 more
2012The International Journal of Biostatistics42 citations Open access
Semantic Scholar
Statistical Models and Causal Inference: A Dialogue with the Social Sciences
D. Freedman, David Collier, J. Sekhon, Philip B. Stark
200941 citations
Semantic Scholar
Generalized Full Matching
F. Sävje, Michael J. Higgins, J. Sekhon
2017Political Analysis40 citations
Semantic Scholar
Transfer Learning for Estimating Causal Effects using Neural Networks
S. Künzel, Bradly C. Stadie, N. Vemuri, V. Ramakrishnan +2 more
2018arXiv.org38 citations
Semantic Scholar
Cancer Drugs Fund requires further reform
R. Grieve, K. Abrams, K. Claxton, B. Goldacre +8 more
2016British medical journal38 citations Open access
Semantic Scholar
Statistical Models and Causal Inference: On Types of Scientific Inquiry: The Role of Qualitative Reasoning
D. Freedman, David Collier, J. Sekhon, Philip B. Stark
200936 citations Open access
Semantic Scholar
Shrinkage Estimators in Online Experiments
Drew Dimmery, E. Bakshy, J. Sekhon
2019Knowledge Discovery and Data Mining33 citations Open access
Semantic Scholar
Target Estimation and Adjustment Weighting for Survey Nonresponse and Sampling Bias
Devin Caughey, Adam J. Berinsky, Sara Chatfield, E. Hartman +2 more
202030 citations
Semantic Scholar
Methods for Estimating Subgroup Effects in Cost-Effectiveness Analyses That Use Observational Data
N. Kreif, R. Grieve, Rosalba Radice, Z. Sadique +2 more
2012Medical decision making28 citations
Semantic Scholar
Uncovering memorization effect in the presence of spurious correlations
Chenyu You, Haocheng Dai, Yi-Fei Min, J. Sekhon +2 more
2025Nature Communications27 citations Open access
Semantic Scholar
A comparison of alternative strategies for choosing control populations in observational studies
A. Steventon, R. Grieve, J. Sekhon
2015Health Services & Outcomes Research Methodology24 citations Open access
Semantic Scholar
Nonparametric identification is not enough, but randomized controlled trials are
P. Aronow, J. Robins, Theo Saarinen, F. Sävje +1 more
2021Observational Studies21 citations Open access
Semantic Scholar
Exponential line-crossing inequalities
Steven R. Howard, Aaditya Ramdas, Jon D. McAuliffe, J. Sekhon
201821 citations
Semantic Scholar
Randomization Inference in the Regression Discontinuity Design: An Application to the Study of Party Advantages in the U.S. Senate ∗
Brigham R. Frandsen, R. Titiunik, P. Aronow, Devin Caughey +5 more
201321 citations
Semantic Scholar
Statistical Models and Causal Inference: Diagnostics Cannot Have Much Power Against General Alternatives
D. Freedman, David Collier, J. Sekhon, Philip B. Stark
200921 citations Open access
Semantic Scholar
Understanding Regression Discontinuity Designs As Observational Studies
J. Sekhon, R. Titiunik
202120 citations Open access
Semantic Scholar
Broad cross-national public support for accelerated COVID-19 vaccine trial designs
David E. Broockman, Joshua L. Kalla, Alexander Guerrero, M. Budolfson +4 more
2020Vaccine19 citations Open access
Semantic Scholar
Extending iterative matching methods: an approach to improving covariate balance that allows prioritisation
Roland R. Ramsahai, R. Grieve, J. Sekhon
2011Health Services & Outcomes Research Methodology19 citations
Semantic Scholar
A Nonparametric Matching Method for Covariate Adjustment with Application to Economic Evaluation
J. Sekhon, R. Grieve
200919 citations
Semantic Scholar

Frequent co-authors

Invite them to SciRah by sharing their profile.

R. Grieve×13
Invite
R. Grieve — researcher profile on SciRah
R. Titiunik×6
Invite
R. Titiunik — researcher profile on SciRah
N. Kreif×5
Invite
N. Kreif — researcher profile on SciRah
Roland R. Ramsahai×5
Invite
Roland R. Ramsahai — researcher profile on SciRah

Steven R. Howard

×4

Invite

Steven R. Howard — researcher profile on SciRah

Aaditya Ramdas×4

Invite

Aaditya Ramdas — researcher profile on SciRah

Jon D. McAuliffe×4

Invite

Jon D. McAuliffe — researcher profile on SciRah

Devin Caughey×4

Invite

Devin Caughey — researcher profile on SciRah

Invite

D. Freedman — researcher profile on SciRah

David Collier×4

Invite

David Collier — researcher profile on SciRah

Rosalba Radice×4

Invite

Rosalba Radice — researcher profile on SciRah

Invite

E. Hartman — researcher profile on SciRah