Weight Trimming and Propensity Score Weighting

Citations

Cited by:

1. Szabolcs Szekér & Ágnes Vathy-Fogarassy, 2020. "Weighted nearest neighbours-based control group selection method for observational studies," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-20, July.
2. Glover, Steven & Jones, Sam, 2019. "Can commercial farming promote rural dynamism in sub-Saharan Africa? Evidence from Mozambique," World Development, Elsevier, vol. 114(C), pages 110-121.
3. Nazmul Islam & Natalie E. Sheils & Megan S. Jarvis & Kenneth Cohen, 2022. "Comparative effectiveness over time of the mRNA-1273 (Moderna) vaccine and the BNT162b2 (Pfizer-BioNTech) vaccine," Nature Communications, Nature, vol. 13(1), pages 1-7, December.
4. Wendy Chan, 2018. "Applications of Small Area Estimation to Generalization With Subclassification by Propensity Scores," Journal of Educational and Behavioral Statistics, , vol. 43(2), pages 182-224, April.
5. Bai, Yang & Wang, Ryan Yang & Jayakar, Krishna, 2022. "What $2.5 billion can buy: The effect of the Broadband Initiatives Program on farm productivity," Telecommunications Policy, Elsevier, vol. 46(7).
6. Bonnie E. Shook‐Sa & Michael G. Hudgens, 2022. "Power and sample size for observational studies of point exposure effects," Biometrics, The International Biometric Society, vol. 78(1), pages 388-398, March.
7. Lingxiao Wang & Barry I. Graubard & Hormuzd A. Katki & and Yan Li, 2020. "Improving external validity of epidemiologic cohort analyses: a kernel weighting approach," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(3), pages 1293-1311, June.
8. Luis Castro-Martín & María del Mar Rueda & Ramón Ferri-García & César Hernando-Tamayo, 2021. "On the Use of Gradient Boosting Methods to Improve the Estimation with Data Obtained with Self-Selection Procedures," Mathematics, MDPI, vol. 9(23), pages 1-23, November.
9. Jiangang Liao & Charles Rohde, 2022. "Variance reduction in the inverse probability weighted estimators for the average treatment effect using the propensity score," Biometrics, The International Biometric Society, vol. 78(2), pages 660-667, June.
10. Stritzel, Haley & Green, Michael & Crosnoe, Robert, 2022. "A cross-national comparison of the linkages between family structure histories and early adolescent substance use," Social Science & Medicine, Elsevier, vol. 315(C).
11. Xu Qin & Jonah Deutsch & Guanglei Hong, 2021. "Unpacking Complex Mediation Mechanisms And Their Heterogeneity Between Sites In A Job Corps Evaluation," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(1), pages 158-190, January.
12. Martin Cousineau & Vedat Verter & Susan A. Murphy & Joelle Pineau, 2022. "Estimating causal effects with optimization-based methods: A review and empirical comparison," Papers 2203.00097, arXiv.org.
13. Pablo Gonzalez Ginestet & Ales Kotalik & David M. Vock & Julian Wolfson & Erin E. Gabriel, 2021. "Stacked inverse probability of censoring weighted bagging: A case study in the InfCareHIV Register," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 70(1), pages 51-65, January.
14. Mingyang Shan & Douglas Faries & Andy Dang & Xiang Zhang & Zhanglin Cui & Kristin M. Sheffield, 2022. "A Simulation-Based Evaluation of Statistical Methods for Hybrid Real-World Control Arms in Clinical Trials," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 14(2), pages 259-284, July.
15. Tenglong Li & Jordan Lawson, 2021. "A generalized bootstrap procedure of the standard error and confidence interval estimation for inverse probability of treatment weighting," Papers 2109.00171, arXiv.org.
16. David Evans & Claire Mason & Haohui Chen & Andrew Reeson, 2023. "An algorithm for predicting job vacancies using online job postings in Australia," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-9, December.
17. Haviland, Amelia M. & Eisenberg, Matthew D. & Mehrotra, Ateev & Huckfeldt, Peter J. & Sood, Neeraj, 2016. "Do “Consumer-Directed” health plans bend the cost curve over time?," Journal of Health Economics, Elsevier, vol. 46(C), pages 33-51.
    • Amelia M. Haviland & Matthew D. Eisenberg & Ateev Mehrotra & Peter J. Huckfeldt & Neeraj Sood, 2015. "Do “Consumer-Directed” Health Plans Bend the Cost Curve Over Time?," NBER Working Papers 21031, National Bureau of Economic Research, Inc.
18. Luca Zanin & Rosalba Radice & Giampiero Marra, 2013. "Estimating the Effect of Perceived Risk of Crime on Social Trust in the Presence of Endogeneity Bias," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 114(2), pages 523-547, November.
19. Xinguang Fan & Maria Vignau Loria, 2020. "Intimate partner violence and contraceptive use in developing countries: How does the relationship depend on context?," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 42(10), pages 293-342.
20. Hwanhee Hong & Kara E. Rudolph & Elizabeth A. Stuart, 2017. "Bayesian Approach for Addressing Differential Covariate Measurement Error in Propensity Score Methods," Psychometrika, Springer;The Psychometric Society, vol. 82(4), pages 1078-1096, December.
21. Byeong Yeob Choi & Chen-Pin Wang & Joel Michalek & Jonathan Gelfond, 2019. "Power comparison for propensity score methods," Computational Statistics, Springer, vol. 34(2), pages 743-761, June.
22. Paul B. Ellickson & Wreetabrata Kar & James C. Reeder, 2023. "Estimating Marketing Component Effects: Double Machine Learning from Targeted Digital Promotions," Marketing Science, INFORMS, vol. 42(4), pages 704-728, July.
23. Kazuhiko Shinoda & Takahiro Hoshino, 2022. "Orthogonal Series Estimation for the Ratio of Conditional Expectation Functions," Papers 2212.13145, arXiv.org.
24. Byeong Yeob Choi, 2021. "Instrumental variable estimation of truncated local average treatment effects," PLOS ONE, Public Library of Science, vol. 16(4), pages 1-12, April.
25. Aloyce R. Kaliba & Anne G. Gongwe & Kizito Mazvimavi & Ashagre Yigletu, 2021. "Impact of Adopting Improved Seeds on Access to Broader Food Groups Among Small-Scale Sorghum Producers in Tanzania," SAGE Open, , vol. 11(1), pages 21582440209, January.
26. Steven Glover & Sam Jones, 2016. "Can commercial farming promote rural dynamism in sub-Saharan Africa?: Evidence from Mozambique," WIDER Working Paper Series wp-2016-120, World Institute for Development Economic Research (UNU-WIDER).
27. Emmanuel Nshakira-Rukundo & Essa Chanie Mussa & Nathan Nshakira & Nicolas Gerber & Joachim von Braun, 2021. "Impact of community-based health insurance on utilisation of preventive health services in rural Uganda: a propensity score matching approach," International Journal of Health Economics and Management, Springer, vol. 21(2), pages 203-227, June.
28. Andréa F. Silva & Inês Dourado & Iracema Lua & Gabriela S. Jesus & Nathalia S. Guimarães & Gabriel A. S. Morais & Rodrigo V. R. Anderle & Julia M. Pescarini & Daiane B. Machado & Carlos A. S. T. Santo, 2024. "Income determines the impact of cash transfers on HIV/AIDS: cohort study of 22.7 million Brazilians," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
29. Shuo Sun & Erica E. M. Moodie & Johanna G. Nešlehová, 2021. "Causal inference for quantile treatment effects," Environmetrics, John Wiley & Sons, Ltd., vol. 32(4), June.
30. Stanley C Wei & Lauren Messina & Julia Hood & Alison Hughes & Thomas Jaenicke & Kendra Johnson & Leandro Mena & Susan Scheer & Chi-Chi Udeagu & Amy Wohl & McKaylee Robertson & Joseph Prejean & Mi Chen, 2019. "Methods to include persons living with HIV not receiving HIV care in the Medical Monitoring Project," PLOS ONE, Public Library of Science, vol. 14(8), pages 1-19, August.
31. Cousineau, Martin & Verter, Vedat & Murphy, Susan A. & Pineau, Joelle, 2023. "Estimating causal effects with optimization-based methods: A review and empirical comparison," European Journal of Operational Research, Elsevier, vol. 304(2), pages 367-380.