2,817
Views
49
CrossRef citations to date
0
Altmetric
Theory and Methods

Robust Estimation of Inverse Probability Weights for Marginal Structural Models

Pages 1013-1023 | Received 01 May 2013, Published online: 07 Nov 2015

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (7)

Jianqing Fan, Kosuke Imai, Inbeom Lee, Han Liu, Yang Ning & Xiaolin Yang. (2023) Optimal Covariate Balancing Conditions in Propensity Score Estimation. Journal of Business & Economic Statistics 41:1, pages 97-110.
Read now
Audrey Meunier, Xavier Zanlonghi, Anne-Françoise Roux, Jean-François Fils, Laure Caspers, Isabelle Migeotte, Marc Abramowicz & Isabelle Meunier. (2022) Natural history of Usher type 2 with the c.2299delG mutation of USH2A in a large cohort. Ophthalmic Genetics 43:4, pages 470-475.
Read now
Sidonie de Wergifosse, Elisa Bevilacqua, Iris Mezela, Sarah El Haddad, Caroline Gounongbe, Jérôme de Marchin, Valeria Maggi, Stéphanie Conotte, Dominique A. Badr, Jean-François Fils, Meriem Guizani & Jacques C. Jani. (2021) Cell-free DNA analysis in maternal blood: comparing genome-wide versus targeted approach as a first-line screening test. The Journal of Maternal-Fetal & Neonatal Medicine 34:21, pages 3552-3561.
Read now
Federico Ricciardi, Alessandra Mattei & Fabrizia Mealli. (2020) Bayesian Inference for Sequential Treatments Under Latent Sequential Ignorability. Journal of the American Statistical Association 115:531, pages 1498-1517.
Read now
Yuping Hu, Liugen Xue & Sanying Feng. (2018) Empirical likelihood inference for partial functional linear model with missing responses. Communications in Statistics - Theory and Methods 47:19, pages 4673-4691.
Read now
Evgeniya Reshetnyak, Heining Cham & Jan N. Hughes. (2016) Using Marginal Structural Modeling for Grade Retention Effects. Multivariate Behavioral Research 51:6, pages 871-876.
Read now

Articles from other publishers (42)

ANGELA K. GORE, YUAN JI & SUSAN L. KULP. (2023) Do Governments Hide Resources from Unions? The Influence of Public Sector Unions on Reported Discretionary Fund Balance Ratios. Journal of Accounting Research 61:5, pages 1735-1770.
Crossref
Satoshi Usami. (2022) Within-Person Variability Score-Based Causal Inference: A Two-Step Estimation for Joint Effects of Time-Varying Treatments. Psychometrika 88:4, pages 1466-1494.
Crossref
Sung Eun Kim, Jong Hee Park, Inbok Rhee & Joonseok Yang. (2023) Target, Information, and Trade Preferences: Evidence from a Survey Experiment in East Asia. American Journal of Political Science 67:4, pages 898-914.
Crossref
Kosuke Imai, In Song Kim & Erik H. Wang. (2021) Matching Methods for Causal Inference with Time‐Series Cross‐Sectional Data. American Journal of Political Science 67:3, pages 587-605.
Crossref
Hao Tan, Joseph Nugent, Caleb Nerison, Edward Ward, Stephen Bowden & Ahmed M. Raslan. (2023) Survival, Functional, and Seizure Control Outcomes After Resection of Perirolandic World Health Organization Grade II and III Gliomas: A Single-Center Retrospective Review. World Neurosurgery 172, pages e165-e176.
Crossref
Brantly Callaway & Sonia Karami. (2023) Treatment effects in interactive fixed effects models with a small number of time periods. Journal of Econometrics 233:1, pages 184-208.
Crossref
Hugo Bodory, Martin Huber & Lukáš Lafférs. (2022) Evaluating (weighted) dynamic treatment effects by double machine learning. The Econometrics Journal 25:3, pages 628-648.
Crossref
Sean Yiu & Li Su. (2020) Joint calibrated estimation of inverse probability of treatment and censoring weights for marginal structural models. Biometrics 78:1, pages 115-127.
Crossref
Abeline Kapuczinski, Muhammad S. Soyfoo, Sandra De Breucker & Joëlle Margaux. (2021) Assessment of sarcopenia in patients with fibromyalgia. Rheumatology International 42:2, pages 279-284.
Crossref
Matthew Blackwell & Anton Strezhnev. (2022) Telescope Matching for Reducing Model Dependence in the Estimation of the Effects of Time-Varying Treatments: An Application to Negative Advertising. Journal of the Royal Statistical Society Series A: Statistics in Society 185:1, pages 377-399.
Crossref
Nathan Kallus & Michele Santacatterina. (2021) Optimal balancing of time-dependent confounders for marginal structural models. Journal of Causal Inference 9:1, pages 345-369.
Crossref
Xiaoke Zhang, Wu Xue & Qiyue Wang. (2021) Covariate balancing functional propensity score for functional treatments in cross-sectional observational studies. Computational Statistics & Data Analysis 163, pages 107303.
Crossref
Dominique A. Badr, Olivier Picone, Elisa Bevilacqua, Andrew Carlin, Federica Meli, Jeanne Sibiude, Jérémie Mattern, Jean-François Fils, Laurent Mandelbrot, Antonio Lanzone, Danièle De Luca, Jacques C. Jani & Alexandre J. Vivanti. (2021) Severe Acute Respiratory Syndrome Coronavirus 2 and Pregnancy Outcomes According to Gestational Age at Time of Infection. Emerging Infectious Diseases 27:10, pages 2535-2543.
Crossref
Vahe Avagyan & Stijn Vansteelandt. (2021) Stable inverse probability weighting estimation for longitudinal studies. Scandinavian Journal of Statistics 48:3, pages 1046-1067.
Crossref
Clémence Leyrat, James R Carpenter, Sébastien Bailly & Elizabeth J Williamson. (2021) Common Methods for Handling Missing Data in Marginal Structural Models: What Works and Why. American Journal of Epidemiology 190:4, pages 663-672.
Crossref
Tomas Kalincik, Ibrahima DioufSifat SharminCharles MalpasTim SpelmanDana HorakovaEva Kubala HavrdovaMaria TrojanoGuillermo IzquierdoAlessandra LugaresiAlexandre PratMarc GirardPierre DuquettePierre GrammondVilija JokubaitisAnneke van der WaltFrancois Grand'MaisonPatrizia SolaDiana FerraroVahid ShaygannejadRaed AlroughaniRaymond HuppertsMurat TerziCavit BozJeannette Lechner-ScottEugenio PucciVincent Van PeschFranco GranellaRoberto BergamaschiDaniele SpitaleriMark SleeSteve VucicRadek AmpapaPamela McCombeCristina Ramo-TelloJulie PrevostJavier OlascoagaEdgardo CristianoMichael BarnettMaria Laura SaladinoJose Luis Sanchez-MenoyoSuzanne HodgkinsonCsilla RozsaStella HughesFraser MooreCameron ShawErnest ButlerOlga SkibinaOrla GrayAllan KermodeTunde CsepanyBhim SinghalNeil ShueyImre PiroskaBruce TaylorMagdolna SimoCarmen-Adella SirbuAttila SasHelmut Butzkueven. (2021) Effect of Disease-Modifying Therapy on Disability in Relapsing-Remitting Multiple Sclerosis Over 15 Years. Neurology 96:5.
Crossref
Kerri N. Boutelle, D. Eastern Kang Sim, Kyung E. Rhee, Michael Manzano & David R. Strong. (2020) Family-based treatment program contributors to child weight loss. International Journal of Obesity 45:1, pages 77-83.
Crossref
Xiang Zhou & Geoffrey T. Wodtke. (2020) Residual Balancing: A Method of Constructing Weights for Marginal Structural Models. Political Analysis 28:4, pages 487-506.
Crossref
Thomas Kurer. (2020) The Declining Middle: Occupational Change, Social Status, and the Populist Right. Comparative Political Studies 53:10-11, pages 1798-1835.
Crossref
Yang Ning, Peng Sida & Kosuke Imai. (2020) Robust estimation of causal effects via a high-dimensional covariate balancing propensity score. Biometrika 107:3, pages 533-554.
Crossref
Michelle Torres. (2020) Estimating controlled direct effects through marginal structural models. Political Science Research and Methods 8:3, pages 391-408.
Crossref
Dong‐Jin E. Kang Sim, David R. Strong, Michael A. Manzano, Kyung E. Rhee & Kerri N. Boutelle. (2020) Evaluation of dyadic changes of parent‐child weight loss patterns during a family‐based behavioral treatment for obesity. Pediatric Obesity 15:6.
Crossref
Michael W. Robbins, Beth Ann Griffin, Regina A. Shih & Mary Ellen Slaughter. (2019) Robust estimation of the causal effect of time‐varying neighborhood factors on health outcomes. Statistics in Medicine 39:5, pages 544-561.
Crossref
Wen Wei Loh, Beatrijs Moerkerke, Tom Loeys & Stijn Vansteelandt. (2020) Heterogeneous indirect effects for multiple mediators using interventional effect models. Epidemiologic Methods 9:1.
Crossref
Anna-Simone J. Frank, David S. Matteson, Hiroko K. Solvang, Angela Lupattelli & Hedvig Nordeng. (2020) Extending balance assessment for the generalized propensity score under multiple imputation. Epidemiologic Methods 9:1.
Crossref
John W Jackson. (2019) Diagnosing Covariate Balance Across Levels of Right-Censoring Before and After Application of Inverse-Probability-of-Censoring Weights. American Journal of Epidemiology 188:12, pages 2213-2221.
Crossref
Ariane Willems, Françoise De Groote, Melanie Dumoulin, Jean-François Fils & Philippe Van der Linden. (2019) Aprotinin versus tranexamic acid in children undergoing cardiac surgery: an observational study. European Journal of Cardio-Thoracic Surgery 56:4, pages 688-695.
Crossref
Ryan P Kyle, Erica E M Moodie, Marina B Klein & Michał Abrahamowicz. (2019) Evaluating Flexible Modeling of Continuous Covariates in Inverse-Weighted Estimators. American Journal of Epidemiology 188:6, pages 1181-1191.
Crossref
Nicolas Poinot, Jean-Francois Fils, Hélène Demanet, Hugues Dessy, Dominique Biarent & Pierre Wauthy. (2018) Pulmonary valve replacement after right ventricular outflow tract reconstruction with homograft vs Contegra®: a case control comparison of mortality and morbidity. Journal of Cardiothoracic Surgery 13:1.
Crossref
MATTHEW BLACKWELL & ADAM N. GLYNN. (2018) How to Make Causal Inferences with Time-Series Cross-Sectional Data under Selection on Observables. American Political Science Review 112:4, pages 1067-1082.
Crossref
Curtis Huffman & Edwin van Gameren. (2018) Covariate Balancing Inverse Probability Weights for Time-Varying Continuous Interventions. Journal of Causal Inference 6:2.
Crossref
Sean Yiu & Li Su. (2018) Covariate association eliminating weights: a unified weighting framework for causal effect estimation. Biometrika 105:3, pages 709-722.
Crossref
Jacob M. Montgomery & Santiago Olivella. (2018) Tree‐Based Models for Political Science Data. American Journal of Political Science 62:3, pages 729-744.
Crossref
Phu-Quoc Lê, Alina Ferster, Laurence Dedeken, Christiane Vermylen, Anna Vanderfaeillie, Laurence Rozen, Catherine Heijmans, Sophie Huybrechts, Christine Devalck, Frédéric Cotton, Olivier Ketelslegers, Marie-Françoise Dresse, Jean-François Fils & Béatrice Gulbis. (2017) Neonatal screening improves sickle cell disease clinical outcome in Belgium. Journal of Medical Screening 25:2, pages 57-63.
Crossref
Soojin Park, Peter M. Steiner & David Kaplan. (2018) Identification and Sensitivity Analysis for Average Causal Mediation Effects with Time-Varying Treatments and Mediators: Investigating the Underlying Mechanisms of Kindergarten Retention Policy. Psychometrika 83:2, pages 298-320.
Crossref
Christian Fong, Chad Hazlett & Kosuke Imai. (2018) Covariate balancing propensity score for a continuous treatment: Application to the efficacy of political advertisements. The Annals of Applied Statistics 12:1.
Crossref
Donglin Guo, Liugen Xue & Yuqin Hu. (2017) Covariate-balancing-propensity-score-based inference for linear models with missing responses. Statistics & Probability Letters 123, pages 139-145.
Crossref
Ole Klungsøyr & Mats Fredriksen. (2017) Pharmacological Treatment of Adult Attention-Deficit/Hyperactivity Disorder (ADHD) in a Longitudinal Observational Study: Estimated Treatment Effect Strengthened by Improved Covariate Balance. Open Journal of Statistics 07:06, pages 988-1012.
Crossref
Cinar Kilcioglu & José R. Zubizarreta. (2016) Maximizing the information content of a balanced matched sample in a study of the economic performance of green buildings. The Annals of Applied Statistics 10:4.
Crossref
Donglin Guo, Liugen Xue & Haiqing Chen. (2016) CBPS-Based Inference in Nonlinear Regression Models with Missing Data. Open Journal of Statistics 06:04, pages 675-684.
Crossref
Matthew Blackwell & Adam Glynn. (2018) How to Make Causal Inferences with Time-Series Cross-Sectional Data Under Selection on Observables. SSRN Electronic Journal.
Crossref
Ahmed Arif. (2017) Securitisation, Covered Bonds and Credit Risk Taking Behaviour of Banks. SSRN Electronic Journal.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.