How to perform prespecified subgroup analyses when using propensity score methods in the case of imbalanced subgroups

Comparing g-computation, propensity score-based weighting, and targeted maximum likelihood estimation for analyzing externally controlled trials with both measured and unmeasured confounders: a simulation study

(2023) Jinma Ren et al.   BMC Medical Research Methodology

Propensity score matching after multiple imputation when a confounder has missing data

(2023) Corentin Ségalas et al.   STATISTICS IN MEDICINE

The impact of moderator by confounder interactions in the assessment of treatment effect modification: a simulation study

(2022) Antonia Mary Marsden et al.   BMC Medical Research Methodology

Model misspecification and bias for inverse probability weighting estimators of average causal effects

(2022) Ingeborg Waernbaum et al.   BIOMETRICAL JOURNAL

An overview of propensity score matching methods for clustered data

(2022) Benjamin Langworthy et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Propensity score weighting for causal subgroup analysis

(2021) Siyun Yang et al.   STATISTICS IN MEDICINE

How to Apply Multiple Imputation in Propensity Score Matching with Partially Observed Confounders: A Simulation Study and Practical Recommendations

(2021) Albee Ling et al.   Journal of Modern Applied Statistical Methods

Oversampling and replacement strategies in propensity score matching: a critical review focused on small sample size in clinical settings

(2021) Daniele Bottigliengo et al.   BMC Medical Research Methodology

Variance estimation when using propensity‐score matching with replacement with survival or time‐to‐event outcomes

(2020) Peter C. Austin et al.   STATISTICS IN MEDICINE

Comparison of propensity score methods for pre-specified subgroup analysis with survival data

(2020) Rima Izem et al.   Journal of Biopharmaceutical Statistics

Performance of propensity score matching to estimate causal effects in small samples

(2020) Anais Andrillon et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Using simulation studies to evaluate statistical methods

(2019) Tim P. Morris et al.   STATISTICS IN MEDICINE

Clinical outcomes and management of facial nerve in patients with parotid gland cancer and pretreatment facial weakness

(2019) Woori Park et al.   ORAL ONCOLOGY

Subgroup balancing propensity score

(2019) Jing Dong et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Use of Propensity Score Methodology in Contemporary High-Impact Surgical Literature

(2019) Elysia Grose et al.   JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS

Relative Performance of Propensity Score Matching Strategies for Subgroup Analyses

(2018) Shirley V Wang et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

OUP accepted manuscript

(2018)   AMERICAN JOURNAL OF EPIDEMIOLOGY

The performance of different propensity score methods for estimating absolute effects of treatments on survival outcomes: A simulation study

(2016) Peter C Austin et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Propensity score matching and complex surveys

(2016) Peter C Austin et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Variance estimation when using inverse probability of treatment weighting (IPTW) with survival analysis

(2016) Peter C. Austin   STATISTICS IN MEDICINE

Estimating Subgroup Effects Using the Propensity Score Method

(2015) Hester V. Eeren et al.   MEDICAL CARE

Covariate balancing propensity score

(2013) Kosuke Imai et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Assessing the Impact of Propensity Score Estimation and Implementation on Covariate Balance and Confounding Control Within and Across Important Subgroups in Comparative Effectiveness Research

(2013) Cynthia J. Girman et al.   MEDICAL CARE

Metrics for covariate balance in cohort studies of causal effects

(2013) Jessica M. Franklin et al.   STATISTICS IN MEDICINE

Evaluating treatment effectiveness in patient subgroups: a comparison of propensity score methods with an automated matching approach

(2012) Rosalba Radice et al.  

Methods for Estimating Subgroup Effects in Cost-Effectiveness Analyses That Use Observational Data

(2012) Noemi Kreif et al.   MEDICAL DECISION MAKING

Applying propensity scores estimated in a full cohort to adjust for confounding in subgroup analyses

(2011) Jeremy A. Rassen et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Optimal caliper widths for propensity-score matching when estimating differences in means and differences in proportions in observational studies

(2010) Peter C. Austin   PHARMACEUTICAL STATISTICS

Statistical Power, the Belmont Report, and the Ethics of Clinical Trials

(2010) Sara H. Vollmer et al.   SCIENCE AND ENGINEERING ETHICS

Challenges in evaluating surgical innovation

(2009) Patrick L Ergina et al.   LANCET

Imputing missing covariate values for the Cox model

(2009) Ian R. White et al.   STATISTICS IN MEDICINE

Use of Stabilized Inverse Propensity Scores as Weights to Directly Estimate Relative Risk and Its Confidence Intervals

(2009) Stanley Xu et al.   VALUE IN HEALTH

Constructing Inverse Probability Weights for Marginal Structural Models

(2008) S. R. Cole et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

On the Failure of the Bootstrap for Matching Estimators

(2008)   ECONOMETRICA