Propensity Score Matching with Time‐Dependent Covariates

DOI10.1111/J.1541-0420.2005.00356.XzbMath1079.62114OpenAlexW1963628844WikidataQ81145370 ScholiaQ81145370MaRDI QIDQ5717153

Bo Lu

Publication date: 12 January 2006

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.1541-0420.2005.00356.x

zbMATH Keywords

Cox proportional hazards modelobservational studysequential matchingsimultaneous matching

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Estimation in survival analysis and censored data (62N02)

Related Items (8)

rsmatch ⋮ Building Representative Matched Samples With Multi-Valued Treatments in Large Observational Studies ⋮ Stronger instruments via integer programming in an observational study of late preterm birth outcomes ⋮ Prognostic score matching methods for estimating the average effect of a non-reversible binary time-dependent treatment on the survival function ⋮ Isolation in the construction of natural experiments ⋮ Time-dependent prognostic score matching for recurrent event analysis to evaluate a treatment assigned during follow-up ⋮ Is Early Smoking a Causal Risk Factor for Later Cognitive Impairment? A 20-year Prospective Study with Time-varying Propensity Score Matching Based on Random Intercept and Slope ⋮ Estimating Mean Cost Using Auxiliary Covariates

Cites Work

• Unnamed Item
• Utilizing Propensity Scores to Estimate Causal Treatment Effects with Censored Time-Lagged Data
• The central role of the propensity score in observational studies for causal effects
• Model-Based Direct Adjustment
• Efficiency of Case-Control Studies with Multiple Controls Per Case: Continuous or Dichotomous Data
• Retrospective studies and failure time models
• Survival analyses in twin studies and matched pair experiments
• Balanced Risk Set Matching
• Matching With Doses in an Observational Study of a Media Campaign Against Drug Abuse
• Substantial Gains in Bias Reduction from Matching with a Variable Number of Controls
• Chi-Square Tests with One Degree of Freedom; Extensions of the Mantel- Haenszel Procedure

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