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

A matching method for improving covariate balance in cost-effectiveness analyses

(2011) Jasjeet Singh Sekhon et al.   HEALTH ECONOMICS

Marginal Models for Censored Longitudinal Cost Data: Appropriate Working Variance Matrices in Inverse-Probability-Weighted GEEs Can Improve Precision

(2011) Eleanor M Pullenayegum et al.  

Economics of individualization in comparative effectiveness research and a basis for a patient-centered health care

(2011) Anirban Basu   JOURNAL OF HEALTH ECONOMICS

Review of statistical methods for analysing healthcare resources and costs

(2010) Borislava Mihaylova et al.   HEALTH ECONOMICS

Collaborative Double Robust Targeted Maximum Likelihood Estimation

(2010) Mark J. van der Laan et al.  

Bias-Corrected Matching Estimators for Average Treatment Effects

(2010) Alberto Abadie et al.   JOURNAL OF BUSINESS & ECONOMIC STATISTICS

Uncertainty and Patient Heterogeneity in Medical Decision Models

(2010) Bas Groot Koerkamp et al.   MEDICAL DECISION MAKING

PROWESS-SHOCK TRIAL

(2010) Eliézer Silva et al.   SHOCK

Matching Methods for Causal Inference: A Review and a Look Forward

(2010) Elizabeth A. Stuart   STATISTICAL SCIENCE

On the limitations of comparative effectiveness research

(2010) Donald B. Rubin   STATISTICS IN MEDICINE

Type I Error Rates, Coverage of Confidence Intervals, and Variance Estimation in Propensity-Score Matched Analyses

(2009) Peter C Austin  

The Relative Ability of Different Propensity Score Methods to Balance Measured Covariates Between Treated and Untreated Subjects in Observational Studies

(2009) Peter C. Austin   MEDICAL DECISION MAKING

Individualization at the Heart of Comparative Effectiveness Research: The Time for i-CER Has Come

(2009) Anirban Basu   MEDICAL DECISION MAKING

Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples

(2009) Peter C. Austin   STATISTICS IN MEDICINE

Constructing Inverse Probability Weights for Marginal Structural Models

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

Evaluating Health Care Programs by Combining Cost with Quality of Life Measures: A Case Study Comparing Capitation and Fee for Service

(2008) Richard Grieve et al.   HEALTH SERVICES RESEARCH

Subgroups and Heterogeneity in Cost-Effectiveness Analysis

(2008) Mark Sculpher   PHARMACOECONOMICS

Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling

(2007) Joseph V. Terza et al.   JOURNAL OF HEALTH ECONOMICS

A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003

(2007) Peter C. Austin   STATISTICS IN MEDICINE