Handling missing data in propensity score estimation in comparative effectiveness evaluations: a systematic review

A systematic review of propensity score methods in the acute care surgery literature: avoiding the pitfalls and proposing a set of reporting guidelines

(2017) T. L. Zakrison et al.   European Journal of Trauma and Emergency Surgery

Reporting and Guidelines in Propensity Score Analysis: A Systematic Review of Cancer and Cancer Surgical Studies

(2017) Xiaoxin I. Yao et al.   JNCI-Journal of the National Cancer Institute

Reporting and Guidelines in Propensity Score Analysis: A Systematic Review of Cancer and Cancer Surgical Studies

(2017) Xiaoxin I. Yao et al.   JNCI-Journal of the National Cancer Institute

Handling missing data in RCTs; a review of the top medical journals

(2014) Melanie L Bell et al.   BMC Medical Research Methodology

Estimating treatment effects in randomised controlled trials with non-compliance: a simulation study

(2014) C. Ye et al.   BMJ Open

Introduction to multiple imputation for dealing with missing data

(2013) Katherine J. Lee et al.   RESPIROLOGY

A review of the reporting and handling of missing data in cohort studies with repeated assessment of exposure measures

(2012) Amalia Karahalios et al.   BMC Medical Research Methodology

Missing Data

(2012) Iris Eekhout et al.   EPIDEMIOLOGY

Analyzing partially missing confounder information in comparative effectiveness and safety research of therapeutics

(2012) Sengwee Toh et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

A comparison of two methods of estimating propensity scores after multiple imputation

(2012) Robin Mitra et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Partial sick leave associated with disability pension: propensity score approach in a register-based cohort study

(2012) Johanna Kausto et al.   BMJ Open

A Systematic Review of Propensity Score Methods in the Social Sciences

(2011) Felix J. Thoemmes et al.   MULTIVARIATE BEHAVIORAL RESEARCH

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

(2010) Elizabeth A. Stuart   STATISTICAL SCIENCE

Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement

(2009) David Moher et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Good Research Practices for Comparative Effectiveness Research: Defining, Reporting and Interpreting Nonrandomized Studies of Treatment Effects Using Secondary Data Sources: The ISPOR Good Research Practices for Retrospective Database Analysis Task Force Report—Part I

(2009) Marc L. Berger et al.   VALUE IN HEALTH

Alternatives to the Randomized Controlled Trial

(2008) Stephen G. West et al.   AMERICAN JOURNAL OF PUBLIC HEALTH

Every missingness not at random model has a missingness at random counterpart with equal fit

(2008) Geert Molenberghs et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

A review of RCTs in four medical journals to assess the use of imputation to overcome missing data in quality of life outcomes

(2008) Shona Fielding et al.   Trials