相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。MatchIt: Nonparametric Preprocessing for Parametric Causal Inference
Daniel E. Ho et al.
Journal of Statistical Software (2015)
Role of disease risk scores in comparative effectiveness research with emerging therapies
Robert J. Glynn et al.
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY (2012)
Model misspecification and robustness in causal inference: comparing matching with doubly robust estimation
Ingeborg Waernbaum
STATISTICS IN MEDICINE (2012)
Variance estimation for stratified propensity score estimators
E. J. Williamson et al.
STATISTICS IN MEDICINE (2012)
Performance of Disease Risk Scores, Propensity Scores, and Traditional Multivariable Outcome Regression in the Presence of Multiple Confounders
Patrick G. Arbogast et al.
AMERICAN JOURNAL OF EPIDEMIOLOGY (2011)
Effects of Adjusting for Instrumental Variables on Bias and Precision of Effect Estimates
Jessica A. Myers et al.
AMERICAN JOURNAL OF EPIDEMIOLOGY (2011)
Invited Commentary: Understanding Bias Amplification
Judea Pearl
AMERICAN JOURNAL OF EPIDEMIOLOGY (2011)
Confounder summary scores when comparing the effects of multiple drug exposures
Suzanne M. Cadarette et al.
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY (2010)
Matching Methods for Causal Inference: A Review and a Look Forward
Elizabeth A. Stuart
STATISTICAL SCIENCE (2010)
High-dimensional Propensity Score Adjustment in Studies of Treatment Effects Using Health Care Claims Data
Sebastian Schneeweiss et al.
EPIDEMIOLOGY (2009)
Use of disease risk scores in pharmacoepidemiologic studies
Patrick G. Arbogast et al.
STATISTICAL METHODS IN MEDICAL RESEARCH (2009)
Evaluating uses of data mining techniques in propensity score estimation: a simulation study
Soko Setoguchi et al.
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY (2008)
Demystifying double robustness: A comparison of alternative strategies for estimating a population mean from incomplete data
Joseph D. Y. Kang et al.
STATISTICAL SCIENCE (2007)
Risk of peptic ulcer hospitalizations in users of NSAIDs with gastroprotective cotherapy versus coxibs
Wayne A. Ray et al.
GASTROENTEROLOGY (2007)
Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference
Daniel E. Ho et al.
POLITICAL ANALYSIS (2007)
Marijuana use and depression among adults: testing for causal associations
Valerie S. Harder et al.
ADDICTION (2006)
Optimal full matching and related designs via network flows
Ben B. Hansen et al.
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2006)
Matching estimators of causal effects - Prospects and pitfalls in theory and practice
Stephen L. Morgan et al.
SOCIOLOGICAL METHODS & RESEARCH (2006)
Variable selection for propensity score models
M. Alan Brookhart et al.
AMERICAN JOURNAL OF EPIDEMIOLOGY (2006)
Maternal employment and child development: A fresh look using newer methods
JL Hill et al.
DEVELOPMENTAL PSYCHOLOGY (2005)
Analytic strategies to adjust confounding using exposure propensity scores and disease risk scores:: Nonsteroidal antiinflammatory drugs and short-term mortality in the elderly
T Stürmer et al.
AMERICAN JOURNAL OF EPIDEMIOLOGY (2005)
Risk of acute myocardial infarction and sudden cardiac death in patients treated with cyclo-oxygenase 2 selective and non-selective non-steroidal anti-inflammatory drugs: nested case-control study
DJ Graham et al.
LANCET (2005)
Cyclic antidepressants and the risk of sudden cardiac death
WA Ray et al.
CLINICAL PHARMACOLOGY & THERAPEUTICS (2004)
Evaluating preschool programs when length of exposure to the program varies: A nonparametric approach
JR Behrman et al.
REVIEW OF ECONOMICS AND STATISTICS (2004)
Nonparametric estimation of average treatment effects under exogeneity: A review
GW Imbens
REVIEW OF ECONOMICS AND STATISTICS (2004)
Oral erythromycin and the risk of sudden death from cardiac causes
WA Ray et al.
NEW ENGLAND JOURNAL OF MEDICINE (2004)
Causal inference with general treatment regimes: Generalizing the propensity score
K Imai et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2004)
Full matching in an observational study of coaching for the SAT
BB Hansen
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2004)
Principles for modeling propensity scores in medical research: a systematic literature review
S Weitzen et al.
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY (2004)
Stratification and weighting via the propensity score in estimation of causal treatment effects: a comparative study
JK Lunceford et al.
STATISTICS IN MEDICINE (2004)
The health impact of health care on families: a matched cohort study of hospice use by decedents and mortality outcomes in surviving, widowed spouses
NA Christakis et al.
SOCIAL SCIENCE & MEDICINE (2003)
Principal stratification approach to broken randomized experiments: A case study of School Choice vouchers in New York City
J Barnard et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2003)
COX-2 selective non-steroidal anti-inflammatory drugs and risk of serious coronary heart disease
WA Ray et al.
LANCET (2002)
Non-steroidal anti-inflamatory drugs and risk of serious coronary heart disease: an observational cohort study
WA Ray et al.
LANCET (2002)
Antipsychotics and the risk of sudden cardiac death
WA Ray et al.
ARCHIVES OF GENERAL PSYCHIATRY (2001)
分享论文
