Using propensity scores to estimate effects of treatment initiation decisions: State of the science
出版年份 2020 全文链接
标题
Using propensity scores to estimate effects of treatment initiation decisions: State of the science
作者
关键词
-
出版物
STATISTICS IN MEDICINE
Volume -, Issue -, Pages -
出版商
Wiley
发表日期
2020-12-30
DOI
10.1002/sim.8866
参考文献
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- 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
- Keeping the Demons At Bay When Handling Time Varying Exposures: Beyond Avoiding Immortal Person Time
- (2019) Jessie K Edwards et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- Bounding bias due to selection
- (2019) Louisa H. Smith et al. EPIDEMIOLOGY
- A tool for empirical equipoise assessment in multigroup comparative effectiveness research
- (2019) Kazuki Yoshida et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- Comparison of alternative approaches to trim subjects in the tails of the propensity score distribution
- (2019) Robert J. Glynn et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- How to obtain valid tests and confidence intervals after propensity score variable selection?
- (2019) Oliver Dukes et al. STATISTICAL METHODS IN MEDICAL RESEARCH
- Implications of the Propensity Score Matching Paradox in Pharmacoepidemiology
- (2018) John E Ripollone et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- Covariate balancing propensity score for a continuous treatment: Application to the efficacy of political advertisements
- (2018) Christian Fong et al. Annals of Applied Statistics
- Assessing the performance of the generalized propensity score for estimating the effect of quantitative or continuous exposures on binary outcomes
- (2018) Peter C. Austin STATISTICS IN MEDICINE
- Data rich, information poor; can we use electronic health records to create a learning healthcare system for pharmaceuticals?
- (2018) Hans-Georg Eichler et al. CLINICAL PHARMACOLOGY & THERAPEUTICS
- The reporting of studies conducted using observational routinely collected health data statement for pharmacoepidemiology (RECORD-PE)
- (2018) Sinéad M Langan et al. BMJ-British Medical Journal
- A Propensity-score-based Fine Stratification Approach for Confounding Adjustment When Exposure Is Infrequent
- (2017) Rishi J. Desai et al. EPIDEMIOLOGY
- Matching Weights to Simultaneously Compare Three Treatment Groups
- (2017) Kazuki Yoshida et al. EPIDEMIOLOGY
- Editorial: Use of Propensity Scores To Design Observational Comparative Effectiveness Studies
- (2017) Robert J. Glynn 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
- Per-Protocol Analyses of Pragmatic Trials
- (2017) Miguel A. Hernán et al. NEW ENGLAND JOURNAL OF MEDICINE
- Marginal structural models to estimate the effects of time-varying treatments on clustered outcomes in the presence of interference
- (2017) Jiwei He et al. STATISTICAL METHODS IN MEDICAL RESEARCH
- Estimation of Causal Effects with Multiple Treatments: A Review and New Ideas
- (2017) Michael J. Lopez et al. STATISTICAL SCIENCE
- Editorial: Use of Propensity Scores To Design Observational Comparative Effectiveness Studies
- (2017) Robert J. Glynn 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
- Using Big Data to Emulate a Target Trial When a Randomized Trial Is Not Available: Table 1.
- (2016) Miguel A. Hernán et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- Propensity score matching and subclassification in observational studies with multi-level treatments
- (2016) Shu Yang et al. BIOMETRICS
- Propensity score model overfitting led to inflated variance of estimated odds ratios
- (2016) Tibor Schuster et al. JOURNAL OF CLINICAL EPIDEMIOLOGY
- Prevalent new-user cohort designs for comparative drug effect studies by time-conditional propensity scores
- (2016) Samy Suissa et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- Variance estimation when using inverse probability of treatment weighting (IPTW) with survival analysis
- (2016) Peter C. Austin STATISTICS IN MEDICINE
- Comparing high-dimensional confounder control methods for rapid cohort studies from electronic health records
- (2016) Yen Sia Low et al. Journal of Comparative Effectiveness Research
- Optimizing matching and analysis combinations for estimating causal effects
- (2016) K. Ellicott Colson et al. Scientific Reports
- Bigger Data, Bigger Problems
- (2015) Gerard P. Slobogean et al. JOURNAL OF ORTHOPAEDIC TRAUMA
- Randomization Does Not Help Much, Comparability Does
- (2015) Uwe Saint-Mont PLoS One
- Selecting an Appropriate Caliper Can Be Essential for Achieving Good Balance With Propensity Score Matching
- (2013) Mark Lunt AMERICAN JOURNAL OF EPIDEMIOLOGY
- Propensity Score Methods for Confounding Control in Nonexperimental Research
- (2013) M. Alan Brookhart et al.
- A Weighting Analogue to Pair Matching in Propensity Score Analysis
- (2013) Liang Li et al.
- Prognostic score–based balance measures can be a useful diagnostic for propensity score methods in comparative effectiveness research
- (2013) Elizabeth A. Stuart et al. JOURNAL OF CLINICAL EPIDEMIOLOGY
- A tutorial on propensity score estimation for multiple treatments using generalized boosted models
- (2013) Daniel F. McCaffrey et al. STATISTICS IN MEDICINE
- A comparison of 12 algorithms for matching on the propensity score
- (2013) Peter C. Austin STATISTICS IN MEDICINE
- Bias associated with using the estimated propensity score as a regression covariate
- (2013) Erinn M. Hade et al. STATISTICS IN MEDICINE
- Implications of M Bias in Epidemiologic Studies: A Simulation Study
- (2012) W. Liu et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- A Martingale Representation for Matching Estimators
- (2012) Alberto Abadie et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Dynamic marginal structural modeling to evaluate the comparative effectiveness of more or less aggressive treatment intensification strategies in adults with type 2 diabetes
- (2012) Romain Neugebauer et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- One-to-many propensity score matching in cohort studies
- (2012) Jeremy A. Rassen et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- Role of disease risk scores in comparative effectiveness research with emerging therapies
- (2012) Robert J. Glynn et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- Causal inference with a quantitative exposure
- (2012) Zhiwei Zhang et al. STATISTICAL METHODS IN MEDICAL RESEARCH
- Variance estimation for stratified propensity score estimators
- (2012) E. J. Williamson et al. STATISTICS IN MEDICINE
- Doubly Robust Estimation of Causal Effects
- (2011) Michele Jonsson Funk et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- Effects of Adjusting for Instrumental Variables on Bias and Precision of Effect Estimates
- (2011) Jessica A. Myers et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- Invited Commentary: Understanding Bias Amplification
- (2011) J. Pearl AMERICAN JOURNAL OF EPIDEMIOLOGY
- A New Criterion for Confounder Selection
- (2011) Tyler J. VanderWeele et al. BIOMETRICS
- Beyond the intention-to-treat in comparative effectiveness research
- (2011) Miguel A Hernán et al. Clinical Trials
- An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies
- (2011) Peter C. Austin MULTIVARIATE BEHAVIORAL RESEARCH
- The implications of propensity score variable selection strategies in pharmacoepidemiology: an empirical illustration
- (2011) Amanda R. Patrick et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- Weight Trimming and Propensity Score Weighting
- (2011) Brian K. Lee et al. PLoS One
- Comparing paired vs non-paired statistical methods of analyses when making inferences about absolute risk reductions in propensity-score matched samples
- (2011) Peter C. Austin STATISTICS IN MEDICINE
- Invited Commentary: Positivity in Practice
- (2010) D. Westreich et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- Treatment Effects in the Presence of Unmeasured Confounding: Dealing With Observations in the Tails of the Propensity Score Distribution--A Simulation Study
- (2010) T. Sturmer et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- Propensity score estimation: neural networks, support vector machines, decision trees (CART), and meta-classifiers as alternatives to logistic regression
- (2010) Daniel Westreich et al. JOURNAL OF CLINICAL EPIDEMIOLOGY
- The role of the c-statistic in variable selection for propensity score models
- (2010) Daniel Westreich et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- Matching Methods for Causal Inference: A Review and a Look Forward
- (2010) Elizabeth A. Stuart STATISTICAL SCIENCE
- Dealing with limited overlap in estimation of average treatment effects
- (2009) R. K. Crump et al. BIOMETRIKA
- High-dimensional Propensity Score Adjustment in Studies of Treatment Effects Using Health Care Claims Data
- (2009) Sebastian Schneeweiss et al. EPIDEMIOLOGY
- Illustrating bias due to conditioning on a collider
- (2009) Stephen R Cole et al. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY
- 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
- Improving propensity score weighting using machine learning
- (2009) Brian K. Lee et al. STATISTICS IN MEDICINE
- Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples
- (2009) Peter C. Austin 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
- Mortality Reduction with Influenza Vaccine in Patients with Pneumonia Outside “Flu” Season
- (2008) Dean T. Eurich et al. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE
- The prognostic analogue of the propensity score
- (2008) B. B. Hansen BIOMETRIKA
- On the Failure of the Bootstrap for Matching Estimators
- (2008) ECONOMETRICA
- Observational Studies Analyzed Like Randomized Experiments
- (2008) Miguel A. Hernán et al. EPIDEMIOLOGY
- The Consistency Statement in Causal Inference
- (2008) Stephen R. Cole et al. EPIDEMIOLOGY
- Misunderstandings between experimentalists and observationalists about causal inference
- (2008) Kosuke Imai et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY
- Evaluating uses of data mining techniques in propensity score estimation: a simulation study
- (2008) Soko Setoguchi et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
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