Propensity Score Methods in Health Technology Assessment: Principles, Extended Applications, and Recent Advances
Published 2019 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Propensity Score Methods in Health Technology Assessment: Principles, Extended Applications, and Recent Advances
Authors
Keywords
-
Journal
Frontiers in Pharmacology
Volume 10, Issue -, Pages -
Publisher
Frontiers Media SA
Online
2019-09-18
DOI
10.3389/fphar.2019.00973
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Relative Performance of Propensity Score Matching Strategies for Subgroup Analyses
- (2018) Shirley V Wang et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- Real-World Evidence: What It Is and What It Can Tell Us According to the International Society for Pharmacoepidemiology (ISPE) Comparative Effectiveness Research (CER) Special Interest Group (SIG)
- (2018) Hongbo Yuan et al. CLINICAL PHARMACOLOGY & THERAPEUTICS
- Addressing unmeasured confounding in comparative observational research
- (2018) Xiang Zhang et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- Propensity Score Methods for Bias Reduction in Observational Studies of Treatment Effect
- (2018) Sindhu R. Johnson et al. RHEUMATIC DISEASE CLINICS OF NORTH AMERICA
- Assessing covariate balance when using the generalized propensity score with quantitative or continuous exposures
- (2018) Peter C Austin STATISTICAL METHODS IN MEDICAL RESEARCH
- Quasi-experimental study designs series—paper 4: uses and value
- (2017) Till Bärnighausen et al. JOURNAL OF CLINICAL EPIDEMIOLOGY
- Balancing Covariates via Propensity Score Weighting
- (2017) Fan Li et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Abstract
- (2017) PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- A review of the performance of different methods for propensity score matched subgroup analyses and a summary of their application in peer-reviewed research studies
- (2017) Shirley V. Wang et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- Propensity score analysis with partially observed covariates: How should multiple imputation be used?
- (2017) Clémence Leyrat et al. STATISTICAL METHODS IN MEDICAL RESEARCH
- What Is Real-World Data? A Review of Definitions Based on Literature and Stakeholder Interviews
- (2017) Amr Makady et al. VALUE IN HEALTH
- Best (but oft-forgotten) practices: propensity score methods in clinical nutrition research
- (2016) M Sanni Ali et al. AMERICAN JOURNAL OF CLINICAL NUTRITION
- Causality and causal inference in epidemiology: the need for a pluralistic approach
- (2016) Jan P Vandenbroucke et al. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY
- Methods to control for unmeasured confounding in pharmacoepidemiology: an overview
- (2016) Md. Jamal Uddin et al. International Journal of Clinical Pharmacy
- Reporting of covariate selection and balance assessment in propensity score analysis is suboptimal: a systematic review
- (2015) M. Sanni Ali et al. JOURNAL OF CLINICAL EPIDEMIOLOGY
- Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies
- (2015) Peter C. Austin et al. STATISTICS IN MEDICINE
- Propensity score balance measures in pharmacoepidemiology: a simulation study
- (2014) M. Sanni Ali et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- Selecting an Appropriate Caliper Can Be Essential for Achieving Good Balance With Propensity Score Matching
- (2013) Mark Lunt AMERICAN JOURNAL OF EPIDEMIOLOGY
- Time-dependent propensity score and collider-stratification bias: an example of beta2-agonist use and the risk of coronary heart disease
- (2013) M. Sanni Ali et al. EUROPEAN JOURNAL OF EPIDEMIOLOGY
- Using balance statistics to determine the optimal number of controls in matching studies
- (2013) Ariel Linden et al. JOURNAL OF EVALUATION IN CLINICAL PRACTICE
- Covariate balancing propensity score
- (2013) Kosuke Imai et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- Propensity score weighting with multilevel data
- (2013) Fan Li et al. STATISTICS IN MEDICINE
- On the joint use of propensity and prognostic scores in estimation of the average treatment effect on the treated: a simulation study
- (2013) Finbarr P. Leacy et al. STATISTICS IN MEDICINE
- Missing Data and Multiple Imputation
- (2013) Peter Cummings JAMA Pediatrics
- Increasing scientific standards, independence and transparency in post-authorisation studies: the role of the European Network of Centres for Pharmacoepidemiology and Pharmacovigilance
- (2012) Kevin V Blake et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- Myers et al. Respond to "Understanding Bias Amplification"
- (2011) J. A. Myers et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- Covariate Selection in High-Dimensional Propensity Score Analyses of Treatment Effects in Small Samples
- (2011) Jeremy A. Rassen et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- 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
- Assessing the Comparative Effectiveness of Newly Marketed Medications: Methodological Challenges and Implications for Drug Development
- (2011) S Schneeweiss et al. CLINICAL PHARMACOLOGY & THERAPEUTICS
- An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies
- (2011) Peter C. Austin MULTIVARIATE BEHAVIORAL RESEARCH
- Bridging the efficacy–effectiveness gap: a regulator's perspective on addressing variability of drug response
- (2011) Hans-Georg Eichler et al. NATURE REVIEWS DRUG DISCOVERY
- Applying propensity scores estimated in a full cohort to adjust for confounding in subgroup analyses
- (2011) Jeremy A. Rassen et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- Measuring balance and model selection in propensity score methods
- (2011) Svetlana V. Belitser et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- 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
- The specification of the propensity score in multilevel observational studies
- (2010) Bruno Arpino et al. COMPUTATIONAL STATISTICS & DATA ANALYSIS
- 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
- Time-modified Confounding
- (2009) R. W. Platt et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- Different Methods of Balancing Covariates Leading to Different Effect Estimates in the Presence of Effect Modification
- (2009) M. Lunt et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- 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
- Comparison of several imputation methods for missing baseline data in propensity scores analysis of binary outcome
- (2009) Brenda J. Crowe et al. PHARMACEUTICAL STATISTICS
- Improving propensity score weighting using machine learning
- (2009) Brian K. Lee et al. STATISTICS IN MEDICINE
- Propensity score estimation with missing values using a multiple imputation missingness pattern (MIMP) approach
- (2009) Yongming Qu 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
- Constructing Inverse Probability Weights for Marginal Structural Models
- (2008) S. R. Cole et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- The prognostic analogue of the propensity score
- (2008) B. B. Hansen BIOMETRIKA
- The performance of different propensity-score methods for estimating relative risks
- (2008) Peter C. Austin JOURNAL OF CLINICAL EPIDEMIOLOGY
- Evaluating uses of data mining techniques in propensity score estimation: a simulation study
- (2008) Soko Setoguchi et al. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY
- Developing practical recommendations for the use of propensity scores: Discussion of ‘A critical appraisal of propensity score matching in the medical literature between 1996 and 2003’ by Peter Austin,Statistics in Medicine
- (2008) Elizabeth A. Stuart STATISTICS IN MEDICINE
- A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003
- (2007) Peter C. Austin STATISTICS IN MEDICINE
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now