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propensity score matching

44 papers and 1 presentation; 42 titles.

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Conference × Year × Title × Authors Extras Pages
PharmaSUG 2026 Construction and Evaluation of External Controls Using Propensity Score Methods Bala Niharika Pillalamarri,
Yayu Li,
Hongbing Jin		 source 14
PharmaSUG 2026 PSMATCH: Propensity Score Matching of Clinical Trial Data with External Control Arms Ginger Barlow source 8
PHUSE US 2026 The Curious Case of External Controlled Arms (ECAs): Practical Solutions for External and RWD Integration Manish Deole,
Preethi Samala		 source
presentation source		 6
PHUSE APAC 2026 Enhancing Interpretation of Propensity Score Matching through Advanced Data Visualization in Real-World Studies KiranKumar Vyas,
Umayal Annamalai		 source
presentation source		 7
PHUSE APAC 2026 Leveraging Real-World Evidence (RWE) in Clinical Trial Design: Statistical Challenges and Opportunities Muhammed Farzan K source
presentation source		 6
PHUSE EU 2025 Evaluating the Use of Real-World Data (RWD) as a Synthetic Control Group: A Statistical Approach Vasiliki Economou,
Dimitrios Kounelis		 source
poster source		 17
PharmaSUG 2024 Comparing SAS and R Approaches in Creating Multicell Dot Plots in Statistical Programming Yi Guo source 14
PharmaSUG 2024 Win a PS5! How to Run and Compare Propensity Score Matching Performance Across Multiple Algorithms in Five Minutes or Less Catherine Briggs,
Sherrine Eid,
Samiul Haque,
S. Robert Collins		 source 11
PHUSE US 2024 Comparing the Performance of Propensity Score Matching Algorithms from Multiple Programming Languages Catherine Briggs source
presentation source		 7
PHUSE EU 2023 A Beginner's Guide to Overcome the Attrition Bias in Clinical Research: The Method of Inverse Probability of Attrition Weighting (IPAW) Parichay Srivastava source
presentation source		 9
PHUSE EU 2020 How to Limit Bias in Observational Studies Analysis - Propensity Score Matching Versus Logistic Regression Roxane Debrus source
video
presentation source		 12
SESUG 2019 Introduction to Propensity Score Modeling and Treatment Effect Estimation Jason Brinkley source 13
SGF 2019 Applying Propensity Score Methods to Complex Survey Data Using PROC PSMATCH Patrick Karabon source 10
SGF 2019 Building a Propensity Score Model with SAS/STAT Software: Planning and Practice Michael Lamm,
Clay Thompson,
Yiu-Fai Yung		 source 24
SGF 2019 Matchy-Matchy: Role of Strategy, Case to Control Ratio, and Number of Variables in PROC PSMATCH [presentation] Brittany Hand source 17
SGF 2019 Real-World Evidence and Population Health Analytics: Intersection and Application David Olaleye source 16
PHUSE US 2019 A SAS Macro for Variable Ratio Treatment vs. Placebo in Propensity Score Matching Punjita Baranwal,
Prashant Kulkarni		 source
presentation source		 13
PHUSE EU 2018 Propensity Score Matching Stephanie Fechtner source
presentation source		 9
SGF 2018 !WRONG PAPER FIEL - WAITING for FIX! Nikki M. Carroll source 9
SGF 2018 A General SAS Macro to Implement Optimal N:1 Propensity Score Matching Within a Maximum Radius Kathy Hardis Fraeman source 7
SGF 2018 Application of Propensity Score Models in Observational Studies Nikki M. Carroll source 9
SESUG 2017 Discovering CMS Data for Healthcare Research Laxminarayana Ganapathi,
Matthew Urato,
Jean Hastie,
Merry G. Rabb		 source 9
SESUG 2017 Propensity Score Methods for Causal Inference with the PSMATCH Procedure Yang Yuan,
Yiu-Fai Yung,
Maura E. Stokes		 source 17
SESUG 2017 Using SAS to Employ Propensity Score Matching in an Institutional Research Office to Create Matched Groups for Outcomes Analyses Bobbie E. Frye,
James E. Bartlett		 source 19
WUSS 2017 Propensity Score Methods for Causal Inference with the PSMATCH Procedure Maura E. Stokes source 17
PharmaSUG 2017 Two Roads Diverged in a Narrow Dataset-When Coarsened Exact Matching is More Appropriate than Propensity Score Matching Aran Canes source 7
SGF 2017 A General SAS Macro to Implement Optimal N:1 Propensity Score Matching Within a Maximum Radius Kathy Hardis Fraeman source 13
SGF 2017 A Practical Guide to Getting Started with Propensity Scores Thomas Gant source 10
SGF 2017 Propensity Score Methods for Causal Inference with the PSMATCH Procedure Yang Yuan source 17
SESUG 2016 A General SAS Macro to Implement Optimal N:1 Propensity Score Matching Within a Maximum Radius Matching Within source 11
PharmaSUG 2016 Making Greedy into Optimal! A Poor Woman's Attempt to Get Optimal Propensity Score Matching from a Greedy Matching Algorithm Janet M. Grubber,
Carl Pieper,
Cathleen Colon-Emeric		 source 12
PharmaSUG 2016 What-s the Case? Applying Different Methods of Conducting Retrospective Case/Control Experiments in Pharmacy Analytics Aran Canes source 8
SGF 2016 Integrating SAS and R to Perform Optimal Propensity Score Matching Lucy D'Agostino McGowan,
Robert Greevy		 source 11
PharmaSUG 2015 A General SAS Macro to Implement Optimal N:1 Propensity Score Matching Within a Maximum Radius Kathy Hardis Fraeman source 12
SGF 2015 Reducing the Bias: Practical Application of Propensity Score Matching in Healthcare Program Evaluation Amber Schmitz,
Jessica Navratil-Strawn,
Stephen Hartley,
Ronald J. Ozminkowski		 source 7
MWSUG 2014 Reducing the Bias: Practical Application of Propensity Score Matching in Healthcare Program Evaluation Amber Schmitz,
Jessica Navratil-Strawn,
Stephen Hartley,
Ronald J. Ozminkowski		 7
PharmaSUG 2014 A SAS Macro to Evaluate Balance after Propensity Score Matching Erin Hulbert,
Lee Brekke		 source 12
WUSS 2013 Matching with Hash Objects Gregory Watson source 6
SGF 2013 A Case Application of Propensity Score Matching in MTM Outcomes Evaluation at Retail Pharmacy Michael Taitel,
Youbei Lou,
Zhongwen Huang		 source
pdf		 11
WUSS 2011 Causal Methods for Observational Data Amanda Stevenson source 8
NESUG 2010 An Introduction to Implementing Propensity Score Matching with SAS Kathy Hardis Fraeman 12
WUSS 2010 The Last Shall Be First: Matching Patients by Choosing the Least Popular First Stefanie Millar source 9
SESUG 2007 Application of an Exact Covariate Matching Macro in Outcome Analysis Guiping Yang source 19
PharmaSUG 2007 A Review of Propensity Score Application in Healthcare Outcome and Epidemiology Guiping Yang 24
NESUG 2006 Matching with Propensity Scores to Reduce Bias in Observational Studies Marcelo Coca-Perraillon,
Nan Liu		 10

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