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Tools for Assessing a Propensity Score Model in SAS/STAT

Michael Lamm discusses some important considerations to keep in mind when using propensity score matching to estimate a treatment effect from observational data, and highlights some tools that can help build and assess a propensity score model.

SAS/STAT 15.1 Highlights
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12:06
Tools for Assessing a Propensity Score Model in SAS/STAT
Tools for Assessing a Propensity Score Model in SAS/STAT
12:16
Introducing the LASSO and Elastic Net Selection Methods in the REGSELECT Procedure
Introducing the LASSO and Elastic Net Selection Methods in the REGSELECT Procedure
10:05
Building and Using DAGs for Causal Inference
Building and Using DAGs for Causal Inference
11:10
What’s New in SAS/STAT 15.1
What’s New in SAS/STAT 15.1
6:17
Scoring Predictive Models with SAS/STAT Software
Scoring Predictive Models with SAS/STAT Software
11:05
Introducing the BGLIMM Procedure for Bayesian Generalized Linear Mixed Models
Introducing the BGLIMM Procedure for Bayesian Generalized Linear Mixed Models
10:47
Performing Restricted Mean Survival Time Analysis Using SAS/STAT
Performing Restricted Mean Survival Time Analysis Using SAS/STAT
8:42
Performing Cause-Specific Analysis of Competing Risks Using the PHREG Procedure
Performing Cause-Specific Analysis of Competing Risks Using the PHREG Procedure
13:18
Hierarchical Nonlinear Mixed Models using PROC NLMIXED
Hierarchical Nonlinear Mixed Models using PROC NLMIXED
10:26
Introducing the CAUSALMED Procedure for Causal Mediation Analysis
Introducing the CAUSALMED Procedure for Causal Mediation Analysis
8:02
Three Things You Should Know about Quantile Regression
Three Things You Should Know about Quantile Regression
13:01
What’s New in SAS/STAT 14.2
What’s New in SAS/STAT 14.2
7:19
Nonparametric Regression Modeling with the ADAPTIVEREG Procedure
Nonparametric Regression Modeling with the ADAPTIVEREG Procedure
5:59
An Introduction to the HPSPLIT Procedure for Building Classification and Regression Trees
An Introduction to the HPSPLIT Procedure for Building Classification and Regression Trees
9:05
Selecting Effects for Generalized Linear Models with the HPGENSELECT Procedure
Selecting Effects for Generalized Linear Models with the HPGENSELECT Procedure

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