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CAEFFECT Procedure: Estimation by Regression Adjustment

Demonstrates the use of the CAEFFECT procedure for causal effect estimation by regression adjustment, using a pre-adjusted outcome model (GRADBOOST) to predict counterfactual outcomes.

Codes in same category

Model Evaluation with Binary Target

This documentation explains how to use the ASSESS procedure to evaluate the p...

EM Estimation with PROC MI for Data with Missing Values

This SAS script illustrates the use of the PROC MI procedure to calculate EM ...

Analysis of Mixture Distributions with PROC HPFMM on Galaxy Data

This script uses the HPFMM procedure to analyze the distribution of galaxy ve...

Example 8 for PROC GLMSELECT

Example of model selection with the GLMSELECT procedure, using LASSO and Grou...

Analysis of a Diallel Experiment with Multi-Member Random Effects

This SAS script implements a mixed linear model analysis on data from a diall...

Analysis of Variance (ANOVA) and Covariance (ANCOVA)

This SAS script performs several statistical analyses, mainly ANOVA and ANCOV...

Example of Confirmatory Factor Analysis with PROC CALIS

This script illustrates the use of the CALIS procedure to perform confirmator...

Example 5 for PROC CATMOD: Log-Linear Model

Analysis of squirrel monkeys' behavior using a log-linear model for an incomp...

Survival Analysis with Curves and Risk Tables

This script performs a survival analysis on SASHELP.BMT data, generates survi...

Comparison of Group Means

This SAS script compares group means using the TTEST procedure, utilizing int...

Non-parametric Analysis with PROC NPAR1WAY

This SAS script uses PROC NPAR1WAY to perform non-parametric analyses on an i...

Nonlinear Poisson Regression Random-Effects Model (MCMCEX8)

SAS Sample Library example (MCMCEX8) demonstrating fitting a nonlinear mixed-...

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