Overview
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Enhance your programming skillset by learning how to apply your understanding of R— the language of big data—in the SAS environment at an advanced level.
Syllabus
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Introduction
- Welcome
- Linear regression with PROC REG
- Scoring new data sets
- Demo: Multiple linear regression
- Demo: Polynomial regression
- ANOVA and ANCOVA with the general linear model procedure
- Estimating linear combinations with the general linear model procedure
- Demo: Two-way ANOVA
- Demo: ANCOVA
- Affect selection with the GLMSELECT procedure
- Additional benefits of the GLMSELECT procedure
- Demo: Stepwise selection with PROC GLMSELECT
- Demo: Polynomial regression with the GLMSELECT procedure
- Logistic regression with the LOGISTIC procedure
- Counting concordant, discordant, and tied pairs in the logistic procedure
- Demo: Logistic regression
- Other generalized linear models with the GENMOD procedure
- Demo: GENMOD procedure
- Mixed models and the MIXED procedure
- Demo: Two-way mixed model
- Other procedures
