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Data analysts and researchers with some statistical training
Learn how to use the ODS Graphics facility and the new SG graphical procedures in SAS to
• Fit polynomial regression models using the GLMSELECT and REG procedures
• Select models based on several statistics and automatic model selection methods using PROC GLMSELECT
• Evaluate model fit and model assumptions using the GLMSELECT, REG, GLM, GENMOD, and UNIVARIATE procedures
• Fit Poisson and negative binomial models using the GENMOD procedure, and fit gamma regression models using the GLIMMIX procedure
• Perform analysis of variance using the GLM procedure
• Write LSMESTIMATE statements in PROC GLM
• Fit ANCOVA models using PROC GLM
• Fit models with random effects using the GLIMMIX procedure
• Create a variety of statistical graphs
Module 1: Regression
Module 2: Analysis of Variance
Module 3: Regression Using Indicator Variables and Analysis of Covariance
Module 4: Generalized Linear Models
Module 5: Linear Mixed Models
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