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SAS(R) Enterprise Guide(R): ANOVA, Regression, and Logistic Regression

EDU Trainings s.r.o.

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This course is designed for SAS Enterprise Guide users who want to perform statistical analyses. The course is written for SAS Enterprise Guide 8 along with SAS 9.4, but students with previous SAS Enterprise Guide versions will also get value from this course.

Obsah kurzu

Course Overview and Data SetupIntroducing the course.Setting up the course data.Getting Started in SAS Enterprise Guide 8Introducing the SAS Enterprise Guide 8 environment.Introduction to StatisticsDiscussing fundamental statistical concepts.Examining distributions.Describing categorical data.Constructing confidence intervals.Performing simple tests of hypothesis.Analysis of Variance (ANOVA)Performing one-way ANOVA.Performing multiple comparisons.Performing two-way ANOVA with and without interactions.RegressionUsing exploratory data analysis.Producing correlations.Fitting a simple linear regression model.Understanding the concepts of multiple regression.Building and interpreting models.Describing all regression techniques.Exploring stepwise selection techniques.Regression DiagnosticsExamining residuals.Investigating influential observations and collinearity.Categorical Data AnalysisDescribing categorical data.Examining tests for general and linear association.Understanding the concepts of logistic regression and multiple logistic regression.Performing backward elimination with logistic regression.ResourcesExploring additional resources.

Cieľová skupina

Statisticians and business analysts who want to use a point-and-click interface to SAS
Certifikát Na dotaz.
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