SAS Enterprise Guide: ANOVA, Regression, and Logistic Regression

Duration: 3.0 days
Course fee: $1,980
EPTO units: 3
CEUs: 1.8

This course is designed for SAS Enterprise Guide users who want to perform statistical analyses.

Learn how to

generate descriptive statistics and explore data with graphs
perform analysis of variance
perform linear regression and assess the assumptions
use diagnostic statistics to identify potential outliers in multiple regression
use chi-square statistics to detect associations among categorical variables
fit a multiple logistic regression model.

Who should attend

Statisticians and business analysts who want to use a point-and-click interface to SAS

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Prerequisites

Before attending this course, you should

have completed an undergraduate course in statistics covering p-values, hypothesis testing, analysis of variance, and regression.
be able to perform analyses and create data sets with SAS Enterprise Guide software. You can gain this experience by completing the Querying and Reporting Using SAS Enterprise Guide course.

Course Contents

Introduction to Statistics

examining data distributions
obtaining and interpreting sample statistics
constructing confidence intervals
performing simple tests of hypothesis

Analysis of Variance

performing one-way ANOVA
performing multiple comparisons
performing two-way ANOVA with and without interactions

Regression

producing scatter plots
producing correlations
fitting a simple linear regression model
understanding the concepts of multiple regression
building and interpreting models

Regression Diagnostics

examining residuals
investigating influence and collinearity

Categorical Data Analysis

describing categorical data
producing frequency tables
examining tests for general and linear association
understanding the concepts of logistic regression

Software

This course addresses SAS/STAT, SAS Enterprise Guide. This course also addresses Base SAS software and touches on SAS/GRAPH software. You benefit from this course even if SAS/GRAPH software is not installed at your location.

Course Materials

Students receive a hardcopy of the course notes and, in some courses, can choose to take home a copy of the course data.

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Course fee and EPTO units will differ for on-site training.

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