SAS Enterprise Guide: ANOVA, Regression, and Logistic Regression

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

Duration 3 Days
Certificate SAS Global
Language English

Fees 21600 + taxes


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Course Description

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

About Program

This course is designed for SAS Enterprise Guide users who want to perform statistical analyses. The course is written for SAS Enterprise Guide 7.1 along with SAS 9.4, but students with previous SAS Enterprise Guide versions will also get value from this course. An e-course is also available for SAS Enterprise Guide 5.1 and SAS Enterprise Guide 4.3.

Format of Training

All the benefits of the classroom without the travel:

Led by an expert instructor who can virtually look over your shoulder. Discuss, share, exchange ideas with students from different countries

Classroom training options include courses offered in our regional training centers or via our Live Web classroom.

Train when and where you want

  • Eliminate travel costs and time away
  • Enjoy award-winning e-Courses

SAS e-Learning courses do not include SAS software. You must have SAS software installed to complete the practice exercises.

Prerequisite

Before attending this course, you should

  • be familiar with both SAS Enterprise Guide and basic statistical concepts
  • 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 SAS Enterprise Guide 1: Querying and Reporting course.

This course addresses SAS Enterprise Guide, SAS/STAT, SAS Analytics Pro software.

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

Training Features

  • 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.

Course Curriculum

Prerequisite Basic Concepts

  • discussing descriptive statistics
  • discussing inferential statistics
  • listing steps for conducting a hypothesis test
  • discussing basics of using your SAS software

Getting Started in Enterprise Guide 7.1

  • introducing to the SAS Enterprise Guide 7.1 environment

Introduction to Statistics

  • discussing 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

Regression

  • using 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 Diagnostics

  • examining residuals
  • investigating influential observations and collinearity

Categorical Data Analysis

  • describing 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

Project

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

Certificate

FAQs

Each exam challenges candidates to apply specific knowledge they have acquired through SAS software training and/or job experience. Computer-based in format, SAS Global Certification exams comprise multiple-choice and/or short-answer questions, depending on the exam. Exams are generally scheduled through Pearson VUE but are also held at various locations around the world on a pre-scheduled basis. Candidates are allotted varying time limits to complete the exam, depending on which exam is taken. Specific exam content and passing criteria are located within each exam. To encourage your feedback, SAS Global Certification exams include a feature that allows candidates to comment on specific test questions. Your opinions are important to us and are a critical component in test development. Additionally, SAS Global Certification requires candidates to accept the terms of the SAS Institute Inc. Certification Program CandidatCancele Agreement before taking a certification exam.

Short-answer questions require you type your answer in a text box, rather than select your answer from four options. Typically, you will provide a numeric answer or a short section of SAS programming code. When entering code, case is ignored, and all variations of SAS syntax that correctly complete the program are accepted as correct.

Course Fees

Live Web

  

  

36000

+ Applicable Taxes
Enroll Now

e-learning

  

  

21600

+ Applicable Taxes
Enroll Now