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

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...

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By Request
$2,700 USD
Course Code EGBS83
Available Formats Classroom

Overview

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.

Skills Gained

  • 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 Can Benefit

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

Prerequisites

  • 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.

Course Details

Course Overview and Data Setup

  • Introducing the course.
  • Setting up the course data.

Getting Started in SAS Enterprise Guide 8

  • Introducing the SAS Enterprise Guide 8 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.
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Schedule

Upcoming Course Dates

There are currently no scheduled dates for this course. If you are interested in this course, contact us with the form below.

Contact Information
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FAQ

Does the course schedule include a Lunchbreak?

Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.

What languages are used to deliver training?

Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.

What does GTR stand for?

GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.

Does Ascendient Learning deliver group training?

Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.

What does vendor-authorized training mean?

As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.

Is the training too basic, or will you go deep into technology?

It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.

How up-to-date are your courses and support materials?

We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.

Are your instructors seasoned trainers who have deep knowledge of the training topic?

Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.

Do you provide hands-on training and exercises in an actual lab environment?

Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.

Will you customize the training for our company’s specific needs and goals?

We will work with you to identify training needs and areas of growth.  We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.

How do I get started with certification?

Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact info@ascendientlearning.com.

Will I get access to content after I complete a course?

You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.

How do I request a W9 for Ascendient Learning?

View our filing status and how to request a W9.

Reviews

Good training materials and lecture. And hands on lab and the instructor guiding was good.

ExitCertified gave me some good trainings and I got to learn through doing labs.

the course is good, covers many aspects, wish the lab is a little bit more in depth

Topics, material and specially instructor (Graham Godfrey) was beyond my expectations.

Exit certified was great as it is very in depth and hands on learning which made it very easy to learn this type of work.