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Regression for Predictive Analytics

30 Hours
Online Instructor-led Training
USD 2800
Regression for Predictive Analytics course and certification
318 Learners

About this Course
Regression analysis is a statistical tool used to explore and model the relationship among variables. This course provides an overview of regression analysis techniques and their application in SAS/STAT Software.
After this course, attendees will be able to develop, apply, interpret and validate predictive linear and logistic regression models.
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Target Audience

This course is designed for statisticians, analysts and health practitioners as an introduction into the application of regression analysis techniques using the SAS System.
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Regression for Predictive Analytics

Course Details & Curriculum

R1 lntroduction

  • What is Regression Analysis
  • Types of Regression Analysis

R2 Exploratory Data Analysis

  • Introduction
  • Describing Data
  • Normality
  • Correlation Analysis
  • Chi Square Tests

R3 Linear Regression

  • Introduction to Multiple Regression
  • Model Building
  • Goodness of Fit
  • Verification of Assumptions
  • Interpretation

R4 Logistic Regression

  • Introduction to Logistic Regression
  • Model Building
  • Goodness of Fit
  • Verification of Assumptions
  • Interpretation
  • Predicting Outcomes

R5 Using Enterprise Guide (Reference)

  • Introduction to Enterprise Guide
  • Introduction to the Environment
  • Generalised Regression Task
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