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Regression for Predictive Analytics
30 Hours
Online Instructor-led Training
USD 2800
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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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