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IISER Pune
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Discontinued (June 2025) Regression Analysis 
offered by IISER Pune

  • Public/Government Institute
  • Estd. 2006

Discontinued (June 2025) Regression Analysis
 at 
IISER Pune 
Overview

Gain a comprehensive overview of the mathematics and logic principles and concepts

Mode of learning

Online

Schedule type

Self paced

Official Website

Go to Website External Link Icon

Credential

Certificate

Discontinued (June 2025) Regression Analysis
Table of content
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  • Overview
  • Course Details
  • Curriculum
  • Faculty
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Discontinued (June 2025) Regression Analysis
 at 
IISER Pune 
Course details

Skills you will learn
CRegressionStatisticsSoftware TestingForecasting
Who should do this course?
  • For B.Sc, M.Sc, B.Tech, M.Tech students
More about this course
  • Regression analysis is one of the most powerful methods in statistics for determining the relationships between variables and using these relationships to forecast future observations
  • The foundation of regression analysis is very helpful for any kind of modelling exercises. Regression models are used to predict and forecast future outcomes
  • Its popularity in finance is very high; it is also very popular in other disciplines like life and biological sciences, management, engineering, etc
  • In this online course, you will learn how to derive simple and multiple linear regression models, learn what assumptions underline the models, learn how to test whether your data satisfy those assumptions and what can be done when those assumptions are not met, and develop strategies for building best models
  • We will also learn how to create dummy variables and interpret their effects in multiple regression analysis; to build polynomial regression models and generalized linear models
Read more

Discontinued (June 2025) Regression Analysis
 at 
IISER Pune 
Curriculum

Simple Linear Regression (Part A, B, C)

Simple Linear Regression (Part D, E)

Multiple Linear Regression (Part A, B, C)

Multiple Linear Regression (Part D)

Selecting the best regression equation (Part A, B)

Selecting the best regression equation (Part C, D)

Multicollinearity (Part A, B, C)

Model Adequacy Checking (Part A, B, C)

Test for influential observations

Faculty Icon

Discontinued (June 2025) Regression Analysis
 at 
IISER Pune 
Faculty details

Soumen Maity

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Discontinued (June 2025) Regression Analysis
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IISER Pune 

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Anya Singh
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