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Book Summary
About the Book: Introduction to Linear Regression Analysis, 6th Edition, An
Indian Adaptation
This Indian adaptation of the sixth edition of the book builds on the conceptual
strength and problem-solving approach of the original text to provide the
best-suited content for Indian students. In line with the ethos of the original
work, the text continues to provide a significant number of examples and
problems with the modification of the existing content. More than a third of
these examples and problems have been newly added or revised.
•Introduction
•Simple Linear Regression
•Multiple Linear Regression
•Model Adequacy Checking
•Transformations and Weighting to Correct Model Inadequacies
•Diagnostics for Leverage And Influence
•Polynomial Regression Models
•Indicator Variables
•Multicollinearity
•Variable Selection
About the Book: Introduction to Linear Regression Analysis, 6th Edition, An
Indian Adaptation
This Indian adaptation of the sixth edition of the book builds on the conceptual
strength and problem-solving approach of the original text to provide the
best-suited content for Indian students. In line with the ethos of the original
work, the text continues to provide a significant number of examples and
problems with the modification of the existing content. More than a third of
these examples and problems have been newly added or revised.
•Introduction
•Simple Linear Regression
•Multiple Linear Regression
•Model Adequacy Checking
•Transformations and Weighting to Correct Model Inadequacies
•Diagnostics for Leverage And Influence
•Polynomial Regression Models
•Indicator Variables
•Multicollinearity
•Variable Selection