INTRODUCTION TO STATISTICAL LEARNING
INTRODUCTION TO STATISTICAL LEARNING
21st Edition
ISBN: 9781071614174
Author: James
Publisher: SPRINGER
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Chapter 4, Problem 1E

Explanation of Solution

Logistic function

  • The logistic function representation and logit representation for the logistic regression model are equivalent.
  • Here the equation is p(X)=eβ01X1+eβ01Xeβ01X(1-p(X)) = p(X),
  • It is equivalent to  p(X)/1-p(X)=eβ0+ β1X

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