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Regression (ISYE 6414) - Module 3 Exam 2025 Questions and Answers
Regression (ISYE 6414) - Module 3 Exam 2025 Questions and Answers
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ISYE 6414
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ISYE 6414
Regression (ISYE 6414) - Module 3 Exam 2025 Questions and Answers
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| Uploaded on: | September 14, 2025 |
| Last updated: | September 15, 2025 |
| Number of pages: | 21 |
| Written in: | 2025/2026 |
| Type: | Exam (elaborations) |
| Contains: | Questions & Answers |
| Tags: | Regression (ISYE 6414) - Module 3 Exam 2025 Questions and Answers |
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Regression (ISYE 6414) - Module 3 Exam 2025 Questions and Answers Why can't we use Ordinary Least Squares Regression for modeling binary response data? - --CORRECT ANSWER--Binary response data is not normally distributed, we can't use ordinary regression because the normality assumption doesn't hold What are the assumptions of logistic regression? - --CORRECT ANSWER-"Linearity" - the logit transformation of success is a linear combination of predicting variables Independence - the response binary variables are independently observed Link function - assume the link function is the logit function How is the linearity assumption for logistic regression different than for standard regression? - --CORRECT ANSWER--the glink function is a non-linear ....COPYRIGHT ©️ 2025 ALL RIGHTS RESERVED...TRUSTED & VERIFIED 1
