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6 years ago in Regression Test By Rajiv Bhatia

Logistic regression test assumptions

I want to conduct logistic regression test. Before starting with the test are there any assumptions that need to be considered?

All Answers (4 Answers In All)

By Karan D Answered 6 years ago

I don’t think so rajiv. According to me there are few assumptions that need to be considered only when you are conducting linear and multiple regression tests.

By Raj Shravan Answered 6 years ago

karan, I completely disagree with you. You should consider few assumptions while conducting logistic regression test as well. I.e there shouldn’t be any high correlationship between the predictors and the size of the sample should be large.

By Jesstlin Thomas Answered 6 years ago

raj is right. But raj, you have missed out two more assumptions.
No influential outliers
Logit transformation of the outcome variable will have a linear relationship with the predictor variables

By Jessica Answered 6 years ago

https://www.statisticssolutions.com/assumptions-of-logistic-regression/ this site consists of all the information of logistic regression test

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