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sulabh replied to Himanshu Sinha's discussion Techniques to address very low event rate for Logistic Regression Model
"Just one more point to add: No matter whatever method you use (Traditional Statistical Algorithms Or Machine Learning), equivalent approach would exist (e.g. In Machine Learning, the objective function can be severely penalized for missclassifying…"
Oct 31, 2013
sulabh replied to Himanshu Sinha's discussion Techniques to address very low event rate for Logistic Regression Model
"Hi, Your problem description makes me think about the use of Penalized Likelihood Method (e.g. Firth's method). Please refer to the following link for details. http://www.statisticalhorizons.com/logistic-regression-for-rare-events Hope this…"
Oct 31, 2013

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Field of Expertise:
Operations Research
Professional Status:
Student
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