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We develop maximum likelihood estimation of logistic regression coefficients for a hybrid two-phase, outcome-dependent sampling design. An algorithm is given for determining the estimates by repeated ...
Consider a logistic regression model under case-control sampling. Prentice & Pyke (1979) showed that the logistic slope estimates with case-control sampling may be estimated from a standard ...
This article will cover the basic theory behind logistic regression, the types of logistic regression, when to use them and take you through a worked example.
What are the advantages of logistic regression over decision trees? This question was originally answered on Quora by Claudia Perlich.