This is a preview. Log in through your library . Abstract This article presents a score test to check the fit of a logistic regression model with two or more outcome categories. The null hypothesis ...

This is a preview. Log in through your library . Abstract For the parameters of a multinomial logistic regression, it is shown how to obtain the bias-reducing penalized maximum likelihood estimator by ...

Many complex disease traits are observed to be associated with single nucleotide polymorphism (SNP) interactions. In testing small-scale SNP–SNP interactions, variable selection procedures in logistic ...