The most common model is based on cumulative logits and goes like this: In Stata they refer to binary outcomes when considering the binomial logistic regression. Stata’s clogit performs maximum likelihood estimation with a dichotomous dependent variable; conditional logistic analysis differs from regular logistic regression in that the data are stratified and the likelihoods are computed relative to each stratum. It is the most common type of logistic regression and is often simply referred to as logistic regression. A binomial logistic regression is used to predict a dichotomous dependent variable based on one or more continuous or nominal independent variables. Stata has two commands for logistic regression, logit and logistic. The main difference between the two is that the former displays the coefficients and the latter displays the odds ratios. You can also obtain the odds ratios by using the logit command with the or option. Ordered logistic regression Actually, Stata offers several possibilities to analyze an ordered dependent variable, say, an attitude towards abortion. Which command you use is a matter of personal preference.

The form of the likelihood function is similar but not identical to that of multinomial logistic regression.

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