Sharafi et al. (2013) proposed a maximum likelihood estimator of a step-change point in binary response profiles in which logistic regression was used to model the relationship between a binary response and explanatory variables.
A binary response variable in which "1" indicated RA patients and "-1" indicated controls was created (see Keun et al. [ 26]).
We introduce scaled density models for binary response data which can be much more reasonable than the traditional binary response models for particular types of binary response data.
A shortened 8-item version with binary response options which was developed for the HRS was used, as described by Steffick [18].
In general, different mechanisms for binary responses in gene expression have been discussed in eukaryotic cells [29]; [29].
Unlike classification problems wherein the class labels are observed for the training data, the binary "response" variable Z, which serves as the class label, is not available in practice.
We chose to use a graded response scale based on the results of pilot studies comparing graded with binary responses, which showed that binary responses inflated positive responses and that patients had difficulty making choices on a binary scale.
The PCM is suited to model sums of binary responses which are not supposed to be stochastically independent [ 37].
Our modeling results show the desired transient binary response of Bax activation, which is consistent with these experimental observations.
The answer, surely, is to adopt some kind of binary model in which two versions of our hero operate in different decades.
