MultinomialLogisticRegression•Whatifyouwanthaveadependentvariablewithmorethantwooutcomes?•A“polytomous”outcome–Ex:Mullen,Goyette,Soares(2003):Whatkindofgradschool?•Nonevs.MAvsMBAvsProf’lSchoolvsPhD.–Ex:McVeigh&Smith(1999).Politicalaction•Actioncantakedifferentforms:institutionalizedaction(e.g....
Establishment and characterization of a penile cancer cell line, penl1, with a deleterious TP53 mutation as a paradigm of HPVnegative penile carcinogenesis To establish penile cancer (PeCa) cell lines for the study of molecular mechanisms of carcinogenesis and testing therapeutic reagents. We successfu...
Usinglogitmodelsformorethantwooutcomes.•Wecouldconstructlogitmodelstocomparedichotomousoutcomes(e.g.“eatsfish”=1or0)•Problem:welosealotofinformationthatway.–example:ifwedoalogiton“eatsfish”=1or0,wemaynotgetastatisticallysignificanteffectofsizeifbigalligators:•arelesslikelytoeatinvertebrates(“eats...
LAceP: Lysine acetylation site prediction using logistic regression classifiers. PLoS ONE 2014, 9, e89575. [CrossRef] [PubMed] 33. Kibriya, A.M.; Frank, E.; Pfahringer, B.; Holmes, G. Multinomial naive bayes for text categorization revisited. In Australasian Joint Conference on Artificial ...