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Discrimination between the complementary log-log and logistic model for ordinal data
Authors:Balgobin Nandram
Institution:Department of Statistics and Actuarial Science , University of Iowa , Iowa City, 52242, Iowa
Abstract:An assessment is made of the number of observations on ordinal data necessary for reasonable power in a significance test of the null hypothesis of a logit model versus an alternative of a complementary log-log and vice versa. The conclusion is that quite modest numbers of observations, e.g. 50-100, are adequate provided that the boundaries of the ordinal scale are suitably defined.
Keywords:asymptotic theory  cut points  discriminant indices  link junctions  Nelder-Mead algorithm  ordinal response  separate families of hypotheses
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