Begg, Colin B.; Gray, Robert Calculation of polychotomous logistic regression parameters using individualized regressions. (English) Zbl 0533.62089 Biometrika 71, 11-18 (1984). Summary: The use of individualized logistic regression, in which a series of separate simple logistic regression analyses are performed as a replacement for polychotomous logistic regression, is studied. The asymptotic relative efficiencies of the individual parameter estimates are observed to be generally high, as are the efficiencies of predicted probability estimates and, to a somewhat lesser extent, joint tests of parameters from different regressions. Cited in 23 Documents MSC: 62P10 Applications of statistics to biology and medical sciences; meta analysis 62E20 Asymptotic distribution theory in statistics Keywords:polychotomous logistic regression; individualized regressions; asymptotic relative efficiency; diagnosis PDFBibTeX XMLCite \textit{C. B. Begg} and \textit{R. Gray}, Biometrika 71, 11--18 (1984; Zbl 0533.62089) Full Text: DOI