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2000 Jul 11
2
warnings associated with logistic regression
...dependent variables represent physical characteristics of the landscape derived from a GIS. A significant proportion of the time I get the following warning messages from glm(): > lr <- glm(known.v1~elevation+aspect+slope+energy15+energy166+aspect+accum+streams.buffered,family=binomial,data=siteframe) Warning messages: 1: Algorithm did not converge in: (if (is.empty.model(mt)) glm.fit.null else glm.fit)(x = X, y = Y, 2: fitted probabilities numerically 0 or 1 occurred in: (if (is.empty.model(mt)) glm.fit.null else glm.fit)(x = X, y = Y, Now I can get the algorithm to converge (or at least...