Let be the number of survivors among the patients in row . The fitted grouped-binomial logistic regression is
with
Site A and nonmalignant tumours are the reference levels. There is no site-by-malignancy interaction, so the malignancy log-odds effect is assumed to be the same at all three sites. In the R call, survive/total supplies the observed proportions and weights = total supplies the binomial denominators .

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