Flexible cloglog links for binomial regression models as an alternative for imbalanced medical data

The complementary log‐log link was originally introduced in 1922 to R. A. Fisher, long before the logit and probit links. While the last two links are symmetric, the complementary log‐log link is an asymmetrical link without a parameter associated with it. Several asymmetrical links with an extra pa...

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