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In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial regression model, ...
If, in addition, a variance function is specified, this leads to a functional estimating equation which corresponds to maximizing a functional quasi-likelihood. This general approach includes the ...
Dominik Rothenhäusler, Peter Bühlmann, Nicolai Meinshausen, CAUSAL DANTZIG, The Annals of Statistics, Vol. 47, No. 3 (June 2019), pp. 1688-1722 ...