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We propose an extension of the differential-geometric least angle regression method to perform sparse group inference in a generalized linear model. An efficient algorithm is proposed to compute the ...

This is a preview. Log in through your library . Abstract Model averaging has long been proposed as a powerful alternative to model selection in regression analysis. However, how well it performs in ...