Analysis and interpretation of multivariate general linear models including multivariate regression, multivariate analysis of variance/covariance, discriminant analysis, multivariate analysis of ...

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 ...

Significance testing for high-dimensional generalized linear models (GLMs) has become increasingly important in various applications. However, existing methods are mainly based on a sum of the squares ...