Model selection and structure specification in ultra-high dimensional generalised semi-varying coefficient models

D Li, Y Ke, W Zhang - 2015 - projecteuclid.org
Model selection and structure specification in ultra-high dimensional generalised semi-varying
coefficient models Page 1 The Annals of Statistics 2015, Vol. 43, No. 6, 2676–2705 DOI …

Feature selection and structure specification in ultra-high dimensional semi-parametric model with an application in medical science

Y Ke - 2015 - etheses.whiterose.ac.uk
In this thesis, we consider the feature selection, model specification and estimation of the
generalised semi-varying coefficient models (GSVCMs), where the number of potential …