Submitted to the Annals of Statistics NONPARAMETRIC COVARIATE-ADJUSTED REGRESSION By Aurore Delaigle∗ , Peter Hall∗ and Wen-Xin Zhou∗ University of Melbourne and Princeton University

Source URL: www.ms.unimelb.edu.au

Multidimensional covariate dependent Dirichlet process Bayesian nonparametrics Julyan Arbel CREST-INSEE, Universite´ Paris Dauphine

Source URL: www.agroparistech.fr

1 Covariate Shift by Kernel Mean Matching Arthur Gretton1 Alex Smola1

Source URL: www.gatsby.ucl.ac.uk

Covariate Assisted Spectral Clustering Norbert Binkiewicz, Joshua T. Vogelstein, and Karl Rohe∗ Abstract Biological and social systems consist of myriad interacting units. The interactions

Source URL: arxiv.org

• Algebraic graph theory
• Spectral clustering
• Cluster analysis
• Eigenvalues and eigenvectors
• Graph partition
• Principal component regression

ANIMAL BEHAVIOUR, 2005, 70, 967–971 doi:j.anbehavCOMMENTARY The mistreatment of covariate interaction terms in linear model analyses of behavioural and

Source URL: wolfweb.unr.edu

Composite Loss Functions and Multivariate Regression; Sparse PCA G. Obozinski, B. Taskar, and M. I. JordanJoint covariate selection and joint subspace selection for multiple classification problems. Statistics a

Source URL: mlg.eng.cam.ac.uk

Hierarchical Bayesian Survival Analysis and Projective Covariate Selection in Cardiovascular Event Risk Prediction Tomi Peltola Aalto University,

Source URL: ceur-ws.org

Asymptotically Normal and Efficient Estimation of arXiv:submitstat.ME] 23 Sep 2013 Covariate-Adjusted Gaussian Graphical Model Mengjie Chen, Program of Computational Biology and Bioinformatics,

Source URL: www.stat.yale.edu

Hierarchical Bayesian Survival Analysis and Projective Covariate Selection in Cardiovascular Event Risk Prediction Tomi Peltola Aalto University,

Source URL: becs.aalto.fi

Doctor of Philosophy degree Wei Ma “Statistical Inference of Covariate-adaptive Randomized Clinical Trials “ Advisor: Feifang Hu Xiaoxiao Tang

Source URL: www.stat.virginia.edu