Search Results - person:"Li, Ker-Chau"

A Model-Averaging Approach for High-Dimensional Regression

Ando, Tomohiro; Li, Ker-Chau - In: Journal of the American Statistical Association 109 (2014) 505, pp. 254-265

This article considers high-dimensional regression problems in which the number of predictors <italic>p</italic> exceeds the sample size <italic>n</italic>. We develop a model-averaging procedure for high-dimensional regression problems. Unlike most variable selection studies featuring the identification of true predictors, our...

Persistent link: https://www.econbiz.de/10010971138

A Bayesian insertion/deletion algorithm for distant protein motif searchin via entropy filtering

Xie, Jun; Li, Ker-chau; Bina, Minou - In: Journal of the American Statistical Association : JASA 99 (2004) 466, pp. 409-420

Persistent link: https://www.econbiz.de/10002095918

Theory and Methods - A Bayesian Insertion-Deletion Algorithm for Distant Protein Motif Searching via Entropy Filtering

Xie, Jun; Li, Ker-Chau; Bina, Minou - In: Journal of the American Statistical Association : JASA 99 (2004) 466, pp. 409-420

Persistent link: https://www.econbiz.de/10006609891

Dimension reduction for multivariate response data

Li, Ker-chau; Aragon, Yves; Shedden, Kerby; … - In: Journal of the American Statistical Association : JASA 98 (2003) 461, pp. 99-109

Persistent link: https://www.econbiz.de/10001754429

Theory and Methods - Dimension Reduction for Multivariate Response Data

Li, Ker-Chau; Aragon, Yve; Shedden, Kerby; Agnan, C.Thomas - In: Journal of the American Statistical Association : JASA 98 (2003) 461, pp. 99-109

Persistent link: https://www.econbiz.de/10006613797

Theory and Methods - Identification of Shared Components in Large Ensembles of Time Series Using Dimension Reduction

Li, Ker-Chau; Shedden, Kerby - In: Journal of the American Statistical Association : JASA 97 (2002) 459, pp. 759-765

Persistent link: https://www.econbiz.de/10006615684

Theory and Methods - Monte Carlo Deconvolution of Digital Signals Guided by the Inverse Filter

Li, Ker-Chau; Shedden, Kerby - In: Journal of the American Statistical Association : JASA 96 (2001) 455, pp. 1014-1021

Persistent link: https://www.econbiz.de/10006618358

Theory and Methods - Interactive Tree-Structured Regression via Principal Hessian Directions

Li, Ker-Chau; Lue, Heng-Hui; Chen, Chun-Houh - In: Journal of the American Statistical Association : JASA 95 (2000) 450, pp. 547-560

Persistent link: https://www.econbiz.de/10006624008

Comment

Li, Ker-Chau - In: Journal of the American Statistical Association : JASA 93 (1998) 441, pp. 94-97

Persistent link: https://www.econbiz.de/10006629315

Exploring regression structure with graphics

Cook, R.; Wetzel, Nate; Bermúdez, José; Horra, J.; … - In: TEST: An Official Journal of the Spanish Society of … 2 (1993) 1, pp. 33-100

Persistent link: https://www.econbiz.de/10005390586