Works (2)

Updated: August 6th, 2023 12:15

2010 journal article

Joint Variable Selection for Fixed and Random Effects in Linear Mixed-Effects Models

BIOMETRICS, 66(4), 1069–1077.

By: H. Bondell n, A. Krishna n & S. Ghosh n

author keywords: Adaptive LASSO; Constrained EM algorithm; Linear mixed model; Modified Cholesky decomposition; Penalized likelihood; Variable selection
MeSH headings : Algorithms; Biometry / methods; Computer Simulation; Humans; Likelihood Functions; Linear Models; Models, Statistical
Sources: Web Of Science, ORCID
Added: August 6, 2018

2009 journal article

Bayesian variable selection using an adaptive powered correlation prior

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 139(8), 2665–2674.

By: A. Krishna n, H. Bondell n & S. Ghosh n

author keywords: Bayesian variable selection; Collinearity; Powered correlation prior; Zellner's g-prior
Sources: Web Of Science, ORCID
Added: August 6, 2018