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One-step Sparse Estimates in Nonconcave Penalized Likelihood Models. [PDF]

Ann Stat, 2008
Zou H, Li R.
europepmc   +1 more source

Sparsistency and Rates of Convergence in Large Covariance Matrix Estimation. [PDF]

Ann Stat, 2009
Lam C, Fan J.
europepmc   +1 more source

A SIGNIFICANCE TEST FOR THE LASSO. [PDF]

Ann Stat, 2014
Lockhart R, Taylor J, Tibshirani RJ, Tibshirani R.   +3 more
europepmc   +1 more source

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A stochastic restricted mixed Liu-type estimator in logistic regression model

, 2020
In logistic regression model, it is well known that Maximum Likelihood (ML) estimates have large variances when multicollinearity exists between the explanatory variables. As a result, inefficient estimates can be obtained.
E. Yehia
semanticscholar   +1 more source

EMPIRICAL BAYES SUBSET ESTIMATION IN REGRESSION MODELS

, 1989
M. Ghosh, A. Saleh, P. Sen
semanticscholar   +1 more source