Uniformly valid inference based on the Lasso in linear mixed models

Marginal and Conditional Multiple Inference for Linear Mixed Model Predictors

(2022) Peter Kramlinger et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Selective inference for additive and linear mixed models

(2021) David Rügamer et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Asymptotic post-selection inference for the Akaike information criterion

(2018) Ali Charkhi et al.   BIOMETRIKA

Uniformly valid confidence sets based on the Lasso

(2018) Karl Ewald et al.   Electronic Journal of Statistics

Exact post-selection inference, with application to the lasso

(2016) Jason D. Lee et al.   ANNALS OF STATISTICS

On asymptotically optimal confidence regions and tests for high-dimensional models

(2014) Sara van de Geer et al.   ANNALS OF STATISTICS

Valid post-selection inference

(2013) Richard Berk et al.   ANNALS OF STATISTICS

Model Selection in Linear Mixed Models

(2013) Samuel Müller et al.   STATISTICAL SCIENCE

New Important Developments in Small Area Estimation

(2013) Danny Pfeffermann   STATISTICAL SCIENCE

Model selection in linear mixed effect models

(2012) Heng Peng et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Estimation for High-Dimensional Linear Mixed-Effects Models Using ℓ1-Penalization

(2011) JÜRG SCHELLDORFER et al.   SCANDINAVIAN JOURNAL OF STATISTICS

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

(2010) Howard D. Bondell et al.   BIOMETRICS

Fixed and Random Effects Selection in Mixed Effects Models

(2010) Joseph G. Ibrahim et al.   BIOMETRICS

Non-parametric small area estimation using penalized spline regression

(2010) J. D. Opsomer et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Confidence sets based on penalized maximum likelihood estimators in Gaussian regression

(2010) Benedikt M. Pötscher et al.   Electronic Journal of Statistics

On the distribution of penalized maximum likelihood estimators: The LASSO, SCAD, and thresholding

(2009) Benedikt M. Pötscher et al.   JOURNAL OF MULTIVARIATE ANALYSIS