Kramlinger, Peter; Schneider, Ulrike; Krivobokova, Tatyana Uniformly valid inference based on the Lasso in linear mixed models. (English) Zbl 07740041 J. Multivariate Anal. 198, Article ID 105230, 15 p. (2023). MSC: 62Hxx 62F25 62J10 62J07 PDFBibTeX XMLCite \textit{P. Kramlinger} et al., J. Multivariate Anal. 198, Article ID 105230, 15 p. (2023; Zbl 07740041) Full Text: DOI arXiv
Degani, Emanuele; Maestrini, Luca; Toczydłowska, Dorota; Wand, Matt P. Sparse linear mixed model selection via streamlined variational Bayes. (English) Zbl 07603106 Electron. J. Stat. 16, No. 2, 5182-5225 (2022). MSC: 62F15 62H12 62J05 62J07 PDFBibTeX XMLCite \textit{E. Degani} et al., Electron. J. Stat. 16, No. 2, 5182--5225 (2022; Zbl 07603106) Full Text: DOI arXiv Link
Ghosh, Abhik; Thoresen, Magne Consistent fixed-effects selection in ultrahigh-dimensional linear mixed models with error-covariate endogeneity. (English) Zbl 1524.62321 Stat. Sin. 31, No. 4, 2073-2102 (2021). MSC: 62J05 62H12 62F12 PDFBibTeX XMLCite \textit{A. Ghosh} and \textit{M. Thoresen}, Stat. Sin. 31, No. 4, 2073--2102 (2021; Zbl 1524.62321) Full Text: DOI arXiv
Hančová, Martina; Gajdoš, Andrej; Hanč, Jozef; Vozáriková, Gabriela Estimating variances in time series kriging using convex optimization and empirical BLUPs. (English) Zbl 1477.62243 Stat. Pap. 62, No. 4, 1899-1938 (2021). MSC: 62M10 62-08 62J05 62J10 62M20 62M15 90C25 PDFBibTeX XMLCite \textit{M. Hančová} et al., Stat. Pap. 62, No. 4, 1899--1938 (2021; Zbl 1477.62243) Full Text: DOI arXiv
Groll, Andreas; Tutz, Gerhard Variable selection in discrete survival models including heterogeneity. (English) Zbl 1383.62212 Lifetime Data Anal. 23, No. 2, 305-338 (2017). MSC: 62N01 62J07 62P10 PDFBibTeX XMLCite \textit{A. Groll} and \textit{G. Tutz}, Lifetime Data Anal. 23, No. 2, 305--338 (2017; Zbl 1383.62212) Full Text: DOI Link
Ke, Yuan; Li, Jialiang; Zhang, Wenyang Structure identification in panel data analysis. (English) Zbl 1341.62214 Ann. Stat. 44, No. 3, 1193-1233 (2016). MSC: 62J05 62F12 62M10 62P20 PDFBibTeX XMLCite \textit{Y. Ke} et al., Ann. Stat. 44, No. 3, 1193--1233 (2016; Zbl 1341.62214) Full Text: DOI Euclid
Ng, Chi Tim; Yu, Chi Wai Modified SCAD penalty for constrained variable selection problems. (English) Zbl 1486.62204 Stat. Methodol. 21, 109-134 (2014). MSC: 62J05 62J07 62J12 62F35 PDFBibTeX XMLCite \textit{C. T. Ng} and \textit{C. W. Yu}, Stat. Methodol. 21, 109--134 (2014; Zbl 1486.62204) Full Text: DOI
Arribas-Gil, Ana; Bertin, Karine; Meza, Cristian; Rivoirard, Vincent Lasso-type estimators for semiparametric nonlinear mixed-effects models estimation. (English) Zbl 1325.62070 Stat. Comput. 24, No. 3, 443-460 (2014). MSC: 62G05 62J07 65C60 62P20 PDFBibTeX XMLCite \textit{A. Arribas-Gil} et al., Stat. Comput. 24, No. 3, 443--460 (2014; Zbl 1325.62070) Full Text: DOI arXiv Link
Ng, Chi Tim; Joe, Harry Model comparison with composite likelihood information criteria. (English) Zbl 1357.62086 Bernoulli 20, No. 4, 1738-1764 (2014). MSC: 62F03 62F12 62F15 PDFBibTeX XMLCite \textit{C. T. Ng} and \textit{H. Joe}, Bernoulli 20, No. 4, 1738--1764 (2014; Zbl 1357.62086) Full Text: DOI arXiv Euclid
Djeundje, Viani A. B.; Currie, Iain D. Appropriate covariance-specification via penalties for penalized splines in mixed models for longitudinal data. (English) Zbl 1329.62198 Electron. J. Stat. 4, 1202-1224 (2010). MSC: 62G08 62J07 PDFBibTeX XMLCite \textit{V. A. B. Djeundje} and \textit{I. D. Currie}, Electron. J. Stat. 4, 1202--1224 (2010; Zbl 1329.62198) Full Text: DOI Euclid
Liang, Hua Generalized partially linear mixed-effects models incorporating mismeasured covariates. (English) Zbl 1294.62147 Ann. Inst. Stat. Math. 61, No. 1, 27-46 (2009). MSC: 62J02 62F10 62F12 62G05 62P10 92C50 PDFBibTeX XMLCite \textit{H. Liang}, Ann. Inst. Stat. Math. 61, No. 1, 27--46 (2009; Zbl 1294.62147) Full Text: DOI Link