Classification of longitudinal data through a semiparametric mixed-effects model based on lasso-type estimators-Reference-Cited by-同舟云学术

Classification of longitudinal data through a semiparametric mixed-effects model based on lasso-type estimators

Published:2015-01-30 Issue:2 Volume:71 Page:333-343
ISSN:0006-341X
Container-title:Biometrics
language:en
Short-container-title:Biom

Author:

Arribas-Gil Ana¹,De la Cruz Rolando²,Lebarbier Emilie³,Meza Cristian⁴

Affiliation:

1. Departamento de Estadística; Universidad Carlos III de Madrid; Getafe Spain

2. Advanced Center for Chronic Diseases (ACCDiS) and Department of Public Health, School of Medicine; and Department of Statistics, Faculty of Mathematics; Pontificia Universidad Católica de Chile; Santiago Chile

3. AgroParisTech UMR518; Paris 5e and INRA UMR518, Paris 5e France

4. CIMFAV-Facultad de Ingeniería; Universidad de Valparaíso; Valparaíso Chile

Funder

Fondo Nacional de Desarrollo Científico y Tecnológico

Programa de InvestigaciÃ³n Asociativa - PIA, CONICYT, Chile

Fondo de Financiamiento de Centros de InvestigaciÃ³n en Ãreas Prioritarias (Fondap), CONICYT, Chile

Ministerio de EconomÃa y Competitividad, Spain

Programa Nacional de InvestigaciÃ³n Fundamental. Ministerio de Ciencia e InnovaciÃ³n, Spain

Publisher

Wiley

Subject

Applied Mathematics,General Agricultural and Biological Sciences,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,Statistics and Probability

Link

http://onlinelibrary.wiley.com/wol1/doi/10.1111/biom.12280/fullpdf

Reference27 articles.

1. Lasso-type estimators for semiparametric nonlinear mixed-effects models estimation;Arribas-Gil;Statistics and Computing,2014

2. Simultaneous analysis of lasso and Dantzig selector;Bickel;Annals of Statistics,2009

3. Statistics for High-Dimensional Data

4. Consistent selection via the Lasso for high dimensional approximating regression models

5. Aggregation and Sparsity Via ℓ1 Penalized Least Squares

Cited by 11 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. The validity of electronic health data for measuring smoking status: a systematic review and meta-analysis;BMC Medical Informatics and Decision Making;2024-02-02

2. Classification of longitudinal profiles using semi‐parametric nonlinear mixed models with P‐Splines and the SAEM algorithm;Statistics in Medicine;2023-09-05

3. Estimation of a clustering model for non Gaussian functional data;Communications in Statistics - Theory and Methods;2023-08-18

4. A classification for complex imbalanced data in disease screening and early diagnosis;Statistics in Medicine;2022-05-23

5. Model‐based clustering of high‐dimensional longitudinal data via regularization;Biometrics;2022-04-28