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2006, Monographs on Statistics and Applied Probability, ISBN 1584886315, Volume 106, 396
Book
2017, Second edition., Monographs on statistics and applied probability, ISBN 9781498720618, Volume 153., xix, 446 pages
This is the second edition of a monograph on generalized linear models with random effects that extends the classic work of McCullagh and Nelder. It has been... 
Linear models (Statistics) | Generalized estimating equations
Book
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 2009, Volume 10, pp. 2013 - 2038
Journal Article
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, ISSN 1369-7412, 2007, Volume 69, pp. 659 - 677
We introduce a path following algorithm for L-1-regularized generalized linear models. The L-1-regularization procedure is useful especially because it, in... 
generalized linear model | path algorithm | lasso | predictor-corrector method | LOGISTIC-REGRESSION | regularization | GENE-EXPRESSION | STATISTICS & PROBABILITY | variable selection | CANCER
Journal Article
2011, Chapman & Hall/CRC texts in statistical science series, ISBN 9781420091557, xiii, 302
Book
The Annals of Statistics, ISSN 0090-5364, 12/2010, Volume 38, Issue 6, pp. 3567 - 3604
Journal Article
Journal of the Royal Statistical Society: Series C (Applied Statistics), ISSN 0035-9254, 11/2016, Volume 65, Issue 5, pp. 649 - 675
Journal Article
Journal of the Royal Statistical Society. Series B (Statistical Methodology), ISSN 1369-7412, 1/2007, Volume 69, Issue 4, pp. 659 - 677
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 10/2016, Volume 111, Issue 516, pp. 1775 - 1790
Considering model averaging estimation in generalized linear models, we propose a weight choice criterion based on the Kullback-Leibler (KL) loss with a... 
Prediction accuracy | Asymptotic optimality | Kullback-Leibler loss | Penalized generalized weighted least squares (PGWLS) | Misspecification | Kullback–Leibler loss | REGRESSION | FOCUSED INFORMATION CRITERION | STATISTICS & PROBABILITY | CONDITIONAL INFERENCE | SELECTION | Generalized linear models
Journal Article
Biometrika, ISSN 0006-3444, 12/2017, Volume 104, Issue 4, pp. 987 - 994
This paper considers testing for no effect of functional covariates on response variables in multivariate regression. We use generalized estimating equations... 
Cluster data | Generalized estimating equation | Functional data analysis | Family sequencing data | ESTIMATORS | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | STATISTICS & PROBABILITY | FAMILY | Miscellanea
Journal Article
The Annals of Statistics, ISSN 0090-5364, 4/2008, Volume 36, Issue 2, pp. 614 - 645
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 08/2016, Volume 64, Issue 16, pp. 4307 - 4322
Journal Article
IEEE Transactions on Reliability, ISSN 0018-9529, 06/2016, Volume 65, Issue 2, pp. 816 - 827