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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... 
Linear models (Statistics) | Generalized estimating equations
Book
Methods in ecology and evolution, ISSN 2041-210X, 07/2018, Volume 9, Issue 7, pp. 1772 - 1779
Residual randomization in permutation procedures (RRPP) is an appropriate means of generating empirical sampling distributions for ANOVA statistics and linear model coefficients, using ordinary or generalized least‐squares estimation... 
multivariate | generalized least‐squares | high‐dimensional data | dissimilarity | generalized least-squares | high-dimensional data | Environmental Sciences & Ecology | Ecology | Life Sciences & Biomedicine | Science & Technology | Permutations | Randomization | Statistical analysis | Downstream effects | Data processing | Mathematical models | Statistical tests | Coefficients | Multivariate analysis | Variance analysis | Empirical analysis | Matrix methods
Journal Article
The Annals of statistics, ISSN 0090-5364, 12/2010, Volume 38, Issue 6, pp. 3567 - 3604
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 09/2001, Volume 96, Issue 455, pp. 1022 - 1030
Journal Article
The Annals of statistics, ISSN 0090-5364, 4/2008, Volume 36, Issue 2, pp. 614 - 645
We consider high-dimensional generalized linear models with Lipschitz loss functions, and prove a nonasymptotic oracle inequality for the empirical risk minimizer with Lasso penalty... 
Density estimation | Logistic regression | Logical givens | Mathematical constants | Mathematical functions | Mathematical inequalities | Random variables | Statistics | Estimators | Oracles | Sparsity | Lasso | Oracle inequality | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | Studies | Statistical analysis | Asymptotic methods | Generalized linear models | sparsity | 62G08 | oracle inequality
Journal Article
2017, Chapman & Hall/CRC Monographs on Statistics and Applied Probability, ISBN 9781498720618, 466
This is the second edition of a monograph on generalized linear models with random effects that extends the classic work of McCullagh and Nelder... 
Mathematics & Statistics for Engineers | Statistical Theory & Methods | Statistical Computing | STATSnetBASE | STMnetBASE | SCI-TECHnetBASE | Linear models (Statistics) | Generalized estimating equations
eBook
2011, Chapman & Hall/CRC texts in statistical science series, ISBN 9781420091557, xiii, 302
Book
Journal of the American Statistical Association, ISSN 0162-1459, 10/2018, Volume 113, Issue 524, pp. 1828 - 1845
Journal Article