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2007, Analytical methods for social research., ISBN 0521867061, xxii, 625
"Data Analysis Using Regression and Multilevel/Hierarchical Models is a comprehensive manual for the applied researcher who wants to perform data analysis using linear and nonlinear regression and multilevel models... 
Multilevel models (Statistics) | Regression analysis | statistical analysis | Analyse de régression | Modèles multiniveaux (Statistique)
Book
2016, ISBN 1482225662, xxiv, 212 pages
This work addresses classification using mixture models broadly. Unlike traditional treatments of the subject that heavily focus on unsupervised approaches... 
Hierarchical clustering (Cluster analysis) | Discriminant analysis | Multiple comparisons (Statistics) | Classification | Mixture distributions (Probability theory) | Mathematics | Methods
Book
2010, ISBN 1584887206, xiii, 590
Book
2016, Chapman & Hall/CRC biostatistics series, ISBN 9781498729673, xxxiv, 374 pages
Book
2011, 1. Aufl., Wiley series in probability and statistics, ISBN 111999845X, xviii, 311
This book uses the EM (expectation maximization) algorithm to simultaneously estimate the missing data and unknown parameter(s) associated with a data set. The... 
Mixture distributions (Probability theory) | Distribution (Probability theory)
Book
Journal of statistical software, ISSN 1548-7660, 2015, Volume 67, Issue 1, pp. 1 - 48
Maximum likelihood or restricted maximum likelihood (REML) estimates of the parameters in linear mixed-effects models can be determined using the lmer function in the lme4 package for R... 
Cholesky decomposition | Linear mixed models | Sparse matrix methods | Penalized least squares | Statistics & Probability | Physical Sciences | Computer Science, Interdisciplinary Applications | Technology | Computer Science | Mathematics | Science & Technology | sparse matrix methods | penalized least squares | linear mixed models
Journal Article
2013, 2013, ISBN 3642343325, Volume 9783642343339, 705
eBook
2010, Monographs on statistics and applied probability, ISBN 9781420074024, Volume 113, xx, 419
Book
Journal Article
2013, ISBN 0857025643, xxxv, 657
This handbook establishes the connections in multilevel modelling, bringing together leading experts from around the world to provide a roadmap for applied... 
Multilevel models (Statistics) | Data processing | Research | Handbooks, manuals, etc | Methodology
Book
2012, ISBN 9789814397773, ix, 201
Book