Numerical analysis for statisticians / Lange, K. (2010)  

Public ISBD Titre : Numerical analysis for statisticians Type de document : livre Auteurs : Lange, K. Mention d'édition : 02 éd. Editeur : New York : Springer Année de publication : 2010 Collection : Statistics and Computing Importance : 600 p. ISBN/ISSN/EAN : 978-1-4419-5944-7 Langues : Anglais (eng) Mots-clés : Mathematical statistics  Numerical analysis En ligne : http://dx.doi.org/10.1007/978-1-4419-5945-4 Numerical analysis for statisticians [livre] / Lange, K.  . -  02 éd. . - New York : Springer, 2010 . - 600 p.. - (Statistics and Computing) . ISBN : 978-1-4419-5944-7 Langues : Anglais (eng) Mots-clés : Mathematical statistics  Numerical analysis En ligne : http://dx.doi.org/10.1007/978-1-4419-5945-4

Exemplaires (1)

Code-barres	Cote	Support	Localisation	Section	Disponibilité
68962	LAN_11_68962	Livre	Salle des ouvrages	11_Mathématiques	Sorti jusqu'au 25/05/2043

Mixed-effects models in S and S-PLUS / Pinheiro, J.C. ; Bates, D.M. (2004)

Public ISBD Titre : Mixed-effects models in S and S-PLUS Type de document : livre Auteurs : Pinheiro, J.C. ; Bates, D.M. Editeur : New York : Springer Année de publication : 2004 Collection : Statistics and Computing Importance : 528 p. ISBN/ISSN/EAN : 978-0-387-98957-0 Langues : Anglais (eng) Mots-clés : Computer software  Data analysis  Mathematical models  Mathematical statistics Résumé : This book provides an overview of the theory and application of linear and nonlinear mixed-effects models in the analysis of grouped data, such as longitudinal data, repeated measures, and multilevel data. A unified model-building strategy for both linear and nonlinear models is presented and applied to the analysis of over 20 real datasets from a wide variety of areas, including pharmacokinetics, agriculture, and manufacturing. A strong emphasis is placed on the use of graphical displays at the various phases of the model-building process, starting with exploratory plots of the data and concluding with diagnostic plots to assess the adequacy of a fitted model. Over 170 figures are included in the book. The NLME library for analyzing mixed-effects models in S and S-PLUS, developed by the authors, provides the underlying software for implementing the methods presented in the text, being described and illustrated in detail throughout the book. The balanced mix of real data examples, modeling software, and theory makes this book a useful reference for practitioners who use, or intend to use, mixed-effects models in their data analyses. It can also be used as a text for a one-semester graduate-level applied course in mixed-effects models. Researchers in statistical computing will also find this book appealing for its presentation of novel and efficient computational methods for fitting linear and nonlinear mixed-effects models. [Résumé éditeur] Mixed-effects models in S and S-PLUS [livre] / Pinheiro, J.C. ; Bates, D.M. . - New York : Springer, 2004 . - 528 p.. - (Statistics and Computing) . ISBN : 978-0-387-98957-0 Langues : Anglais (eng) Mots-clés : Computer software  Data analysis  Mathematical models  Mathematical statistics Résumé : This book provides an overview of the theory and application of linear and nonlinear mixed-effects models in the analysis of grouped data, such as longitudinal data, repeated measures, and multilevel data. A unified model-building strategy for both linear and nonlinear models is presented and applied to the analysis of over 20 real datasets from a wide variety of areas, including pharmacokinetics, agriculture, and manufacturing. A strong emphasis is placed on the use of graphical displays at the various phases of the model-building process, starting with exploratory plots of the data and concluding with diagnostic plots to assess the adequacy of a fitted model. Over 170 figures are included in the book. The NLME library for analyzing mixed-effects models in S and S-PLUS, developed by the authors, provides the underlying software for implementing the methods presented in the text, being described and illustrated in detail throughout the book. The balanced mix of real data examples, modeling software, and theory makes this book a useful reference for practitioners who use, or intend to use, mixed-effects models in their data analyses. It can also be used as a text for a one-semester graduate-level applied course in mixed-effects models. Researchers in statistical computing will also find this book appealing for its presentation of novel and efficient computational methods for fitting linear and nonlinear mixed-effects models. [Résumé éditeur]

Exemplaires (1)

Code-barres	Cote	Support	Localisation	Section	Disponibilité
67693	PIN_11_67693	Livre	Salle des ouvrages	11_Mathématiques	Sorti jusqu'au 25/05/2043

Introductory statistics with R / Peter Dalgaard (2002)  

Public ISBD Titre : Introductory statistics with R Type de document : livre Auteurs : Peter Dalgaard, Auteur Editeur : New York : Springer Année de publication : 2002 Collection : Statistics and Computing Importance : 267 p. ISBN/ISSN/EAN : 978-0-387-95475-2 Note générale : 2 ex. Langues : Anglais (eng) Mots-clés : Logiciel  Modèle  Méthode statistique  Traitement des données En ligne : https://link.springer.com/book/10.1007/978-0-387-79054-1 Format de la ressource électronique : PDF (2nd ed. 2008) Introductory statistics with R [livre] / Peter Dalgaard, Auteur . - New York : Springer, 2002 . - 267 p.. - (Statistics and Computing) . ISBN : 978-0-387-95475-2 2 ex. Langues : Anglais (eng) Mots-clés : Logiciel  Modèle  Méthode statistique  Traitement des données En ligne : https://link.springer.com/book/10.1007/978-0-387-79054-1 Format de la ressource électronique : PDF (2nd ed. 2008)

Exemplaires (2)

Code-barres	Cote	Support	Localisation	Section	Disponibilité
67316	DAL_11_67316	Livre	Salle des ouvrages	11_Mathématiques	Disponible
68202	DAL_11_68202	Livre	Salle des ouvrages	11_Mathématiques	Disponible

Modern applied statistics with S / Venables, W.N. (2002)

Public ISBD Titre : Modern applied statistics with S Type de document : livre Auteurs : Venables, W.N., Auteur ; Ripley, B.D., Auteur Mention d'édition : 4th ed. Editeur : New York : Springer Année de publication : 2002 Collection : Statistics and Computing Importance : 495 p. ISBN/ISSN/EAN : 978-0-387-95457-8 Langues : Anglais (eng) Mots-clés : Data processing  Mathematical statistics  Statistical methods  Statistics Résumé : S-PLUS is a powerful environment for the statistical and graphical analysis of data. It provides the tools to implement many statistical ideas which have been made possible by the widespread availability of workstations having good graphics and computational capabilities. This book is a guide to using S-PLUS to perform statistical analyses and provides both an introduction to the use of S-PLUS and a course in modern statistical methods. S-PLUS is available for both Windows and UNIX workstations, and both versions are covered in depth. The aim of the book is to show how to use S-PLUS as a powerful and graphical data analysis system. Readers are assumed to have a basic grounding in statistics, and so the book in intended for would-be users of S-PLUS and both students and researchers using statistics. Throughout, the emphasis is on presenting practical problems and full analyses of real data sets. Many of the methods discussed are state-of-the-art approaches to topics such as linear, nonlinear, and smooth regression models, tree-based methods, multivariate analysis and pattern recognition, survival analysis, time series and spatial statistics. Throughout, modern techniques such as robust methods, non-parametric smoothing, and bootstrapping are used where appropriate. This fourth edition is intended for users of S-PLUS 6.0 or R 1.5.0 or later. A substantial change from the third edition is updating for the current versions of S-PLUS and adding coverage of R. The introductory material has been rewritten to emphasis the import, export and manipulation of data. Increased computational power allows even more computer-intensive methods to be used, and methods such as GLMMs, MARS, SOM and support vector machines are considered. Modern applied statistics with S [livre] / Venables, W.N., Auteur ; Ripley, B.D., Auteur  . -  4th ed. . - New York : Springer, 2002 . - 495 p.. - (Statistics and Computing) . ISBN : 978-0-387-95457-8 Langues : Anglais (eng) Mots-clés : Data processing  Mathematical statistics  Statistical methods  Statistics Résumé : S-PLUS is a powerful environment for the statistical and graphical analysis of data. It provides the tools to implement many statistical ideas which have been made possible by the widespread availability of workstations having good graphics and computational capabilities. This book is a guide to using S-PLUS to perform statistical analyses and provides both an introduction to the use of S-PLUS and a course in modern statistical methods. S-PLUS is available for both Windows and UNIX workstations, and both versions are covered in depth. The aim of the book is to show how to use S-PLUS as a powerful and graphical data analysis system. Readers are assumed to have a basic grounding in statistics, and so the book in intended for would-be users of S-PLUS and both students and researchers using statistics. Throughout, the emphasis is on presenting practical problems and full analyses of real data sets. Many of the methods discussed are state-of-the-art approaches to topics such as linear, nonlinear, and smooth regression models, tree-based methods, multivariate analysis and pattern recognition, survival analysis, time series and spatial statistics. Throughout, modern techniques such as robust methods, non-parametric smoothing, and bootstrapping are used where appropriate. This fourth edition is intended for users of S-PLUS 6.0 or R 1.5.0 or later. A substantial change from the third edition is updating for the current versions of S-PLUS and adding coverage of R. The introductory material has been rewritten to emphasis the import, export and manipulation of data. Increased computational power allows even more computer-intensive methods to be used, and methods such as GLMMs, MARS, SOM and support vector machines are considered.

Exemplaires (1)

Code-barres	Cote	Support	Localisation	Section	Disponibilité
67694	VEN_11_67694	Livre	Salle des ouvrages	11_Mathématiques	Disponible

VARIOWIN: software for spatial data analysis in 2D / Pannatier, Y. (1996)

Public ISBD Titre : VARIOWIN: software for spatial data analysis in 2D Type de document : livre Auteurs : Pannatier, Y., Auteur Editeur : New York : Springer Année de publication : 1996 Collection : Statistics and Computing Importance : 91 p. ISBN/ISSN/EAN : 978-0-387-94679-5 Note générale : ISBN-10 : 0-387-94679-9; Comprend une disquette 3.5" Langues : Anglais (eng) Mots-clés : GEOSTATISTIQUE  Logiciel  Modélisation  Statistique  VARIOGRAMME VARIOWIN: software for spatial data analysis in 2D [livre] / Pannatier, Y., Auteur . - New York : Springer, 1996 . - 91 p.. - (Statistics and Computing) . ISBN : 978-0-387-94679-5 ISBN-10 : 0-387-94679-9; Comprend une disquette 3.5" Langues : Anglais (eng) Mots-clés : GEOSTATISTIQUE  Logiciel  Modélisation  Statistique  VARIOGRAMME

Exemplaires (1)

Code-barres	Cote	Support	Localisation	Section	Disponibilité
57838	PAN_11_57838	Livre	Salle des ouvrages	11_Mathématiques	Disponible

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