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Linear models (Statistics) --- Modèles linéaires généralisés --- Statistique mathematique --- Regression --- Statistique mathematique --- Regression
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Linear models (Statistics) --- Modèles linéaires généralisés --- Computational linguistics. --- Linguistique --- Statistique mathématique --- Informatique
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Publisher description
Stochastic processes --- Mathematical statistics --- Analysis of variance. --- 519.22 --- Statistical theory. Statistical models. Mathematical statistics in general --- 519.22 Statistical theory. Statistical models. Mathematical statistics in general --- Analysis of variance --- ANOVA (Analysis of variance) --- Variance analysis --- Experimental design --- Statistique mathématique --- Linear models (Statistics) --- Modèles linéaires généralisés. --- Modèles linéaires généralisés --- Statistique mathématique --- Statistique médicale
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The linear mixed model has become the main parametric tool for the analysis of continuous longitudinal data, as the authors discussed in their 2000 book.Without putting too much emphasis on software, the book shows how the different approaches can be implemented within the SAS software package.
Mathematical statistics --- QA 278 Multivariate analysis -- General Works. --- Multivariate analysis --- Longitudinal method --- Statistics --- Statistique mathématique --- Linear models (Statistics) --- Modèles linéaires généralisés. --- #SBIB:303H520 --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- Modèles linéaires généralisés --- Statistique mathématique --- Statistique mathematique --- Programmes informatiques
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519.237 --- Linear models (Statistics) --- Multivariate analysis --- Multivariate distributions --- Multivariate statistical analysis --- Statistical analysis, Multivariate --- Models, Linear (Statistics) --- 519.237 Multivariate statistical methods --- Multivariate statistical methods --- Analysis of variance --- Mathematical statistics --- Matrices --- Mathematical models --- Statistics --- Biomathematics. Biometry. Biostatistics --- Linear models (Statistics). --- Multivariate analysis. --- Modèles linéaires (Statistique) --- Analyse multivariée --- Statistique mathématique --- Modèles linéaires généralisés. --- Modèles linéaires généralisés --- Analyse de régression --- Statistique non paramétrique --- Statistique mathematique --- Analyse multivariee
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Linear models form the foundation of a vast range of statistical methodologies. Julian J. Faraway's critically acclaimed Linear Models with R thoroughly examined the different methods available, and showed in which situations each one applies. Following in those footsteps, his new book surveys the techniques that grow from the regression model, presenting three extensions to that framework: generalized linear models, mixed effect models, and nonparametric regression models. It provides a well-stocked toolbox of methodologies, and with its unique presentation of these very modern statistical techniques, holds the potential to break new ground in the way graduate-level courses in this area are taught.
Analysis of variance. --- R (Computer program language) --- Regression analysis. --- Mathematical models. --- Analysis of variance --- Regression analysis --- 519.5 --- 519.234 --- 519.2 --- GNU-S (Computer program language) --- Domain-specific programming languages --- Analysis, Regression --- Linear regression --- Regression modeling --- Multivariate analysis --- Structural equation modeling --- ANOVA (Analysis of variance) --- Variance analysis --- Mathematical statistics --- Experimental design --- 519.2 Probability. Mathematical statistics --- Probability. Mathematical statistics --- 519.234 Non-parametric methods --- Non-parametric methods --- Mathematical models --- Programming --- Statistical methods --- Models --- Statistique mathématique --- Linear models (Statistics) --- Modèles linéaires généralisés. --- Statistique mathématique --- Mathematical statistics. --- Modèles linéaires généralisés --- R (Computer program language) - Mathematical models --- Statistique mathematique --- Programmes informatiques --- Regression
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Mathematical statistics --- Multivariate analysis --- Analyse multivariée --- 519.237 --- 519.24 --- 303.72 --- 57.087.1 --- #SBIB:303H520 --- AA / International- internationaal --- 303.0 --- Multivariate distributions --- Multivariate statistical analysis --- Statistical analysis, Multivariate --- Analysis of variance --- Matrices --- Multivariate statistical methods --- Special statistical applications and models --- Vormen van analyse --(sociaal onderzoek) --- Biometry. Statistical study and treatment of biological data --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- Statistische technieken in econometrie. Wiskundige statistiek (algemene werken en handboeken). --- Multivariate analysis. --- Methoden en technieken --- statistiek --- statistiek. --- 57.087.1 Biometry. Statistical study and treatment of biological data --- 303.72 Vormen van analyse --(sociaal onderzoek) --- 519.24 Special statistical applications and models --- 519.237 Multivariate statistical methods --- Analyse multivariée --- Statistische technieken in econometrie. Wiskundige statistiek (algemene werken en handboeken) --- Linear models (Statistics) --- Analyse des données --- Modèles linéaires généralisés --- Donnees categorielles --- Statistiek.
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