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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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"Mixed modeling is one of the most promising and exciting areas of statistical analysis, enabling the analysis of nontraditional, clustered data that may come in the form of shapes or images. This book provides in-depth mathematical coverage of mixed models' statistical properties and numerical algorithms, as well as applications such as the analysis of tumor regrowth, shape, and image. The new edition includes significant updating, over 300 exercises, stimulating chapter projects and model simulations, inclusion of R subroutines, and a revised text format. The target audience continues to be graduate students and researchers. An author-maintained web site is available with solutions to exercises and a compendium of relevant data sets"--
Analysis of variance --- Mathematics --- ANOVA (Analysis of variance) --- Variance analysis --- Mathematical statistics --- Experimental design
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Mathematical statistics --- Statistics --- R (Computer program language) --- Data processing --- Data processing
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