Bilinear Regression Analysis, 1st ed. 2018 An Introduction Lecture Notes in Statistics Series, Vol. 220
Auteur : von Rosen Dietrich
Dietrich von Rosen is a professor at the Department of Energy and Technology at the Swedish University of Agricultural Sciences. He graduated in mathematical statistics from Stockholm University, Sweden. His main research interest is multivariate analysis and its extensions, including repeated measurements analysis and high-dimensional analysis. He has published more than 100 papers, the majority of which are within the above areas, as well as a book on advanced multivariate statistics and matrices in collaboration with Tõnu Kollo, professor of mathematical statistics at the University of Tartu, Estonia.
Presents results for bilinear regression models and their connection to classical statistical multivariate analysis
Sheds new light on the notion of linear and bilinear multivariate models
Includes both advanced theory and results for the validation of models for applied data analysis
Employs examples, plots for tensor products and analyzed data sets to facilitate understanding
Date de parution : 08-2018
Ouvrage de 468 p.
15.5x23.5 cm
Thèmes de Bilinear Regression Analysis :
Mots-clés :
62H12, 62H15, 62H99, 62J20, 15A69, 15A03, 15A63, Bilinear regression analysis, Growth curve model, Generalised growth curve model, Influence analysis, Likelihood ratio testing, Maximum likelihood estimation, Residual analysis, Multivariate statistical analysis, Influential observation analysis, matrix theory