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This book presents the latest findings on statistical inference in
multivariate, multilinear and mixed linear models, providing a
holistic presentation of the subject. It contains pioneering and
carefully selected review contributions by experts in the field and
guides the reader through topics related to estimation and testing
of multivariate and mixed linear model parameters. Starting with
the theory of multivariate distributions, covering identification
and testing of covariance structures and means under various
multivariate models, it goes on to discuss estimation in mixed
linear models and their transformations. The results presented
originate from the work of the research group Multivariate and
Mixed Linear Models and their meetings held at the Mathematical
Research and Conference Center in Bedlewo, Poland, over the last 10
years. Featuring an extensive bibliography of related publications,
the book is intended for PhD students and researchers in modern
statistical science who are interested in multivariate and mixed
linear models.
This book presents the latest findings on statistical inference in
multivariate, multilinear and mixed linear models, providing a
holistic presentation of the subject. It contains pioneering and
carefully selected review contributions by experts in the field and
guides the reader through topics related to estimation and testing
of multivariate and mixed linear model parameters. Starting with
the theory of multivariate distributions, covering identification
and testing of covariance structures and means under various
multivariate models, it goes on to discuss estimation in mixed
linear models and their transformations. The results presented
originate from the work of the research group Multivariate and
Mixed Linear Models and their meetings held at the Mathematical
Research and Conference Center in Bedlewo, Poland, over the last 10
years. Featuring an extensive bibliography of related publications,
the book is intended for PhD students and researchers in modern
statistical science who are interested in multivariate and mixed
linear models.
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