Bilinear Regression Analysis An Introduction /

• Κύριος συγγραφέας: von Rosen, Dietrich (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: Lecture Notes in Statistics, 220
• Θέματα: Statistics .; Matrix theory.; Algebra.; Statistical Theory and Methods.; Linear and Multilinear Algebras, Matrix Theory.; Statistics for Life Sciences, Medicine, Health Sciences.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

This book expands on the classical statistical multivariate analysis theory by focusing on bilinear regression models, a class of models comprising the classical growth curve model and its extensions. In order to analyze the bilinear regression models in an interpretable way, concepts from linear mo...

Πίνακας περιεχομένων:

• Preface
• Introduction
• The Basic Ideas of Obtaining MLEs: A Known Dispersion
• The Basic Ideas of Obtaining MLEs: Unknown Dispersion
• Basic Properties of Estimators
• Density Approximations
• Residuals
• Testing Hypotheses
• Influential Observations
• Appendices
• Indices.