Bilinear Regression Analysis An Introduction /

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...

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Hlavný autor: von Rosen, Dietrich (Autor)
Médium: Elektronický zdroj E-kniha
Jazyk:English
Vydavateľské údaje: Cham : Springer International Publishing, 2018.
Vydanie:1st ed. 2018.
Edícia:Lecture Notes in Statistics, 220
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ISBN:9783319787848
ISSN:0930-0325 ;
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Obsah:
  • 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.