Advanced Linear Models

Theory and Applications
1. Auflage 1993
ISBN: 978-0-8247-9169-8
Verlag: Taylor & Francis Inc

Buch, Englisch, 554 Seiten, Format (B × H): 216 mm x 279 mm, Gewicht: 862 g

Reihe: Statistics: A Series of Textbooks and Monographs

This work details the statistical inference of linear models including parameter estimation, hypothesis testing, confidence intervals, and prediction. The authors discuss the application of statistical theories and methodologies to various linear models such as the linear regression model, the analysis of variance model, the analysis of covariance model, and the variance components model.

Autoren/Hrsg.

Wang, Song-gui

Chow, Shein-Chung

Fachgebiete

• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
• Mathematik | Informatik Mathematik Stochastik Wahrscheinlichkeitsrechnung

Inhaltsverzeichnis

Part 1 Preliminary results: matrix theory; multivariate normal and related distributions. Part 2 Statistical inferences; introduction to linear models; parameter estimation; statistical inferences. Part 3 Applications: linear regression models; analysis of variance models; analysis of covariance models; variance components models.

Über Autor(innen)

Chow, Shein-Chung