Plane Answers to Complex Questions

The Theory of Linear Models

Ronald Christensen (Autor)

Buch | Hardcover

470 Seiten

1996 | 2nd Revised edition
Springer-Verlag New York Inc.
978-0-387-94767-9 (ISBN)

Infos

Providing a wide-ranging introduction to the use of linear models in analyzing data, this text presents a vector space and projections approach to the subject. The topics covered include ANOVA, estimation, hypothesis testing, multiple comparison, regression analysis, and experimental design. Also covered are: testing for lack of fit; models with singular covariance matrices; variance component estimation; best linear prediction; colinearity; and variable selection.

Produkt-Details

• Reihe/Serie: Springer Texts in Statistics
• Zusatzinfo: 34 figures
• Verlagsort: New York, NY
• Sprache: englisch
• Einbandart: gebunden
• Themenwelt: Mathematik / Informatik ► Mathematik ► Algebra
• Themenwelt: Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
• ISBN-10: 0-387-94767-1 / 0387947671
• ISBN-13: 978-0-387-94767-9 / 9780387947679
• Zustand: Neuware