Plane answers to complex questions
the theory of linear models
2nd ed.
Our rough guess is there are 113,000 words in this book.
At a pace averaging 250 words per minute, this book will take 7 hours and 32 minutes to read. With a half hour per day, this will take 15 days to read.
How long will it take you?
This book will take an estimated to read at a reading speed averaging words per minute. With 30 minutes per day, this will take to read.
Enter your reading speedYou can take one of our WPM reading speed tests to find your reading speed.
Create a free account to track your reading progress, build your reading list, and set reading goals.
We earn a commission on purchases
Word Count
113,000 words, Guess
Page Count
452 pages
Identifiers
- Open LibraryOL22292835M
- ISBN-100387947671
- OCLC Control Number34906200
- OCLC Control Numberplaneanswerstoco0000chri
- Library of Congress Control Number96026090
and 1 more
- LibraryThing1037296
Classifications
- DDC519.5/35
- LCCQA279
Description
This textbook provides a wide-ranging introduction to the use of linear models in analyzing data. The author's emphasis is on providing a unified treatment of the analysis of variance models and regression models by presenting a vector space and projections approach to the subject. Every chapter comes with numerous exercises and examples which will make it ideal for a graduate-level course on this subject. All the standard topics are covered in depth: ANOVA, estimation, hypothesis testing, multiple comparison, regression analysis, experimental design. In addition this book covers topics which are not usually treated at this level, but which are important in their own right: testing for lack of fit, models with singular covariance matrices, variance component estimation, best linear prediction, collinearity, and variable selection. In this new edition, the author has added new examples, and discussions of Bayesian estimation, testing independence assumptions, and interblock analysis.
Subjects
Series Statement
- Springer texts in statistics
Other Editions
- Plane answers to complex questions: the theory of linear models
Show 4 more editions
Reader Reviews
No reviews yet for this book.
Be the first to share your thoughts!