Shortcuts
Top of page (Alt+0)
Page content (Alt+9)
Page menu (Alt+8)
Your browser does not support javascript, some WebOpac functionallity will not be available.
.
Default
.
PageMenu
-
Main Menu
-
Simple Search
.
Advanced Search
.
Journal Search
.
Refine Search Results
.
Preferences
.
Search Menu
Simple Search
.
Advanced Search
.
New Items Search
.
Journal Search
.
Refine Search Results
.
Bottom Menu
Help
Italian
.
English
.
German
.
New Item Menu
New Items Search
.
New Items List
.
Links
SISSA Library
.
ICTP library
.
Italian National web catalog (SBN)
.
Trieste University web catalog
.
Udine University web catalog
.
© LIBERO v6.4.1sp220816
Page content
You are here
:
Catalogue Display
Catalogue Display
Plane Answers to Complex Questions: The Theory of Linear Models
.
Bookmark this Record
Catalogue Record 42377
.
.
Author info on Wikipedia
.
.
LibraryThing
.
.
Google Books
.
.
Amazon Books
.
Catalogue Information
Catalogue Record 42377
.
Reviews
Catalogue Record 42377
.
British Library
Resolver for RSN-42377
Google Scholar
Resolver for RSN-42377
WorldCat
Resolver for RSN-42377
Catalogo Nazionale SBN
Resolver for RSN-42377
GoogleBooks
Resolver for RSN-42377
ICTP Library
Resolver for RSN-42377
.
Share Link
Jump to link
Catalogue Information
Field name
Details
Dewey Class
519
Title
Plane Answers to Complex Questions ([EBook] :) : The Theory of Linear Models / / by Ronald Christensen.
Author
Christensen, Ronald
Other name(s)
SpringerLink (Online service)
Publication
New York, NY : : Springer New York : : Imprint: Springer, , 1987.
Physical Details
XIV, 380 p. : online resource.
Series
Springer Texts in Statistics
1431-875X
ISBN
9781475719512
Summary Note
This book was written to rigorously illustrate the practical application of the projective approach to linear models. To some, this may seem contradictory. I contend that it is possible to be both rigorous and illustrative and that it is possible to use the projective approach in practical applications. Therefore, unlike many other books on linear models, the use of projections and sub spaces does not stop after the general theory. They are used wherever I could figure out how to do it. Solving normal equations and using calculus (outside of maximum likelihood theory) are anathema to me. This is because I do not believe that they contribute to the understanding of linear models. I have similar feelings about the use of side conditions. Such topics are mentioned when appropriate and thenceforward avoided like the plague. On the other side of the coin, I just as strenuously reject teaching linear models with a coordinate free approach. Although Joe Eaton assures me that the issues in complicated problems frequently become clearer when considered free of coordinate systems, my experience is that too many people never make the jump from coordinate free theory back to practical applications. I think that coordinate free theory is better tackled after mastering linear models from some other approach. In particular, I think it would be very easy to pick up the coordinate free approach after learning the material in this book. See Eaton (1983) for an excellent exposition of the coordinate free approach.:
Contents note
I. Introduction -- II. Estimation -- III. Testing Hypotheses -- IV. One-Way ANOVA -- V. Multiple Comparison Techniques -- VI. Regression Analysis -- VII. Multifactor Analysis of Variance -- VIII. Experimental Design Models -- IX. Analysis of Covariance -- X. Estimation and Testing in a General Gauss-Markov Model -- XI. Split Plot Models -- XII. Mixed Models and Variance Components -- XIII. The Analysis of Residuals and Influential Observations in Regression -- XIV. Additional Topics in Regression: Variable Selection and Collinearity -- XV. Maximum Likelihood Theory for Log-Linear Models -- Appendix A: Vector Spaces -- Appendix B: Matrices -- Appendix C: Some Univariate Distributions -- Appendix D: Multivariate Distributions -- Appendix E: Tests and Confidence Intervals for Some One Parameter Problems -- Appendix F: Approximate Methods for Unbalanced ANOVA’s -- Appendix G: Randomization Theory Models -- References -- Author Index.
System details note
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site
http://dx.doi.org/10.1007/978-1-4757-1951-2
Links to Related Works
Subject References:
Applications of Mathematics
.
Applied mathematics
.
Engineering mathematics
.
Mathematics
.
Authors:
Christensen, Ronald
.
Corporate Authors:
SpringerLink (Online service)
.
Series:
Springer Texts in Statistics
.
Classification:
519
.
519.5
.
.
ISBD Display
Catalogue Record 42377
.
Tag Display
Catalogue Record 42377
.
Related Works
Catalogue Record 42377
.
Marc XML
Catalogue Record 42377
.
Add Title to Basket
Catalogue Record 42377
.
Catalogue Information 42377
Beginning of record
.
Catalogue Information 42377
Top of page
.
Download Title
Catalogue Record 42377
Export
This Record
As
Labelled Format
Bibliographic Format
ISBD Format
MARC Format
MARC Binary Format
MARCXML Format
User-Defined Format:
Title
Author
Series
Publication Details
Subject
To
File
Email
Reviews
This item has not been rated.
Add a Review and/or Rating
42377
1
42377
-
2
42377
-
3
42377
-
4
42377
-
5
42377
-
Quick Search
Search for