عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9781441929402
(Number (ISBN
9781475738476
NATIONAL BIBLIOGRAPHY NUMBER
Number
dltt
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Advanced Linear Modeling
General Material Designation
[Book]
Other Title Information
Multivariate, Time Series, and Spatial Data; Nonparametric Regression and Response Surface Maximization /
First Statement of Responsibility
by Ronald Christensen.
EDITION STATEMENT
Edition Statement
Second Edition.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New York, NY :
Name of Publisher, Distributor, etc.
Imprint: Springer,
Date of Publication, Distribution, etc.
2001.
SERIES
Series Title
Springer Texts in Statistics,
ISSN of Series
1431-875X
CONTENTS NOTE
Text of Note
1 Multivariate Linear Models -- 2 Discrimination and Allocation -- 3 Principal Components and Factor Analysis -- 4 Frequency Analysis of Time Series -- 5 Time Domain Analysis -- 6 Linear Models for Spatial Data: Kriging -- 7 Nonparametric Regression -- 8 Response Surface Maximization -- References -- Author Index.
0
SUMMARY OR ABSTRACT
Text of Note
This is the second edition of Linear Models for Multivariate, Time Series and Spatial Data. It has a new title to indicate that it contains much new material. The primary changes are the addition of two new chapters: one on nonparametric regression and one on response surface maximization. As before, the presentations focus on the linear model aspects of the subject. For example, in the nonparametric regression chapter there is very little about kernal regression estimation but quite a bit about series approxi mations, splines, and regression trees, all of which can be viewed as linear modeling. The new edition also includes various smaller changes. Of particular note are a subsection in Chapter 1 on modeling longitudinal (repeated measures) data and a section in Chapter 6 on covariance structures for spatial lattice data. I would like to thank Dale Zimmerman for the suggestion of incor porating material on spatial lattices. Another change is that the subject index is now entirely alphabetical.
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9781441929402
PIECE
Title
Springer eBooks
TOPICAL NAME USED AS SUBJECT
Mathematical statistics.
Statistics.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Christensen, Ronald.
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
SpringerLink (Online service)
ORIGINATING SOURCE
Date of Transaction
20190301073300.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
