The Resource Regression : linear models in statistics, N.H. Bingham, John M. Fry

Regression : linear models in statistics, N.H. Bingham, John M. Fry

Label
Regression : linear models in statistics
Title
Regression
Title remainder
linear models in statistics
Statement of responsibility
N.H. Bingham, John M. Fry
Creator
Contributor
Subject
Genre
Language
eng
Summary
"The Springer Undergraduate Mathematics Series (SUMS) is designed for undergraduates in the mathematical sciences. From core foundational material to final year topics, SUMS books take a fresh and modern approach and are ideal for self-study or for a one-or two-semester course. Each book includes numerous examples, problems and fully-worked solutions. N.H. Bingham. John M. Fry Regression" "Regression is the branch of Statistics in which a dependent variable of interest is modelled as a linear combination of one or more predictor variables, together with a random error. The subject is inherently two-or higher-dimensional, thus an understanding of Statistics in one dimension is essential." "Regression: Linear Models in Statistics fills the gap between introductory statistical theory and more specialist sources of information. In doing so, it provides the reader with a number of worked examples, and exercises with full solutions." "The book begins with simple linear regression (one predictor variable), and analysis of variance (ANOVA), and then further explores the area through inclusion of topics such as multiple linear regression (several predictor variables) and analysis of covariance (ANCOVA). The book concludes with special topics such as non-parametric regression and mixed models, time series, spatial processes and design of experiments." "Aimed at 2nd and 3rd year undergraduates studying Statistics, Regression: Linear Models in Statistics requires a basic knowledge of (one-dimensional) Statistics, as well as Probability and Standard Linear Algebra. Possible companions include John Haigh's Probability Models, and T.S. Blyth & E.F. Robertsons' Basic Linear Algebra and Further Linear Algebra."--Jacket
Member of
Cataloging source
UKM
http://library.link/vocab/creatorName
Bingham, N. H
Illustrations
illustrations
Index
index present
LC call number
QA278.2
LC item number
.B56 2010
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1980-
http://library.link/vocab/relatedWorkOrContributorName
Fry, John M.
Series statement
Springer undergraduate mathematics series,
http://library.link/vocab/subjectName
  • Regression analysis
  • Regression analysis
  • Regression
  • Lineares Regressionsmodell
Label
Regression : linear models in statistics, N.H. Bingham, John M. Fry
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Linear regression -- The Analysis of Variance (ANOVA) -- Multiple regression -- Further multilinear regression -- Adding additional covariates and the Analysis of Covariance -- Linear hypotheses -- Model checking and transformation of data -- Generalised linear models -- Other topics -- Solutions -- Dramatis personae : who did what when
Dimensions
24 cm.
Extent
xiii, 284 pages
Isbn
9781848829695
Isbn Type
(e-ISBN)
Lccn
2010935297
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
Publisher number
12637171
System control number
  • (OCoLC)449852100
  • (OCoLC)ocn449852100
Label
Regression : linear models in statistics, N.H. Bingham, John M. Fry
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Linear regression -- The Analysis of Variance (ANOVA) -- Multiple regression -- Further multilinear regression -- Adding additional covariates and the Analysis of Covariance -- Linear hypotheses -- Model checking and transformation of data -- Generalised linear models -- Other topics -- Solutions -- Dramatis personae : who did what when
Dimensions
24 cm.
Extent
xiii, 284 pages
Isbn
9781848829695
Isbn Type
(e-ISBN)
Lccn
2010935297
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
Publisher number
12637171
System control number
  • (OCoLC)449852100
  • (OCoLC)ocn449852100

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