The Resource Linear regression using R : an introduction to data modeling, David J Lilja

Linear regression using R : an introduction to data modeling, David J Lilja

Label
Linear regression using R : an introduction to data modeling
Title
Linear regression using R
Title remainder
an introduction to data modeling
Statement of responsibility
David J Lilja
Creator
Contributor
Provider
Subject
Genre
Language
eng
Summary
"Linear Regression Using R: An Introduction to Data Modeling presents one of the fundamental data modeling techniques in an informal tutorial style. Learn how to predict system outputs from measured data using a detailed step-by-step process to develop, train, and test reliable regression models. Key modeling and programming concepts are intuitively described using the R programming language. All of the necessary resources are freely available online."--Open Textbook Library
Cataloging source
COF
http://library.link/vocab/creatorName
Lilja, David J
LC call number
QA276.45.R3
LC item number
L55eb
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Open Textbook Library
http://library.link/vocab/subjectName
  • Mathematical statistics
  • R (Computer program language)
  • Statistics as Topic
  • Programming Languages
  • Statistische Analyse
  • MATHEMATICS
  • MATHEMATICS
  • Mathematical statistics
  • R (Computer program language)
  • R (Programm)
  • Statistische Analyse
  • Matematisk statistik
  • Statistisk metod
Label
Linear regression using R : an introduction to data modeling, David J Lilja
Instantiates
Publication
Distribution
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier.
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent.
Contents
1. Introduction -- 2. Understand Your Data -- 3. One-Factor Regression -- 4. Multi-factor Regression -- 5. Predicting Responses -- 6. Reading Data into the R Environment -- 7. Summary -- 8. A Few Things to Try Next
Dimensions
unknown
Extent
1 online resource
Form of item
online
Isbn
9781946135001
Media category
computer
Media MARC source
rdamedia.
Media type code
  • c
Other physical details
illustrations.
Publication frequency
Updated irregularly.
Specific material designation
remote
System control number
  • (OCoLC)961480291
  • (OCoLC)ocn961480291
Label
Linear regression using R : an introduction to data modeling, David J Lilja
Publication
Distribution
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier.
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent.
Contents
1. Introduction -- 2. Understand Your Data -- 3. One-Factor Regression -- 4. Multi-factor Regression -- 5. Predicting Responses -- 6. Reading Data into the R Environment -- 7. Summary -- 8. A Few Things to Try Next
Dimensions
unknown
Extent
1 online resource
Form of item
online
Isbn
9781946135001
Media category
computer
Media MARC source
rdamedia.
Media type code
  • c
Other physical details
illustrations.
Publication frequency
Updated irregularly.
Specific material designation
remote
System control number
  • (OCoLC)961480291
  • (OCoLC)ocn961480291

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