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The Resource The book of R : a first course in programming and statistics, by Tilman M. Davies

The book of R : a first course in programming and statistics, by Tilman M. Davies

Label
The book of R : a first course in programming and statistics
Title
The book of R
Title remainder
a first course in programming and statistics
Statement of responsibility
by Tilman M. Davies
Creator
Author
Subject
Language
eng
Summary
"A beginner's guide to programming with R, the statistical programming language. Covers key programming techniques like manipulating data structures, reading data from a file, and writing functions. Introduces statistics topics like probability distributions, hypothesis testing, regression analysis, and statistical plots. Includes exercises throughout each chapter"--
Assigning source
Provided by publisher
Cataloging source
DLC
http://library.link/vocab/creatorName
Davies, Tilman M
Dewey number
519.50285
Index
index present
LC call number
QA76.73.R3
LC item number
D38 2016
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/subjectName
  • R (Computer program language)
  • Computer programming
  • Statistics
Label
The book of R : a first course in programming and statistics, by Tilman M. Davies
Instantiates
Publication
Copyright
Bibliography note
Includes bibliographical references (pages 761-765) 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
pt. I. The language. Getting started -- Numerics, arithmetic, assignment, and vectors -- Matrices and arrays -- Non-numeric values -- Lists and data frames -- Special values, classes, and coercion -- Basic plotting -- Reading and writing files -- pt. II. Programming. Calling functions -- Conditions and loops -- Writing functions -- Exceptions, timings, and visibility -- pt. III. Statistics and probability. Elementary statistics -- Basic data visualization -- Probability -- Common probability distributions -- pt. IV. Statistical testing and modeling. Sampling distributions and confidence -- Hypothesis testing -- Analysis of variance -- Simple linear regression -- Multiple linear regression -- Linear model selection and diagnostics -- pt. V. Advanced graphics. Advanced plot customization -- Going further with the grammar of graphics -- Defining colors and plotting in higher dimensions -- Interactive 3D plots -- Appendix A. Installing R and contributed packages -- Appendix B. Working with RStudio
Control code
ocn907161055
Dimensions
24 cm
Extent
xxxi, 792 pages
Isbn
9781593276515
Lccn
2015035305
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
System control number
  • (Sirsi) o907161055
  • (OCoLC)907161055
Label
The book of R : a first course in programming and statistics, by Tilman M. Davies
Publication
Copyright
Bibliography note
Includes bibliographical references (pages 761-765) 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
pt. I. The language. Getting started -- Numerics, arithmetic, assignment, and vectors -- Matrices and arrays -- Non-numeric values -- Lists and data frames -- Special values, classes, and coercion -- Basic plotting -- Reading and writing files -- pt. II. Programming. Calling functions -- Conditions and loops -- Writing functions -- Exceptions, timings, and visibility -- pt. III. Statistics and probability. Elementary statistics -- Basic data visualization -- Probability -- Common probability distributions -- pt. IV. Statistical testing and modeling. Sampling distributions and confidence -- Hypothesis testing -- Analysis of variance -- Simple linear regression -- Multiple linear regression -- Linear model selection and diagnostics -- pt. V. Advanced graphics. Advanced plot customization -- Going further with the grammar of graphics -- Defining colors and plotting in higher dimensions -- Interactive 3D plots -- Appendix A. Installing R and contributed packages -- Appendix B. Working with RStudio
Control code
ocn907161055
Dimensions
24 cm
Extent
xxxi, 792 pages
Isbn
9781593276515
Lccn
2015035305
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
System control number
  • (Sirsi) o907161055
  • (OCoLC)907161055

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      29.911273 -95.686197
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