Version: 1.6.6, Date: 2024-5-20
Built using Shiny by Rstudio. The full source code is available on GitHub
To cite package 'radiant' in publications use:
Nijs V (2024). _radiant: Business Analytics using R and Shiny_. R
package version 1.6.6, <https://CRAN.R-project.org/package=radiant>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {radiant: Business Analytics using R and Shiny},
author = {Vincent Nijs},
year = {2024},
note = {R package version 1.6.6},
url = {https://CRAN.R-project.org/package=radiant},
}
To cite package 'radiant' in publications use:
Nijs V (2024). _radiant: Business Analytics using R and Shiny_. R
package version 1.6.6, <https://CRAN.R-project.org/package=radiant>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {radiant: Business Analytics using R and Shiny},
author = {Vincent Nijs},
year = {2024},
note = {R package version 1.6.6},
url = {https://CRAN.R-project.org/package=radiant},
}
To cite package 'radiant.data' in publications use:
Nijs V, von Hertzen N (2024). _radiant.data: Data Menu for Radiant:
Business Analytics using R and Shiny_. R package version 1.6.6,
https://radiant-rstats.github.io/radiant.data/,
https://radiant-rstats.github.io/docs/,
<https://github.com/radiant-rstats/radiant.data/>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {radiant.data: Data Menu for Radiant: Business Analytics using R and Shiny},
author = {Vincent Nijs and Niklas {von Hertzen}},
year = {2024},
note = {R package version 1.6.6,
https://radiant-rstats.github.io/radiant.data/,
https://radiant-rstats.github.io/docs/},
url = {https://github.com/radiant-rstats/radiant.data/},
}
To cite package 'radiant.design' in publications use:
Nijs V (2024). _radiant.design: Design Menu for Radiant: Business
Analytics using R and Shiny_. R package version 1.6.6,
<https://CRAN.R-project.org/package=radiant.design>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {radiant.design: Design Menu for Radiant: Business Analytics using R and Shiny},
author = {Vincent Nijs},
year = {2024},
note = {R package version 1.6.6},
url = {https://CRAN.R-project.org/package=radiant.design},
}
To cite package 'radiant.basics' in publications use:
Nijs V (2024). _radiant.basics: Basics Menu for Radiant: Business
Analytics using R and Shiny_. R package version 1.6.6,
<https://CRAN.R-project.org/package=radiant.basics>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {radiant.basics: Basics Menu for Radiant: Business Analytics using R and Shiny},
author = {Vincent Nijs},
year = {2024},
note = {R package version 1.6.6},
url = {https://CRAN.R-project.org/package=radiant.basics},
}
To cite package 'radiant.model' in publications use:
Nijs V (2024). _radiant.model: Model Menu for Radiant: Business
Analytics using R and Shiny_. R package version 1.6.6,
<https://CRAN.R-project.org/package=radiant.model>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {radiant.model: Model Menu for Radiant: Business Analytics using R and Shiny},
author = {Vincent Nijs},
year = {2024},
note = {R package version 1.6.6},
url = {https://CRAN.R-project.org/package=radiant.model},
}
To cite package 'radiant.multivariate' in publications use:
Nijs V (2024). _radiant.multivariate: Multivariate Menu for Radiant:
Business Analytics using R and Shiny_. R package version 1.6.6,
<https://CRAN.R-project.org/package=radiant.multivariate>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {radiant.multivariate: Multivariate Menu for Radiant: Business Analytics using R and
Shiny},
author = {Vincent Nijs},
year = {2024},
note = {R package version 1.6.6},
url = {https://CRAN.R-project.org/package=radiant.multivariate},
}
To cite package 'shiny' in publications use:
Chang W, Cheng J, Allaire J, Sievert C, Schloerke B, Xie Y, Allen J,
McPherson J, Dipert A, Borges B (2024). _shiny: Web Application
Framework for R_. R package version 1.9.1,
<https://CRAN.R-project.org/package=shiny>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {shiny: Web Application Framework for R},
author = {Winston Chang and Joe Cheng and JJ Allaire and Carson Sievert and Barret Schloerke and Yihui Xie and Jeff Allen and Jonathan McPherson and Alan Dipert and Barbara Borges},
year = {2024},
note = {R package version 1.9.1},
url = {https://CRAN.R-project.org/package=shiny},
}
To cite package 'import' in publications use:
Bache S, Torfason M (2024). _import: An Import Mechanism for R_. R
package version 1.3.2, <https://CRAN.R-project.org/package=import>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {import: An Import Mechanism for R},
author = {Stefan Milton Bache and Magnus Thor Torfason},
year = {2024},
note = {R package version 1.3.2},
url = {https://CRAN.R-project.org/package=import},
}
To cite ggplot2 in publications, please use
H. Wickham. ggplot2: Elegant Graphics for Data Analysis.
Springer-Verlag New York, 2016.
A BibTeX entry for LaTeX users is
@Book{,
author = {Hadley Wickham},
title = {ggplot2: Elegant Graphics for Data Analysis},
publisher = {Springer-Verlag New York},
year = {2016},
isbn = {978-3-319-24277-4},
url = {https://ggplot2.tidyverse.org},
}
To cite package 'scales' in publications use:
Wickham H, Pedersen T, Seidel D (2023). _scales: Scale Functions for
Visualization_. R package version 1.3.0,
<https://CRAN.R-project.org/package=scales>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {scales: Scale Functions for Visualization},
author = {Hadley Wickham and Thomas Lin Pedersen and Dana Seidel},
year = {2023},
note = {R package version 1.3.0},
url = {https://CRAN.R-project.org/package=scales},
}
To cite package 'dplyr' in publications use:
Wickham H, François R, Henry L, Müller K, Vaughan D (2023). _dplyr: A
Grammar of Data Manipulation_. R package version 1.1.4,
<https://CRAN.R-project.org/package=dplyr>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {dplyr: A Grammar of Data Manipulation},
author = {Hadley Wickham and Romain François and Lionel Henry and Kirill Müller and Davis Vaughan},
year = {2023},
note = {R package version 1.1.4},
url = {https://CRAN.R-project.org/package=dplyr},
}
To cite package 'tidyr' in publications use:
Wickham H, Vaughan D, Girlich M (2024). _tidyr: Tidy Messy Data_. R
package version 1.3.1, <https://CRAN.R-project.org/package=tidyr>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {tidyr: Tidy Messy Data},
author = {Hadley Wickham and Davis Vaughan and Maximilian Girlich},
year = {2024},
note = {R package version 1.3.1},
url = {https://CRAN.R-project.org/package=tidyr},
}
To cite package 'magrittr' in publications use:
Bache S, Wickham H (2022). _magrittr: A Forward-Pipe Operator for R_.
R package version 2.0.3,
<https://CRAN.R-project.org/package=magrittr>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {magrittr: A Forward-Pipe Operator for R},
author = {Stefan Milton Bache and Hadley Wickham},
year = {2022},
note = {R package version 2.0.3},
url = {https://CRAN.R-project.org/package=magrittr},
}
To cite package 'psych' in publications use:
William Revelle (2024). _psych: Procedures for Psychological,
Psychometric, and Personality Research_. Northwestern University,
Evanston, Illinois. R package version 2.4.6,
<https://CRAN.R-project.org/package=psych>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {psych: Procedures for Psychological, Psychometric, and Personality Research},
author = {{William Revelle}},
organization = {Northwestern University},
address = {Evanston, Illinois},
year = {2024},
note = {R package version 2.4.6},
url = {https://CRAN.R-project.org/package=psych},
}
To cite lubridate in publications use:
Garrett Grolemund, Hadley Wickham (2011). Dates and Times Made Easy
with lubridate. Journal of Statistical Software, 40(3), 1-25. URL
https://www.jstatsoft.org/v40/i03/.
A BibTeX entry for LaTeX users is
@Article{,
title = {Dates and Times Made Easy with {lubridate}},
author = {Garrett Grolemund and Hadley Wickham},
journal = {Journal of Statistical Software},
year = {2011},
volume = {40},
number = {3},
pages = {1--25},
url = {https://www.jstatsoft.org/v40/i03/},
}
To cite package 'polycor' in publications use:
Fox J (2022). _polycor: Polychoric and Polyserial Correlations_. R
package version 0.8-1, <https://CRAN.R-project.org/package=polycor>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {polycor: Polychoric and Polyserial Correlations},
author = {John Fox},
year = {2022},
note = {R package version 0.8-1},
url = {https://CRAN.R-project.org/package=polycor},
}
To cite package 'patchwork' in publications use:
Pedersen T (2024). _patchwork: The Composer of Plots_. R package
version 1.2.0, <https://CRAN.R-project.org/package=patchwork>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {patchwork: The Composer of Plots},
author = {Thomas Lin Pedersen},
year = {2024},
note = {R package version 1.2.0},
url = {https://CRAN.R-project.org/package=patchwork},
}
To cite package 'tibble' in publications use:
Müller K, Wickham H (2023). _tibble: Simple Data Frames_. R package
version 3.2.1, <https://CRAN.R-project.org/package=tibble>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {tibble: Simple Data Frames},
author = {Kirill Müller and Hadley Wickham},
year = {2023},
note = {R package version 3.2.1},
url = {https://CRAN.R-project.org/package=tibble},
}
To cite package 'rlang' in publications use:
Henry L, Wickham H (2024). _rlang: Functions for Base Types and Core
R and 'Tidyverse' Features_. R package version 1.1.4,
<https://CRAN.R-project.org/package=rlang>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {rlang: Functions for Base Types and Core R and 'Tidyverse' Features},
author = {Lionel Henry and Hadley Wickham},
year = {2024},
note = {R package version 1.1.4},
url = {https://CRAN.R-project.org/package=rlang},
}
To cite package 'broom' in publications use:
Robinson D, Hayes A, Couch S (2024). _broom: Convert Statistical
Objects into Tidy Tibbles_. R package version 1.0.6,
<https://CRAN.R-project.org/package=broom>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {broom: Convert Statistical Objects into Tidy Tibbles},
author = {David Robinson and Alex Hayes and Simon Couch},
year = {2024},
note = {R package version 1.0.6},
url = {https://CRAN.R-project.org/package=broom},
}
To cite the car package in publications use:
Fox J, Weisberg S (2019). _An R Companion to Applied Regression_,
Third edition. Sage, Thousand Oaks CA.
<https://socialsciences.mcmaster.ca/jfox/Books/Companion/>.
A BibTeX entry for LaTeX users is
@Book{,
title = {An {R} Companion to Applied Regression},
edition = {Third},
author = {John Fox and Sanford Weisberg},
year = {2019},
publisher = {Sage},
address = {Thousand Oaks {CA}},
url = {https://socialsciences.mcmaster.ca/jfox/Books/Companion/},
}
To cite package 'knitr' in publications use:
Xie Y (2024). _knitr: A General-Purpose Package for Dynamic Report
Generation in R_. R package version 1.48, <https://yihui.org/knitr/>.
Yihui Xie (2015) Dynamic Documents with R and knitr. 2nd edition.
Chapman and Hall/CRC. ISBN 978-1498716963
Yihui Xie (2014) knitr: A Comprehensive Tool for Reproducible
Research in R. In Victoria Stodden, Friedrich Leisch and Roger D.
Peng, editors, Implementing Reproducible Computational Research.
Chapman and Hall/CRC. ISBN 978-1466561595
To see these entries in BibTeX format, use 'print(<citation>,
bibtex=TRUE)', 'toBibtex(.)', or set
'options(citation.bibtex.max=999)'.
To cite package 'markdown' in publications use:
Xie Y, Allaire J, Horner J (2024). _markdown: Render Markdown with
'commonmark'_. R package version 1.13,
<https://CRAN.R-project.org/package=markdown>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {markdown: Render Markdown with 'commonmark'},
author = {Yihui Xie and JJ Allaire and Jeffrey Horner},
year = {2024},
note = {R package version 1.13},
url = {https://CRAN.R-project.org/package=markdown},
}
To cite package 'rmarkdown' in publications use:
Allaire J, Xie Y, Dervieux C, McPherson J, Luraschi J, Ushey K,
Atkins A, Wickham H, Cheng J, Chang W, Iannone R (2024). _rmarkdown:
Dynamic Documents for R_. R package version 2.28,
<https://github.com/rstudio/rmarkdown>.
Xie Y, Allaire J, Grolemund G (2018). _R Markdown: The Definitive
Guide_. Chapman and Hall/CRC, Boca Raton, Florida. ISBN
9781138359338, <https://bookdown.org/yihui/rmarkdown>.
Xie Y, Dervieux C, Riederer E (2020). _R Markdown Cookbook_. Chapman
and Hall/CRC, Boca Raton, Florida. ISBN 9780367563837,
<https://bookdown.org/yihui/rmarkdown-cookbook>.
To see these entries in BibTeX format, use 'print(<citation>,
bibtex=TRUE)', 'toBibtex(.)', or set
'options(citation.bibtex.max=999)'.
To cite jsonlite in publications use:
Ooms J (2014). "The jsonlite Package: A Practical and Consistent
Mapping Between JSON Data and R Objects." _arXiv:1403.2805
[stat.CO]_. <https://arxiv.org/abs/1403.2805>.
A BibTeX entry for LaTeX users is
@Article{,
title = {The jsonlite Package: A Practical and Consistent Mapping Between JSON Data and R Objects},
author = {Jeroen Ooms},
journal = {arXiv:1403.2805 [stat.CO]},
year = {2014},
url = {https://arxiv.org/abs/1403.2805},
}
To cite package 'shinyAce' in publications use:
Nijs V, Fang F, Trestle Technology, LLC, Allen J (2022). _shinyAce:
Ace Editor Bindings for Shiny_. R package version 0.4.2,
<https://CRAN.R-project.org/package=shinyAce>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {shinyAce: Ace Editor Bindings for Shiny},
author = {Vincent Nijs and Forest Fang and {Trestle Technology, LLC} and Jeff Allen},
year = {2022},
note = {R package version 0.4.2},
url = {https://CRAN.R-project.org/package=shinyAce},
}
To cite package 'DT' in publications use:
Xie Y, Cheng J, Tan X (2024). _DT: A Wrapper of the JavaScript
Library 'DataTables'_. R package version 0.33,
<https://CRAN.R-project.org/package=DT>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {DT: A Wrapper of the JavaScript Library 'DataTables'},
author = {Yihui Xie and Joe Cheng and Xianying Tan},
year = {2024},
note = {R package version 0.33},
url = {https://CRAN.R-project.org/package=DT},
}
To cite package 'readr' in publications use:
Wickham H, Hester J, Bryan J (2024). _readr: Read Rectangular Text
Data_. R package version 2.1.5,
<https://CRAN.R-project.org/package=readr>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {readr: Read Rectangular Text Data},
author = {Hadley Wickham and Jim Hester and Jennifer Bryan},
year = {2024},
note = {R package version 2.1.5},
url = {https://CRAN.R-project.org/package=readr},
}
To cite package 'readxl' in publications use:
Wickham H, Bryan J (2023). _readxl: Read Excel Files_. R package
version 1.4.3, <https://CRAN.R-project.org/package=readxl>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {readxl: Read Excel Files},
author = {Hadley Wickham and Jennifer Bryan},
year = {2023},
note = {R package version 1.4.3},
url = {https://CRAN.R-project.org/package=readxl},
}
To cite package 'writexl' in publications use:
Ooms J (2024). _writexl: Export Data Frames to Excel 'xlsx' Format_.
R package version 1.5.0,
<https://CRAN.R-project.org/package=writexl>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {writexl: Export Data Frames to Excel 'xlsx' Format},
author = {Jeroen Ooms},
year = {2024},
note = {R package version 1.5.0},
url = {https://CRAN.R-project.org/package=writexl},
}
To cite package 'curl' in publications use:
Ooms J (2024). _curl: A Modern and Flexible Web Client for R_. R
package version 5.2.2, <https://CRAN.R-project.org/package=curl>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {curl: A Modern and Flexible Web Client for R},
author = {Jeroen Ooms},
year = {2024},
note = {R package version 5.2.2},
url = {https://CRAN.R-project.org/package=curl},
}
To cite package 'rstudioapi' in publications use:
Ushey K, Allaire J, Wickham H, Ritchie G (2024). _rstudioapi: Safely
Access the RStudio API_. R package version 0.16.0,
<https://CRAN.R-project.org/package=rstudioapi>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {rstudioapi: Safely Access the RStudio API},
author = {Kevin Ushey and JJ Allaire and Hadley Wickham and Gary Ritchie},
year = {2024},
note = {R package version 0.16.0},
url = {https://CRAN.R-project.org/package=rstudioapi},
}
To cite package 'plotly' in publications use:
C. Sievert. Interactive Web-Based Data Visualization with R, plotly,
and shiny. Chapman and Hall/CRC Florida, 2020.
A BibTeX entry for LaTeX users is
@Book{,
author = {Carson Sievert},
title = {Interactive Web-Based Data Visualization with R, plotly, and shiny},
publisher = {Chapman and Hall/CRC},
year = {2020},
isbn = {9781138331457},
url = {https://plotly-r.com},
}
To cite package 'glue' in publications use:
Hester J, Bryan J (2024). _glue: Interpreted String Literals_. R
package version 1.7.0, <https://CRAN.R-project.org/package=glue>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {glue: Interpreted String Literals},
author = {Jim Hester and Jennifer Bryan},
year = {2024},
note = {R package version 1.7.0},
url = {https://CRAN.R-project.org/package=glue},
}
To cite package 'shinyFiles' in publications use:
Pedersen T, Nijs V, Schaffner T, Nantz E (2022). _shinyFiles: A
Server-Side File System Viewer for Shiny_. R package version 0.9.3,
<https://CRAN.R-project.org/package=shinyFiles>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {shinyFiles: A Server-Side File System Viewer for Shiny},
author = {Thomas Lin Pedersen and Vincent Nijs and Thomas Schaffner and Eric Nantz},
year = {2022},
note = {R package version 0.9.3},
url = {https://CRAN.R-project.org/package=shinyFiles},
}
To cite stringi in publications, use:
Gagolewski M (2022). "stringi: Fast and portable character string
processing in R." _Journal of Statistical Software_, *103*(2), 1-59.
doi:10.18637/jss.v103.i02 <https://doi.org/10.18637/jss.v103.i02>.
A BibTeX entry for LaTeX users is
@Article{,
title = {{stringi}: {F}ast and portable character string processing in {R}},
author = {Marek Gagolewski},
journal = {Journal of Statistical Software},
year = {2022},
volume = {103},
number = {2},
pages = {1--59},
doi = {10.18637/jss.v103.i02},
}
To cite package 'randomizr' in publications use:
Coppock A (2023). _randomizr: Easy-to-Use Tools for Common Forms of
Random Assignment and Sampling_. R package version 1.0.0,
<https://CRAN.R-project.org/package=randomizr>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {randomizr: Easy-to-Use Tools for Common Forms of Random Assignment and
Sampling},
author = {Alexander Coppock},
year = {2023},
note = {R package version 1.0.0},
url = {https://CRAN.R-project.org/package=randomizr},
}
To cite the MASS package in publications use:
Venables, W. N. & Ripley, B. D. (2002) Modern Applied Statistics with
S. Fourth Edition. Springer, New York. ISBN 0-387-95457-0
A BibTeX entry for LaTeX users is
@Book{,
title = {Modern Applied Statistics with S},
author = {W. N. Venables and B. D. Ripley},
publisher = {Springer},
edition = {Fourth},
address = {New York},
year = {2002},
note = {ISBN 0-387-95457-0},
url = {https://www.stats.ox.ac.uk/pub/MASS4/},
}
To cite package 'base64enc' in publications use:
Urbanek S (2015). _base64enc: Tools for base64 encoding_. R package
version 0.1-3, <https://CRAN.R-project.org/package=base64enc>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {base64enc: Tools for base64 encoding},
author = {Simon Urbanek},
year = {2015},
note = {R package version 0.1-3},
url = {https://CRAN.R-project.org/package=base64enc},
}
ATTENTION: This citation information has been auto-generated from the
package DESCRIPTION file and may need manual editing, see
'help("citation")'.
To cite package 'mvtnorm' in publications use:
Genz A, Bretz F (2009). _Computation of Multivariate Normal and t
Probabilities_, series Lecture Notes in Statistics. Springer-Verlag,
Heidelberg. ISBN 978-3-642-01688-2.
A BibTeX entry for LaTeX users is
@Book{,
title = {Computation of Multivariate Normal and t Probabilities},
author = {Alan Genz and Frank Bretz},
series = {Lecture Notes in Statistics},
year = {2009},
publisher = {Springer-Verlag},
address = {Heidelberg},
isbn = {978-3-642-01688-2},
}
To cite package 'AlgDesign' in publications use:
Wheeler B (2022). _AlgDesign: Algorithmic Experimental Design_. R
package version 1.2.1,
<https://CRAN.R-project.org/package=AlgDesign>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {AlgDesign: Algorithmic Experimental Design},
author = {Bob Wheeler},
year = {2022},
note = {R package version 1.2.1},
url = {https://CRAN.R-project.org/package=AlgDesign},
}
ATTENTION: This citation information has been auto-generated from the
package DESCRIPTION file and may need manual editing, see
'help("citation")'.
To cite package 'pwr' in publications use:
Champely S (2020). _pwr: Basic Functions for Power Analysis_. R
package version 1.3-0, <https://CRAN.R-project.org/package=pwr>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {pwr: Basic Functions for Power Analysis},
author = {Stephane Champely},
year = {2020},
note = {R package version 1.3-0},
url = {https://CRAN.R-project.org/package=pwr},
}
To cite the nnet package in publications use:
Venables, W. N. & Ripley, B. D. (2002) Modern Applied Statistics with
S. Fourth Edition. Springer, New York. ISBN 0-387-95457-0
A BibTeX entry for LaTeX users is
@Book{,
title = {Modern Applied Statistics with S},
author = {W. N. Venables and B. D. Ripley},
publisher = {Springer},
edition = {Fourth},
address = {New York},
year = {2002},
note = {ISBN 0-387-95457-0},
url = {https://www.stats.ox.ac.uk/pub/MASS4/},
}
To cite NeuralNetTools in publications use:
Beck MW (2018). "NeuralNetTools: Visualization and Analysis Tools for
Neural Networks." _Journal of Statistical Software_, *85*(11), 1-20.
doi:10.18637/jss.v085.i11 <https://doi.org/10.18637/jss.v085.i11>.
A BibTeX entry for LaTeX users is
@Article{,
title = {{NeuralNetTools}: Visualization and Analysis Tools for Neural Networks},
author = {Marcus W. Beck},
journal = {Journal of Statistical Software},
year = {2018},
volume = {85},
number = {11},
pages = {1--20},
doi = {10.18637/jss.v085.i11},
}
To cite sandwich in publications use:
Zeileis A, Köll S, Graham N (2020). "Various Versatile Variances: An
Object-Oriented Implementation of Clustered Covariances in R."
_Journal of Statistical Software_, *95*(1), 1-36.
doi:10.18637/jss.v095.i01 <https://doi.org/10.18637/jss.v095.i01>.
If sandwich is applied to lm() models, please also cite:
Zeileis A (2004). "Econometric Computing with HC and HAC Covariance
Matrix Estimators." _Journal of Statistical Software_, *11*(10),
1-17. doi:10.18637/jss.v011.i10
<https://doi.org/10.18637/jss.v011.i10>.
If sandwich is applied to models other than lm(), please also cite:
Zeileis A (2006). "Object-Oriented Computation of Sandwich
Estimators." _Journal of Statistical Software_, *16*(9), 1-16.
doi:10.18637/jss.v016.i09 <https://doi.org/10.18637/jss.v016.i09>.
To see these entries in BibTeX format, use 'print(<citation>,
bibtex=TRUE)', 'toBibtex(.)', or set
'options(citation.bibtex.max=999)'.
To cite package 'data.tree' in publications use:
Glur C (2023). _data.tree: General Purpose Hierarchical Data
Structure_. R package version 1.1.0,
<https://CRAN.R-project.org/package=data.tree>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {data.tree: General Purpose Hierarchical Data Structure},
author = {Christoph Glur},
year = {2023},
note = {R package version 1.1.0},
url = {https://CRAN.R-project.org/package=data.tree},
}
To cite package 'stringr' in publications use:
Wickham H (2023). _stringr: Simple, Consistent Wrappers for Common
String Operations_. R package version 1.5.1,
<https://CRAN.R-project.org/package=stringr>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {stringr: Simple, Consistent Wrappers for Common String Operations},
author = {Hadley Wickham},
year = {2023},
note = {R package version 1.5.1},
url = {https://CRAN.R-project.org/package=stringr},
}
To cite package 'DiagrammeR' in publications use:
Iannone R, Roy O (2024). _DiagrammeR: Graph/Network Visualization_. R
package version 1.0.11,
<https://CRAN.R-project.org/package=DiagrammeR>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {DiagrammeR: Graph/Network Visualization},
author = {Richard Iannone and Olivier Roy},
year = {2024},
note = {R package version 1.0.11},
url = {https://CRAN.R-project.org/package=DiagrammeR},
}
To cite package 'e1071' in publications use:
Meyer D, Dimitriadou E, Hornik K, Weingessel A, Leisch F (2023).
_e1071: Misc Functions of the Department of Statistics, Probability
Theory Group (Formerly: E1071), TU Wien_. R package version 1.7-14,
<https://CRAN.R-project.org/package=e1071>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {e1071: Misc Functions of the Department of Statistics, Probability
Theory Group (Formerly: E1071), TU Wien},
author = {David Meyer and Evgenia Dimitriadou and Kurt Hornik and Andreas Weingessel and Friedrich Leisch},
year = {2023},
note = {R package version 1.7-14},
url = {https://CRAN.R-project.org/package=e1071},
}
To cite package 'rpart' in publications use:
Therneau T, Atkinson B (2023). _rpart: Recursive Partitioning and
Regression Trees_. R package version 4.1.23,
<https://CRAN.R-project.org/package=rpart>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {rpart: Recursive Partitioning and Regression Trees},
author = {Terry Therneau and Beth Atkinson},
year = {2023},
note = {R package version 4.1.23},
url = {https://CRAN.R-project.org/package=rpart},
}
To cite package 'ggrepel' in publications use:
Slowikowski K (2024). _ggrepel: Automatically Position
Non-Overlapping Text Labels with 'ggplot2'_. R package version 0.9.5,
<https://CRAN.R-project.org/package=ggrepel>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {ggrepel: Automatically Position Non-Overlapping Text Labels with
'ggplot2'},
author = {Kamil Slowikowski},
year = {2024},
note = {R package version 0.9.5},
url = {https://CRAN.R-project.org/package=ggrepel},
}
To cite ranger in publications use:
Marvin N. Wright, Andreas Ziegler (2017). ranger: A Fast
Implementation of Random Forests for High Dimensional Data in C++ and
R. Journal of Statistical Software, 77(1), 1-17.
doi:10.18637/jss.v077.i01
A BibTeX entry for LaTeX users is
@Article{,
title = {{ranger}: A Fast Implementation of Random Forests for High Dimensional Data in {C++} and {R}},
author = {Marvin N. Wright and Andreas Ziegler},
journal = {Journal of Statistical Software},
year = {2017},
volume = {77},
number = {1},
pages = {1--17},
doi = {10.18637/jss.v077.i01},
}
To cite package 'xgboost' in publications use:
Chen T, He T, Benesty M, Khotilovich V, Tang Y, Cho H, Chen K,
Mitchell R, Cano I, Zhou T, Li M, Xie J, Lin M, Geng Y, Li Y, Yuan J
(2024). _xgboost: Extreme Gradient Boosting_. R package version
1.7.8.1, <https://CRAN.R-project.org/package=xgboost>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {xgboost: Extreme Gradient Boosting},
author = {Tianqi Chen and Tong He and Michael Benesty and Vadim Khotilovich and Yuan Tang and Hyunsu Cho and Kailong Chen and Rory Mitchell and Ignacio Cano and Tianyi Zhou and Mu Li and Junyuan Xie and Min Lin and Yifeng Geng and Yutian Li and Jiaming Yuan},
year = {2024},
note = {R package version 1.7.8.1},
url = {https://CRAN.R-project.org/package=xgboost},
}
To cite pdp in publications use:
Brandon M. Greenwell (2017). pdp: An R Package for Constructing
Partial Dependence Plots. The R Journal, 9(1), 421--436. URL
https://journal.r-project.org/archive/2017/RJ-2017-016/index.html.
A BibTeX entry for LaTeX users is
@Article{,
title = {pdp: An {R} Package for Constructing Partial Dependence Plots},
author = {Brandon M. Greenwell},
journal = {The R Journal},
year = {2017},
volume = {9},
number = {1},
pages = {421--436},
url = {https://journal.r-project.org/archive/2017/RJ-2017-016/index.html},
}
To cite package 'yaml' in publications use:
Garbett SP, Stephens J, Simonov K, Xie Y, Dong Z, Wickham H, Horner
J, reikoch, Beasley W, O'Connor B, Warnes GR, Quinn M, Kamvar ZN, Gao
C (2024). _yaml: Methods to Convert R Data to YAML and Back_. R
package version 2.3.10, <https://CRAN.R-project.org/package=yaml>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {yaml: Methods to Convert R Data to YAML and Back},
author = {Shawn P Garbett and Jeremy Stephens and Kirill Simonov and Yihui Xie and Zhuoer Dong and Hadley Wickham and Jeffrey Horner and {reikoch} and Will Beasley and Brendan O'Connor and Gregory R. Warnes and Michael Quinn and Zhian N. Kamvar and Charlie Gao},
year = {2024},
note = {R package version 2.3.10},
url = {https://CRAN.R-project.org/package=yaml},
}
ATTENTION: This citation information has been auto-generated from the
package DESCRIPTION file and may need manual editing, see
'help("citation")'.
To cite package 'GPArotation' in publications use:
Bernaards CA, Jennrich RI (2005). "Gradient Projection Algorithms and
Software for Arbitrary Rotation Criteria in Factor Analysis."
_Educational and Psychological Measurement_, *65*, 676-696.
doi:10.1177/0013164404272507
<https://doi.org/10.1177/0013164404272507>.
A BibTeX entry for LaTeX users is
@Article{,
title = {Gradient Projection Algorithms and Software for Arbitrary Rotation Criteria in Factor Analysis},
author = {Coen A. Bernaards and Robert I. Jennrich},
journal = {Educational and Psychological Measurement},
year = {2005},
volume = {65},
issue = {5},
pages = {676--696},
doi = {10.1177/0013164404272507},
}
To cite package 'gower' in publications use:
van der Loo M (2022). _gower: Gower's Distance_. R package version
1.0.1, <https://CRAN.R-project.org/package=gower>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {gower: Gower's Distance},
author = {Mark {van der Loo}},
year = {2022},
note = {R package version 1.0.1},
url = {https://CRAN.R-project.org/package=gower},
}
To cite package 'clustMixType' in publications use:
Szepannek G (2018). "clustMixType: User-Friendly Clustering of
Mixed-Type Data in R." _The R Journal_, 200-208.
doi:10.32614/RJ-2018-048 <https://doi.org/10.32614/RJ-2018-048>,
<https://doi.org/10.32614/RJ-2018-048>.
A BibTeX entry for LaTeX users is
@Article{,
title = {clustMixType: User-Friendly Clustering of Mixed-Type Data in R},
author = {Gero Szepannek},
journal = {The R Journal},
pages = {200-208},
year = {2018},
url = {https://doi.org/10.32614/RJ-2018-048},
doi = {10.32614/RJ-2018-048},
}
To cite package 'httpuv' in publications use:
Cheng J, Chang W, Reid S, Brown J, Trower B, Peslyak A (2024).
_httpuv: HTTP and WebSocket Server Library_. R package version
1.6.15, <https://CRAN.R-project.org/package=httpuv>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {httpuv: HTTP and WebSocket Server Library},
author = {Joe Cheng and Winston Chang and Steve Reid and James Brown and Bob Trower and Alexander Peslyak},
year = {2024},
note = {R package version 1.6.15},
url = {https://CRAN.R-project.org/package=httpuv},
}
To cite package 'mime' in publications use:
Xie Y (2021). _mime: Map Filenames to MIME Types_. R package version
0.12, <https://CRAN.R-project.org/package=mime>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {mime: Map Filenames to MIME Types},
author = {Yihui Xie},
year = {2021},
note = {R package version 0.12},
url = {https://CRAN.R-project.org/package=mime},
}
To cite package 'xtable' in publications use:
Dahl D, Scott D, Roosen C, Magnusson A, Swinton J (2019). _xtable:
Export Tables to LaTeX or HTML_. R package version 1.8-4,
<https://CRAN.R-project.org/package=xtable>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {xtable: Export Tables to LaTeX or HTML},
author = {David B. Dahl and David Scott and Charles Roosen and Arni Magnusson and Jonathan Swinton},
year = {2019},
note = {R package version 1.8-4},
url = {https://CRAN.R-project.org/package=xtable},
}
To cite package 'digest' in publications use:
Eddelbuettel D (2024). _digest: Create Compact Hash Digests of R
Objects_. R package version 0.6.37,
<https://CRAN.R-project.org/package=digest>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {digest: Create Compact Hash Digests of R Objects},
author = {Dirk Eddelbuettel},
year = {2024},
note = {R package version 0.6.37},
url = {https://CRAN.R-project.org/package=digest},
}
To cite package 'htmltools' in publications use:
Cheng J, Sievert C, Schloerke B, Chang W, Xie Y, Allen J (2024).
_htmltools: Tools for HTML_. R package version 0.5.8.1,
<https://CRAN.R-project.org/package=htmltools>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {htmltools: Tools for HTML},
author = {Joe Cheng and Carson Sievert and Barret Schloerke and Winston Chang and Yihui Xie and Jeff Allen},
year = {2024},
note = {R package version 0.5.8.1},
url = {https://CRAN.R-project.org/package=htmltools},
}
To cite package 'R6' in publications use:
Chang W (2021). _R6: Encapsulated Classes with Reference Semantics_.
R package version 2.5.1, <https://CRAN.R-project.org/package=R6>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {R6: Encapsulated Classes with Reference Semantics},
author = {Winston Chang},
year = {2021},
note = {R package version 2.5.1},
url = {https://CRAN.R-project.org/package=R6},
}
To cite package 'sourcetools' in publications use:
Ushey K (2023). _sourcetools: Tools for Reading, Tokenizing and
Parsing R Code_. R package version 0.1.7-1,
<https://CRAN.R-project.org/package=sourcetools>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {sourcetools: Tools for Reading, Tokenizing and Parsing R Code},
author = {Kevin Ushey},
year = {2023},
note = {R package version 0.1.7-1},
url = {https://CRAN.R-project.org/package=sourcetools},
}
ATTENTION: This citation information has been auto-generated from the
package DESCRIPTION file and may need manual editing, see
'help("citation")'.
To cite package 'later' in publications use:
Chang W, Cheng J (2023). _later: Utilities for Scheduling Functions
to Execute Later with Event Loops_. R package version 1.3.2,
<https://CRAN.R-project.org/package=later>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {later: Utilities for Scheduling Functions to Execute Later with Event
Loops},
author = {Winston Chang and Joe Cheng},
year = {2023},
note = {R package version 1.3.2},
url = {https://CRAN.R-project.org/package=later},
}
To cite package 'promises' in publications use:
Cheng J (2024). _promises: Abstractions for Promise-Based
Asynchronous Programming_. R package version 1.3.0,
<https://CRAN.R-project.org/package=promises>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {promises: Abstractions for Promise-Based Asynchronous Programming},
author = {Joe Cheng},
year = {2024},
note = {R package version 1.3.0},
url = {https://CRAN.R-project.org/package=promises},
}
To cite package 'crayon' in publications use:
Csárdi G (2024). _crayon: Colored Terminal Output_. R package version
1.5.3, <https://CRAN.R-project.org/package=crayon>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {crayon: Colored Terminal Output},
author = {Gábor Csárdi},
year = {2024},
note = {R package version 1.5.3},
url = {https://CRAN.R-project.org/package=crayon},
}
To cite package 'fastmap' in publications use:
Chang W (2024). _fastmap: Fast Data Structures_. R package version
1.2.0, <https://CRAN.R-project.org/package=fastmap>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {fastmap: Fast Data Structures},
author = {Winston Chang},
year = {2024},
note = {R package version 1.2.0},
url = {https://CRAN.R-project.org/package=fastmap},
}
To cite package 'withr' in publications use:
Hester J, Henry L, Müller K, Ushey K, Wickham H, Chang W (2024).
_withr: Run Code 'With' Temporarily Modified Global State_. R package
version 3.0.1, <https://CRAN.R-project.org/package=withr>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {withr: Run Code 'With' Temporarily Modified Global State},
author = {Jim Hester and Lionel Henry and Kirill Müller and Kevin Ushey and Hadley Wickham and Winston Chang},
year = {2024},
note = {R package version 3.0.1},
url = {https://CRAN.R-project.org/package=withr},
}
To cite package 'commonmark' in publications use:
Ooms J (2024). _commonmark: High Performance CommonMark and Github
Markdown Rendering in R_. R package version 1.9.1,
<https://CRAN.R-project.org/package=commonmark>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {commonmark: High Performance CommonMark and Github Markdown Rendering in R},
author = {Jeroen Ooms},
year = {2024},
note = {R package version 1.9.1},
url = {https://CRAN.R-project.org/package=commonmark},
}
To cite package 'bslib' in publications use:
Sievert C, Cheng J, Aden-Buie G (2024). _bslib: Custom 'Bootstrap'
'Sass' Themes for 'shiny' and 'rmarkdown'_. R package version 0.8.0,
<https://CRAN.R-project.org/package=bslib>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {bslib: Custom 'Bootstrap' 'Sass' Themes for 'shiny' and 'rmarkdown'},
author = {Carson Sievert and Joe Cheng and Garrick Aden-Buie},
year = {2024},
note = {R package version 0.8.0},
url = {https://CRAN.R-project.org/package=bslib},
}
To cite package 'cachem' in publications use:
Chang W (2024). _cachem: Cache R Objects with Automatic Pruning_. R
package version 1.1.0, <https://CRAN.R-project.org/package=cachem>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {cachem: Cache R Objects with Automatic Pruning},
author = {Winston Chang},
year = {2024},
note = {R package version 1.1.0},
url = {https://CRAN.R-project.org/package=cachem},
}
To cite package 'ellipsis' in publications use:
Wickham H (2021). _ellipsis: Tools for Working with ..._. R package
version 0.3.2, <https://CRAN.R-project.org/package=ellipsis>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {ellipsis: Tools for Working with ...},
author = {Hadley Wickham},
year = {2021},
note = {R package version 0.3.2},
url = {https://CRAN.R-project.org/package=ellipsis},
}
To cite package 'lifecycle' in publications use:
Henry L, Wickham H (2023). _lifecycle: Manage the Life Cycle of your
Package Functions_. R package version 1.0.4,
<https://CRAN.R-project.org/package=lifecycle>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {lifecycle: Manage the Life Cycle of your Package Functions},
author = {Lionel Henry and Hadley Wickham},
year = {2023},
note = {R package version 1.0.4},
url = {https://CRAN.R-project.org/package=lifecycle},
}
To cite package 'backports' in publications use:
Lang M, Murdoch D, R Core Team (2024). _backports: Reimplementations
of Functions Introduced Since R-3.0.0_. R package version 1.5.0,
<https://CRAN.R-project.org/package=backports>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {backports: Reimplementations of Functions Introduced Since R-3.0.0},
author = {Michel Lang and Duncan Murdoch and {R Core Team}},
year = {2024},
note = {R package version 1.5.0},
url = {https://CRAN.R-project.org/package=backports},
}
To cite package 'generics' in publications use:
Wickham H, Kuhn M, Vaughan D (2022). _generics: Common S3 Generics
not Provided by Base R Methods Related to Model Fitting_. R package
version 0.1.3, <https://CRAN.R-project.org/package=generics>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {generics: Common S3 Generics not Provided by Base R Methods Related to
Model Fitting},
author = {Hadley Wickham and Max Kuhn and Davis Vaughan},
year = {2022},
note = {R package version 0.1.3},
url = {https://CRAN.R-project.org/package=generics},
}
To cite package 'purrr' in publications use:
Wickham H, Henry L (2023). _purrr: Functional Programming Tools_. R
package version 1.0.2, <https://CRAN.R-project.org/package=purrr>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {purrr: Functional Programming Tools},
author = {Hadley Wickham and Lionel Henry},
year = {2023},
note = {R package version 1.0.2},
url = {https://CRAN.R-project.org/package=purrr},
}
To cite package 'sass' in publications use:
Cheng J, Mastny T, Iannone R, Schloerke B, Sievert C (2024). _sass:
Syntactically Awesome Style Sheets ('Sass')_. R package version
0.4.9, <https://CRAN.R-project.org/package=sass>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {sass: Syntactically Awesome Style Sheets ('Sass')},
author = {Joe Cheng and Timothy Mastny and Richard Iannone and Barret Schloerke and Carson Sievert},
year = {2024},
note = {R package version 0.4.9},
url = {https://CRAN.R-project.org/package=sass},
}
To cite package 'jquerylib' in publications use:
Sievert C, Cheng J (2021). _jquerylib: Obtain 'jQuery' as an HTML
Dependency Object_. R package version 0.1.4,
<https://CRAN.R-project.org/package=jquerylib>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {jquerylib: Obtain 'jQuery' as an HTML Dependency Object},
author = {Carson Sievert and Joe Cheng},
year = {2021},
note = {R package version 0.1.4},
url = {https://CRAN.R-project.org/package=jquerylib},
}
To cite package 'carData' in publications use:
Fox J, Weisberg S, Price B (2022). _carData: Companion to Applied
Regression Data Sets_. R package version 3.0-5,
<https://CRAN.R-project.org/package=carData>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {carData: Companion to Applied Regression Data Sets},
author = {John Fox and Sanford Weisberg and Brad Price},
year = {2022},
note = {R package version 3.0-5},
url = {https://CRAN.R-project.org/package=carData},
}
To cite package 'abind' in publications use:
Plate T, Heiberger R (2016). _abind: Combine Multidimensional
Arrays_. R package version 1.4-5,
<https://CRAN.R-project.org/package=abind>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {abind: Combine Multidimensional Arrays},
author = {Tony Plate and Richard Heiberger},
year = {2016},
note = {R package version 1.4-5},
url = {https://CRAN.R-project.org/package=abind},
}
ATTENTION: This citation information has been auto-generated from the
package DESCRIPTION file and may need manual editing, see
'help("citation")'.
2011 for generalized additive model method; 2016 for beyond exponential
family; 2004 for strictly additive GCV based model method and basics of
gamm; 2017 for overview; 2003 for thin plate regression splines.
Wood, S.N. (2011) Fast stable restricted maximum likelihood and
marginal likelihood estimation of semiparametric generalized linear
models. Journal of the Royal Statistical Society (B) 73(1):3-36
Wood S.N., N. Pya and B. Saefken (2016) Smoothing parameter and model
selection for general smooth models (with discussion). Journal of the
American Statistical Association 111:1548-1575.
Wood, S.N. (2004) Stable and efficient multiple smoothing parameter
estimation for generalized additive models. Journal of the American
Statistical Association. 99:673-686.
Wood, S.N. (2017) Generalized Additive Models: An Introduction with R
(2nd edition). Chapman and Hall/CRC.
Wood, S.N. (2003) Thin-plate regression splines. Journal of the Royal
Statistical Society (B) 65(1):95-114.
To see these entries in BibTeX format, use 'print(<citation>,
bibtex=TRUE)', 'toBibtex(.)', or set
'options(citation.bibtex.max=999)'.
To cite pbkrtest in publications use:
Ulrich Halekoh, Søren Højsgaard (2014). A Kenward-Roger Approximation
and Parametric Bootstrap Methods for Tests in Linear Mixed Models -
The R Package pbkrtest. Journal of Statistical Software, 59(9), 1-30.
URL https://www.jstatsoft.org/v59/i09/.
A BibTeX entry for LaTeX users is
@Article{,
title = {A Kenward-Roger Approximation and Parametric Bootstrap Methods for Tests in Linear Mixed Models -- The {R} Package {pbkrtest}},
author = {Ulrich Halekoh and Søren Højsgaard},
journal = {Journal of Statistical Software},
year = {2014},
volume = {59},
number = {9},
pages = {1--30},
url = {https://www.jstatsoft.org/v59/i09/},
}
To cite package 'quantreg' in publications use:
Koenker R (2024). _quantreg: Quantile Regression_. R package version
5.98, <https://CRAN.R-project.org/package=quantreg>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {quantreg: Quantile Regression},
author = {Roger Koenker},
year = {2024},
note = {R package version 5.98},
url = {https://CRAN.R-project.org/package=quantreg},
}
To cite lme4 in publications use:
Douglas Bates, Martin Maechler, Ben Bolker, Steve Walker (2015).
Fitting Linear Mixed-Effects Models Using lme4. Journal of
Statistical Software, 67(1), 1-48. doi:10.18637/jss.v067.i01.
A BibTeX entry for LaTeX users is
@Article{,
title = {Fitting Linear Mixed-Effects Models Using {lme4}},
author = {Douglas Bates and Martin M{\"a}chler and Ben Bolker and Steve Walker},
journal = {Journal of Statistical Software},
year = {2015},
volume = {67},
number = {1},
pages = {1--48},
doi = {10.18637/jss.v067.i01},
}
To cite package 'nlme' in publications use:
Pinheiro J, Bates D, R Core Team (2024). _nlme: Linear and Nonlinear
Mixed Effects Models_. R package version 3.1-166,
<https://CRAN.R-project.org/package=nlme>.
Pinheiro JC, Bates DM (2000). _Mixed-Effects Models in S and S-PLUS_.
Springer, New York. doi:10.1007/b98882
<https://doi.org/10.1007/b98882>.
To see these entries in BibTeX format, use 'print(<citation>,
bibtex=TRUE)', 'toBibtex(.)', or set
'options(citation.bibtex.max=999)'.
To cite package 'RColorBrewer' in publications use:
Neuwirth E (2022). _RColorBrewer: ColorBrewer Palettes_. R package
version 1.1-3, <https://CRAN.R-project.org/package=RColorBrewer>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {RColorBrewer: ColorBrewer Palettes},
author = {Erich Neuwirth},
year = {2022},
note = {R package version 1.1-3},
url = {https://CRAN.R-project.org/package=RColorBrewer},
}
To cite package 'htmlwidgets' in publications use:
Vaidyanathan R, Xie Y, Allaire J, Cheng J, Sievert C, Russell K
(2023). _htmlwidgets: HTML Widgets for R_. R package version 1.6.4,
<https://CRAN.R-project.org/package=htmlwidgets>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {htmlwidgets: HTML Widgets for R},
author = {Ramnath Vaidyanathan and Yihui Xie and JJ Allaire and Joe Cheng and Carson Sievert and Kenton Russell},
year = {2023},
note = {R package version 1.6.4},
url = {https://CRAN.R-project.org/package=htmlwidgets},
}
To cite 'igraph' in publications use:
Csardi G, Nepusz T (2006). "The igraph software package for complex
network research." _InterJournal_, *Complex Systems*, 1695.
<https://igraph.org>.
Csárdi G, Nepusz T, Traag V, Horvát Sz, Zanini F, Noom D, Müller K
(2024). _igraph: Network Analysis and Visualization in R_.
doi:10.5281/zenodo.7682609 <https://doi.org/10.5281/zenodo.7682609>, R
package version 2.0.3, <https://CRAN.R-project.org/package=igraph>.
To see these entries in BibTeX format, use 'print(<citation>,
bibtex=TRUE)', 'toBibtex(.)', or set
'options(citation.bibtex.max=999)'.
To cite package 'Rcpp' in publications use:
Eddelbuettel D, Francois R, Allaire J, Ushey K, Kou Q, Russell N,
Ucar I, Bates D, Chambers J (2024). _Rcpp: Seamless R and C++
Integration_. R package version 1.0.13,
<https://CRAN.R-project.org/package=Rcpp>.
Eddelbuettel D, François R (2011). "Rcpp: Seamless R and C++
Integration." _Journal of Statistical Software_, *40*(8), 1-18.
doi:10.18637/jss.v040.i08 <https://doi.org/10.18637/jss.v040.i08>.
Eddelbuettel D (2013). _Seamless R and C++ Integration with Rcpp_.
Springer, New York. doi:10.1007/978-1-4614-6868-4
<https://doi.org/10.1007/978-1-4614-6868-4>, ISBN 978-1-4614-6867-7.
Eddelbuettel D, Balamuta J (2018). "Extending R with C++: A Brief
Introduction to Rcpp." _The American Statistician_, *72*(1), 28-36.
doi:10.1080/00031305.2017.1375990
<https://doi.org/10.1080/00031305.2017.1375990>.
To see these entries in BibTeX format, use 'print(<citation>,
bibtex=TRUE)', 'toBibtex(.)', or set
'options(citation.bibtex.max=999)'.
To cite package 'BH' in publications use:
Eddelbuettel D, Emerson JW, Kane MJ (2024). _BH: Boost C++ Header
Files_. R package version 1.84.0-0,
<https://CRAN.R-project.org/package=BH>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {BH: Boost C++ Header Files},
author = {Dirk Eddelbuettel and John W. Emerson and Michael J. Kane},
year = {2024},
note = {R package version 1.84.0-0},
url = {https://CRAN.R-project.org/package=BH},
}
ATTENTION: This citation information has been auto-generated from the
package DESCRIPTION file and may need manual editing, see
'help("citation")'.
To cite package 'evaluate' in publications use:
Wickham H, Xie Y (2024). _evaluate: Parsing and Evaluation Tools that
Provide More Details than the Default_. R package version 0.24.0,
<https://CRAN.R-project.org/package=evaluate>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {evaluate: Parsing and Evaluation Tools that Provide More Details than the
Default},
author = {Hadley Wickham and Yihui Xie},
year = {2024},
note = {R package version 0.24.0},
url = {https://CRAN.R-project.org/package=evaluate},
}
To cite package 'Matrix' in publications use:
Bates D, Maechler M, Jagan M (2024). _Matrix: Sparse and Dense Matrix
Classes and Methods_. R package version 1.7-0,
<https://CRAN.R-project.org/package=Matrix>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {Matrix: Sparse and Dense Matrix Classes and Methods},
author = {Douglas Bates and Martin Maechler and Mikael Jagan},
year = {2024},
note = {R package version 1.7-0},
url = {https://CRAN.R-project.org/package=Matrix},
}
To cite the 'mnormt' package in publications use:
Azzalini, A. and Genz, A. (2022). The R package 'mnormt': The
multivariate normal and 't' distributions (version 2.1.1). URL
http://azzalini.stat.unipd.it/SW/Pkg-mnormt/
A BibTeX entry for LaTeX users is
@Manual{,
title = {The {R} package \texttt{mnormt}: The multivariate normal and $t$ distributions (version 2.1.1)},
author = {Adelchi Azzalini and Alan Genz},
year = {2022},
url = {http://azzalini.stat.unipd.it/SW/Pkg-mnormt/},
}
To cite package 'RcppEigen' in publications use:
Bates D, Eddelbuettel D (2013). "Fast and Elegant Numerical Linear
Algebra Using the RcppEigen Package." _Journal of Statistical
Software_, *52*(5), 1-24. doi:10.18637/jss.v052.i05
<https://doi.org/10.18637/jss.v052.i05>.
A BibTeX entry for LaTeX users is
@Article{,
title = {Fast and Elegant Numerical Linear Algebra Using the {RcppEigen} Package},
author = {Douglas Bates and Dirk Eddelbuettel},
journal = {Journal of Statistical Software},
year = {2013},
volume = {52},
number = {5},
pages = {1--24},
doi = {10.18637/jss.v052.i05},
}
To cite package 'cli' in publications use:
Csárdi G (2024). _cli: Helpers for Developing Command Line
Interfaces_. R package version 3.6.3,
<https://CRAN.R-project.org/package=cli>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {cli: Helpers for Developing Command Line Interfaces},
author = {Gábor Csárdi},
year = {2024},
note = {R package version 3.6.3},
url = {https://CRAN.R-project.org/package=cli},
}
To cite package 'clipr' in publications use:
Lincoln M (2022). _clipr: Read and Write from the System Clipboard_.
R package version 0.8.0, <https://CRAN.R-project.org/package=clipr>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {clipr: Read and Write from the System Clipboard},
author = {Matthew Lincoln},
year = {2022},
note = {R package version 0.8.0},
url = {https://CRAN.R-project.org/package=clipr},
}
To cite package 'hms' in publications use:
Müller K (2023). _hms: Pretty Time of Day_. R package version 1.1.3,
<https://CRAN.R-project.org/package=hms>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {hms: Pretty Time of Day},
author = {Kirill Müller},
year = {2023},
note = {R package version 1.1.3},
url = {https://CRAN.R-project.org/package=hms},
}
To cite package 'cpp11' in publications use:
Vaughan D, Hester J, François R (2024). _cpp11: A C++11 Interface for
R's C Interface_. R package version 0.5.0,
<https://CRAN.R-project.org/package=cpp11>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {cpp11: A C++11 Interface for R's C Interface},
author = {Davis Vaughan and Jim Hester and Romain François},
year = {2024},
note = {R package version 0.5.0},
url = {https://CRAN.R-project.org/package=cpp11},
}
To cite package 'cellranger' in publications use:
Bryan J (2016). _cellranger: Translate Spreadsheet Cell Ranges to
Rows and Columns_. R package version 1.1.0,
<https://CRAN.R-project.org/package=cellranger>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {cellranger: Translate Spreadsheet Cell Ranges to Rows and Columns},
author = {Jennifer Bryan},
year = {2016},
note = {R package version 1.1.0},
url = {https://CRAN.R-project.org/package=cellranger},
}
To cite package 'progress' in publications use:
Csárdi G, FitzJohn R (2023). _progress: Terminal Progress Bars_. R
package version 1.2.3, <https://CRAN.R-project.org/package=progress>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {progress: Terminal Progress Bars},
author = {Gábor Csárdi and Rich FitzJohn},
year = {2023},
note = {R package version 1.2.3},
url = {https://CRAN.R-project.org/package=progress},
}
To cite package 'tinytex' in publications use:
Xie Y (2024). _tinytex: Helper Functions to Install and Maintain TeX
Live, and Compile LaTeX Documents_. R package version 0.52,
<https://github.com/rstudio/tinytex>.
Xie Y (2019). "TinyTeX: A lightweight, cross-platform, and
easy-to-maintain LaTeX distribution based on TeX Live." _TUGboat_,
*40*(1), 30-32. <https://tug.org/TUGboat/Contents/contents40-1.html>.
To see these entries in BibTeX format, use 'print(<citation>,
bibtex=TRUE)', 'toBibtex(.)', or set
'options(citation.bibtex.max=999)'.
To cite zoo in publications use:
Zeileis A, Grothendieck G (2005). "zoo: S3 Infrastructure for Regular
and Irregular Time Series." _Journal of Statistical Software_,
*14*(6), 1-27. doi:10.18637/jss.v014.i06
<https://doi.org/10.18637/jss.v014.i06>.
A BibTeX entry for LaTeX users is
@Article{,
title = {zoo: S3 Infrastructure for Regular and Irregular Time Series},
author = {Achim Zeileis and Gabor Grothendieck},
journal = {Journal of Statistical Software},
year = {2005},
volume = {14},
number = {6},
pages = {1--27},
doi = {10.18637/jss.v014.i06},
}
To cite package 'farver' in publications use:
Pedersen T, Nicolae B, François R (2024). _farver: High Performance
Colour Space Manipulation_. R package version 2.1.2,
<https://CRAN.R-project.org/package=farver>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {farver: High Performance Colour Space Manipulation},
author = {Thomas Lin Pedersen and Berendea Nicolae and Romain François},
year = {2024},
note = {R package version 2.1.2},
url = {https://CRAN.R-project.org/package=farver},
}
To cite package 'labeling' in publications use:
Talbot, J (2023). _labeling: Axis Labeling_. R package version 0.4.3,
<https://CRAN.R-project.org/package=labeling>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {labeling: Axis Labeling},
author = {Justin Talbot,},
year = {2023},
note = {R package version 0.4.3},
url = {https://CRAN.R-project.org/package=labeling},
}
ATTENTION: This citation information has been auto-generated from the
package DESCRIPTION file and may need manual editing, see
'help("citation")'.
To cite package 'munsell' in publications use:
Wickham C (2024). _munsell: Utilities for Using Munsell Colours_. R
package version 0.5.1, <https://CRAN.R-project.org/package=munsell>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {munsell: Utilities for Using Munsell Colours},
author = {Charlotte Wickham},
year = {2024},
note = {R package version 0.5.1},
url = {https://CRAN.R-project.org/package=munsell},
}
ATTENTION: This citation information has been auto-generated from the
package DESCRIPTION file and may need manual editing, see
'help("citation")'.
To cite package 'fs' in publications use:
Hester J, Wickham H, Csárdi G (2024). _fs: Cross-Platform File System
Operations Based on 'libuv'_. R package version 1.6.4,
<https://CRAN.R-project.org/package=fs>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {fs: Cross-Platform File System Operations Based on 'libuv'},
author = {Jim Hester and Hadley Wickham and Gábor Csárdi},
year = {2024},
note = {R package version 1.6.4},
url = {https://CRAN.R-project.org/package=fs},
}
To cite package 'fansi' in publications use:
Gaslam B (2023). _fansi: ANSI Control Sequence Aware String
Functions_. R package version 1.0.6,
<https://CRAN.R-project.org/package=fansi>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {fansi: ANSI Control Sequence Aware String Functions},
author = {Brodie Gaslam},
year = {2023},
note = {R package version 1.0.6},
url = {https://CRAN.R-project.org/package=fansi},
}
To cite package 'pillar' in publications use:
Müller K, Wickham H (2023). _pillar: Coloured Formatting for
Columns_. R package version 1.9.0,
<https://CRAN.R-project.org/package=pillar>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {pillar: Coloured Formatting for Columns},
author = {Kirill Müller and Hadley Wickham},
year = {2023},
note = {R package version 1.9.0},
url = {https://CRAN.R-project.org/package=pillar},
}
To cite package 'pkgconfig' in publications use:
Csárdi G (2019). _pkgconfig: Private Configuration for 'R' Packages_.
R package version 2.0.3,
<https://CRAN.R-project.org/package=pkgconfig>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {pkgconfig: Private Configuration for 'R' Packages},
author = {Gábor Csárdi},
year = {2019},
note = {R package version 2.0.3},
url = {https://CRAN.R-project.org/package=pkgconfig},
}
ATTENTION: This citation information has been auto-generated from the
package DESCRIPTION file and may need manual editing, see
'help("citation")'.
To cite package 'rematch' in publications use:
Csardi G (2023). _rematch: Match Regular Expressions with a Nicer
'API'_. R package version 2.0.0,
<https://CRAN.R-project.org/package=rematch>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {rematch: Match Regular Expressions with a Nicer 'API'},
author = {Gabor Csardi},
year = {2023},
note = {R package version 2.0.0},
url = {https://CRAN.R-project.org/package=rematch},
}
ATTENTION: This citation information has been auto-generated from the
package DESCRIPTION file and may need manual editing, see
'help("citation")'.
To cite package 'assertthat' in publications use:
Wickham H (2019). _assertthat: Easy Pre and Post Assertions_. R
package version 0.2.1,
<https://CRAN.R-project.org/package=assertthat>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {assertthat: Easy Pre and Post Assertions},
author = {Hadley Wickham},
year = {2019},
note = {R package version 0.2.1},
url = {https://CRAN.R-project.org/package=assertthat},
}
To cite package 'openssl' in publications use:
Ooms J (2024). _openssl: Toolkit for Encryption, Signatures and
Certificates Based on OpenSSL_. R package version 2.2.1,
<https://CRAN.R-project.org/package=openssl>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {openssl: Toolkit for Encryption, Signatures and Certificates Based on
OpenSSL},
author = {Jeroen Ooms},
year = {2024},
note = {R package version 2.2.1},
url = {https://CRAN.R-project.org/package=openssl},
}
To cite the 'boot' package in publications use:
Angelo Canty and Brian Ripley (2024). boot: Bootstrap R (S-Plus)
Functions. R package version 1.3-31.
Davison, A. C. & Hinkley, D. V. (1997) Bootstrap Methods and Their
Applications. Cambridge University Press, Cambridge. ISBN
0-521-57391-2
To see these entries in BibTeX format, use 'print(<citation>,
bibtex=TRUE)', 'toBibtex(.)', or set
'options(citation.bibtex.max=999)'.
To cite package 'minqa' in publications use:
Bates D, Mullen KM, Nash JC, Varadhan R (2024). _minqa:
Derivative-Free Optimization Algorithms by Quadratic Approximation_.
R package version 1.2.8, <https://CRAN.R-project.org/package=minqa>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {minqa: Derivative-Free Optimization Algorithms by Quadratic
Approximation},
author = {Douglas Bates and Katharine M. Mullen and John C. Nash and Ravi Varadhan},
year = {2024},
note = {R package version 1.2.8},
url = {https://CRAN.R-project.org/package=minqa},
}
If you use NLopt in work that leads to a publication, we would
appreciate it if you would kindly cite NLopt in your manuscript. Please
cite both the NLopt library and the authors of the specific
algorithm(s) that you employed in your work. Cite NLopt as:
Johnson S (2008). _The NLopt nonlinear-optimization package_.
<https://github.com/stevengj/nlopt>.
A BibTeX entry for LaTeX users is
@Manual{,
author = {Steven G. Johnson},
title = {The NLopt nonlinear-optimization package},
year = {2008},
url = {https://github.com/stevengj/nlopt},
}
The authors and appropriate citations for the specific optimization
algorithms in NLopt are listed in the NLopt Algorithms page.
To cite colorspace in publications use:
Zeileis A, Fisher JC, Hornik K, Ihaka R, McWhite CD, Murrell P,
Stauffer R, Wilke CO (2020). "colorspace: A Toolbox for Manipulating
and Assessing Colors and Palettes." _Journal of Statistical
Software_, *96*(1), 1-49. doi:10.18637/jss.v096.i01
<https://doi.org/10.18637/jss.v096.i01>.
If you use HCL-based color palettes, please cite:
Zeileis A, Hornik K, Murrell P (2009). "Escaping RGBland: Selecting
Colors for Statistical Graphics." _Computational Statistics & Data
Analysis_, *53*(9), 3259-3270. doi:10.1016/j.csda.2008.11.033
<https://doi.org/10.1016/j.csda.2008.11.033>.
If you use HCL-based color palettes in meteorological visualizations,
please cite:
Stauffer R, Mayr GJ, Dabernig M, Zeileis A (2009). "Somewhere over
the Rainbow: How to Make Effective Use of Colors in Meteorological
Visualizations." _Bulletin of the American Meteorological Society_,
*96*(2), 203-216. doi:10.1175/BAMS-D-13-00155.1
<https://doi.org/10.1175/BAMS-D-13-00155.1>.
To see these entries in BibTeX format, use 'print(<citation>,
bibtex=TRUE)', 'toBibtex(.)', or set
'options(citation.bibtex.max=999)'.
To cite package 'utf8' in publications use:
Perry PO (2023). _utf8: Unicode Text Processing_. R package version
1.2.4, <https://CRAN.R-project.org/package=utf8>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {utf8: Unicode Text Processing},
author = {Patrick O. Perry},
year = {2023},
note = {R package version 1.2.4},
url = {https://CRAN.R-project.org/package=utf8},
}
To cite package 'MatrixModels' in publications use:
Bates D, Maechler M (2023). _MatrixModels: Modelling with Sparse and
Dense Matrices_. R package version 0.5-3,
<https://CRAN.R-project.org/package=MatrixModels>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {MatrixModels: Modelling with Sparse and Dense Matrices},
author = {Douglas Bates and Martin Maechler},
year = {2023},
note = {R package version 0.5-3},
url = {https://CRAN.R-project.org/package=MatrixModels},
}
ATTENTION: This citation information has been auto-generated from the
package DESCRIPTION file and may need manual editing, see
'help("citation")'.
To cite package 'zip' in publications use:
Csárdi G (2024). _zip: Cross-Platform 'zip' Compression_. R package
version 2.3.1, <https://CRAN.R-project.org/package=zip>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {zip: Cross-Platform 'zip' Compression},
author = {Gábor Csárdi},
year = {2024},
note = {R package version 2.3.1},
url = {https://CRAN.R-project.org/package=zip},
}
To cite package 'sys' in publications use:
Ooms J (2023). _sys: Powerful and Reliable Tools for Running System
Commands in R_. R package version 3.4.2,
<https://CRAN.R-project.org/package=sys>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {sys: Powerful and Reliable Tools for Running System Commands in R},
author = {Jeroen Ooms},
year = {2023},
note = {R package version 3.4.2},
url = {https://CRAN.R-project.org/package=sys},
}
To cite package 'remotes' in publications use:
Csárdi G, Hester J, Wickham H, Chang W, Morgan M, Tenenbaum D (2024).
_remotes: R Package Installation from Remote Repositories, Including
'GitHub'_. R package version 2.5.0,
<https://CRAN.R-project.org/package=remotes>.
A BibTeX entry for LaTeX users is
@Manual{,
title = {remotes: R Package Installation from Remote Repositories, Including
'GitHub'},
author = {Gábor Csárdi and Jim Hester and Hadley Wickham and Winston Chang and Martin Morgan and Dan Tenenbaum},
year = {2024},
note = {R package version 2.5.0},
url = {https://CRAN.R-project.org/package=remotes},
}This site uses Google Analytics to track user behavior while on the site. These data will be used for educational purposes only.
Radiant is licensed under the AGPLv3. As a summary, the AGPLv3 license requires, attribution, including copyright and license information in copies of the software, stating changes if the code is modified, and disclosure of all source code. Details are in the COPYING file.
The documentation, images, and videos for the
radiant.data package are licensed under the creative
commons attribution and share-alike license
CC-BY-SA.
All other documentation and videos on this site, as well as the help
files for radiant.design, radiant.basics,
radiant.model, and radiant.multivariate, are
licensed under the creative commons attribution, non-commercial,
share-alike license
CC-NC-SA.
If you are interested in using any of the radiant packages please email me at radiant@rady.ucsd.edu