Rusch T, Mair P (2024). _stops: Structure Optimized Proximity Scaling_.
R package version 1.8-2,
.
A BibTeX entry for LaTeX users is
@Manual{,
title = {stops: Structure Optimized Proximity Scaling},
author = {Thomas Rusch and Patrick Mair},
year = {2024},
note = {R package version 1.8-2},
url = {https://r-forge.r-project.org/projects/stops/},
}
If stops() or c-structuredness indices are used, please cite:
Rusch T, Mair P, Hornik K (2023). “Structure-based hyperparameter
selection with Bayesian optimization in multidimensional scaling.”
_Statistics and Computing_, *33*(28), 1-18.
doi:10.1007/s11222-022-10197-w
.
A BibTeX entry for LaTeX users is
@Article{,
author = {Thomas Rusch and Patrick Mair and Kurt Hornik},
title = {Structure-based hyperparameter selection with {B}ayesian optimization in multidimensional scaling},
journal = {Statistics and Computing},
year = {2023},
volume = {33},
number = {28},
pages = {1-18},
doi = {10.1007/s11222-022-10197-w},
}
If powerStressMin() is used, please cite:
de Leeuw J, Groenen P, Mair P (2016). “Minimizing rstress using
nested majorization.” UCLA. .
A BibTeX entry for LaTeX users is
@TechReport{,
author = {Jan {de Leeuw} and Patrick Groenen and Patrick Mair},
title = {Minimizing rstress using nested majorization},
year = {2016},
url = {https://rpubs.com/deleeuw/142619},
institution = {UCLA},
}
If bcStressMin() is used, please cite:
Chen L, Buja A (2013). “Stress functions for nonlinear dimension
reduction, proximity analysis, and graph drawing.” _Journal of
Machine Learning Research_, *14*, 1145-1173.
A BibTeX entry for LaTeX users is
@Article{,
author = {Lisha Chen and Andreas Buja},
title = {Stress functions for nonlinear dimension reduction, proximity analysis, and graph drawing.},
journal = {Journal of Machine Learning Research},
year = {2013},
volume = {14},
pages = {1145-1173},
}
If lmds() is used, please cite:
Chen L, Buja A (2009). “Local multidimensional scaling for nonlinear
dimension reduction, graph drawing, and proximity analysis.” _Journal
of the American Statistical Association_, *104*, 209-219.
A BibTeX entry for LaTeX users is
@Article{,
author = {Lisha Chen and Andreas Buja},
title = {Local multidimensional scaling for nonlinear dimension reduction, graph drawing, and proximity analysis.},
journal = {Journal of the American Statistical Association},
year = {2009},
volume = {104},
pages = {209-219},
year = {2009},
}