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bayMDS (version 2.0)

Bayesian Multidimensional Scaling and Choice of Dimension

Description

Bayesian approach to multidimensional scaling. The package consists of implementations of the methods of Oh and Raftery (2001) .

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Version

Install

install.packages('bayMDS')

Monthly Downloads

298

Version

2.0

License

GPL (>= 2)

Maintainer

Man-Suk Oh

Last Published

November 8th, 2022

Functions in bayMDS (2.0)

MDSIC

compute and plot MDSIC
distRcpp

calculate Euclidean distances
checkDIST

check the dissimilarity matrix
bmdsMCMC

MCMC for Bayesian multidimensional scaling
bayMDSApp

Shiny App for exploring the results of bmds function
plotObj

plot object configuration
plotTrace

trace plots of MCMC samples
bmds

run bmdsMCMC for various number of dimensions
plotDelDist

plot Delta vs DIST
cityDIST

Airline distances between cities