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lmap (version 0.1.3)

Logistic Mapping

Description

Set of tools for mapping of categorical response variables based on principal component analysis (pca) and multidimensional unfolding (mdu).

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Version

Install

install.packages('lmap')

Monthly Downloads

202

Version

0.1.3

License

BSD_2_clause + file LICENSE

Maintainer

Mark de Rooij

Last Published

December 11th, 2024

Functions in lmap (0.1.3)

plot.lmdu

Plots a Logistic MDU model

predict.mru

The function predict.mru makes predictions for a test/validation set based on a fitted mru model

summary.clmdu

Summarizing Cumulative Logistic MDU models The function summary.lmdu gives a summary from an object from clmdu()

summary.lmdu

Summarizing Logistic MDU models

summary.lpca

Summarizing Logistic PCA models

twomodedistance

The function twomodedistance computes the two mode (unfolding) distance

summary.mru

Summarizing Multinomial Logistic Unfolding model The function summary.mru gives a summary from an object from mru()

predict.lpca

The function predict.lpca makes predictions for a test/validation set based on a fitted lrrr model (lpca with X)

predict.lmdu

The function predict.lmdu makes predictions for a test/validation set based on a fitted lrmdu model (lmdu with X)

summary.clpca

Summarizing Cumulative Logistic PCA models

summary.esm

Summarizing an Extended Steretype Model

esm

Extended Stereotype Model

dataExample_clmdu

Dummy data for clmdu example

fastmru

Fast version of mru. It runs mru without input checks.

clmdu

Cumulative Logistic (Restricted) MDU

predict.clmdu

The function predict.clmdu makes predictions for a test/validation set based on a fitted cl restricted multidimensional unfolding model (clmdu with X)

lmdu

Logistic (Restricted) MDU

plot.clpca

Plots a Cumulative Logistic PCA model

plot.lpca

Plots a Logistic PCA Model

clpca

Cumulative Logistic (Restrcited) PCA

fastmbu

Fast version of mbu. It runs mbu without input checks.

predict.clpca

The function predict.clpca makes predictions for a test/validation set based on a fitted clrrr model (clpca with X)

lpca

Logistic (Restricted) PCA

dataExample_clpca

Dummy data for clpca example

dataExample_lmdu

Dummy data for lmdu example

dataExample_lpca

Dummy data for lpca example

dataExample_mru

Dummy data for mru example

mru

Multinomial Restricted MDU

plot.mru

Plots a Multinomial Restricted MDU model

plot.clmdu

Plots a Cumulative Logistic MDU model