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soc.ca (version 0.8.0)

Specific Correspondence Analysis for the Social Sciences

Description

Specific and class specific multiple correspondence analysis on survey-like data. Soc.ca is optimized to the needs of the social scientist and presents easily interpretable results in near publication ready quality.

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Version

Install

install.packages('soc.ca')

Monthly Downloads

221

Version

0.8.0

License

GPL-3

Issues

28

Pull Requests

1

Stars

14

Forks

2

Maintainer

Anton Larsen

Last Published

September 2nd, 2021

Functions in soc.ca (0.8.0)

csa.all

Multiple Class Specific Correspondence Analysis on all values in a factor
breakdown.variance

Breakdown of variance by group
average.coord

Average coordinates
cowboy_cut

Cut ordinal variables
contribution

Summaries of contribution values
assign.label

Assign new labels
create.quadrant

Create categories according to the quadrant position of each individual
balance

Contribution balance
add.count

Add a new layer of points on top of an existing plot with output from the min_cut function
csa.measures

CSA measures
add.to.label

Add values to label
map.array

Array of maps
map.add

Add points to an existing map created by one of the soc.ca mapping functions.
map.density

Density plot for the cloud of individuals
map.mod

Map all modalities
directors

Directors dataset
map.ind

Map the individuals of a soc.ca analysis
map.ctr

Map the most contributing modalities
export

Export results from soc.ca
map.ca.base

Create the base of a soc.ca map
export.label

Exports the labels of a soc.ca object into a csv file.
political_space97

French Political Space example
%>%

Pipe operator
extract_sup

Extract supplementary categories from an soc.mca
taste

Taste dataset
supplementary.individuals

Add supplementary individuals to a result object
headings

Calculate contributions per heading
invert

Invert the direction of coordinates
map.path

Map path along an ordered variable
print.soc.mca

Print soc.ca objects
soc.ca

Soc.ca a package for specific correspondence analysis
map.active

Map the active modalities
map.select

Map select modalities and individuals
what.is.x

Check if data is valid for soc.mca
extract_ind

Extract individuals
extract_mod

Extract coordinates for the categories from an soc.mca
map.csa.all

Array of several CSA maps
ind.explorer

Explore the cloud of individuals
indicator

Indicator matrix
mca.eigen.check

MCA Eigenvalue check
map.sup

Map the supplementary modalities
mca.triads

Compare MCA's with triads
moschidis

Moschidis example
min_cut

Cut a continuous variable into categories with a specified minimum
map.csa.mca.array

CSA-MCA array
map.ellipse.array

Ellipse array
map.csa.mca

Map the coordinates of the individuals in a CSA and its MCA
map.ellipse

Concentration ellipses
pe13

The Field of the Danish Power Elite
soc.csa

Class Specific Multiple Correspondence Analysis
to.MCA

Convert to MCA class from FactoMineR
variance

Variance table
soc.mca

soc.mca soc.mca performs a specific multiple correspondence analysis on a data.frame of factors, where cases are rows and columns are variables.