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rhoR

What is Rho

Rho is used to test the generalization of inter rater reliability (IRR) statistics. Calculating rho starts by generating a large number of simulated, fully-coded data sets: a sizable collection of hypothetical populations, all of which have a kappa value below a given threshold -- which indicates unacceptable agreement. Then kappa is calculated on a sample from each of those sets in the collection to see if it is equal to or higher than the kappa in then real sample. If less than five percent of the distribution of samples from the simulated data sets is greater than actual observed kappa, the null hypothesis is rejected and one can conclude that if the two raters had coded the rest of the data, we would have acceptable agreement (kappa above the threshold).


Installation

Install release version from CRAN

install.packages("rhoR")

Install development version

devtools::install_git(url = "https://gitlab.com/epistemic-analytics/qe-packages/rhoR/", ref="master")

Resources

To learn more about Rho, visit the resources page.

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Version

Install

install.packages('rhoR')

Monthly Downloads

227

Version

1.3.0.3

License

GPL-3 | file LICENSE

Maintainer

Cody L Marquart

Last Published

September 13th, 2020

Functions in rhoR (1.3.0.3)

as.code.set

Convert codeset to contingency table
baserate

Calculate Baserate
codeSet

codeSet
contingency_table

contingency_table
baserateCT

Calculate Baserate (CT)
as.contingency.table

Convert a codeset to a contingency table
baserateSet

Calculate Baserate (Set)
createSimulatedCodeSet

Create Simulated codeSet
getHandCT

Get Handset
contingencyTable

contingencyTable
kappa_ct

kappa_ct
getBootPvalue_c

getBootPvalue_c
getHandSetIndices

Generate a Handset
generateKPs_c

generate_kp_list
getHand_kappa

getHand_kappa
rhoK

Rho (kappa)
rhoMin

Rho Min
getHandSet

Get Handset
kappaSet

Calculate kappa (Set)
kappaCT

Calculate kappa (contingency Table)
recall

recall
rho

Rho
$.rating.set

Helper function to return special values on a rating set
kappa

Calculate kappa
getTestSet

Get Test Set
rhoR

rhoR: A package for computing rho
rhoSet

Rho (set)
rho.file

Rho using a file
rhoCT

Rho (contingency Table)
sample_contingency_table

sample_contingency_table
random_contingency_table

random_contingency_table