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RTaxometrics (version 3.2.1)

Taxometric Analysis

Description

We provide functions to perform taxometric analyses. This package contains 46 functions, but only 5 should be called directly by users. CheckData() should be run prior to any taxometric analysis to ensure that the data are appropriate for taxometric analysis. RunTaxometrics() performs taxometric analyses for a sample of data. RunCCFIProfile() performs a series of taxometric analyses to generate a CCFI profile. CreateData() generates a sample of categorical or dimensional data. ClassifyCases() assigns cases to groups using the base-rate classification method.

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Version

Install

install.packages('RTaxometrics')

Monthly Downloads

283

Version

3.2.1

License

MIT + file LICENSE

Maintainer

John Ruscio

Last Published

May 30th, 2023

Functions in RTaxometrics (3.2.1)

CheckClassification

Checks classification
CalculateMAMBAC

Calculates MAMBAC curve
DisplayPanels

Displays panels of graphs
CreateVariable

Creates a variable
CalculateMAXEIG

Calculates MAXEIG curve
GetSpecifications

Provides analytic specifications
CalculateValidity

Calculates Validity
RemoveMissingData

Removes missing data
ProcessProfile

Calculates CCFIs and base rates for CCFI profile
ClassifyCases

Assigns cases to groups
PlotPanel

Plots a panel of curves
EstimateMAMBAC

Estimates MAMBAC base rate
CreateData

Creates a data set
EstimateMAXEIG

Estimates MAXEIG base rate
RunMAXEIG

Performs MAXEIG
CheckData

Checks supplied data set
RunMAXSLOPE

Performs MAXSLOPE
EstimateMAXSLOPE

Estimates MAXSLOPE base rate
RunLMode

Performs L-Mode
GenerateData

Generates comparison data
RunTaxometrics

Taxometric analysis for a sample of data
RunMAMBAC

Performs MAMBAC
CreateSample

Creates sample of data
RunProcedures

Runs taxometric procedures for empirical data
RunProceduresComp

Runs taxometric procedures for comparison data
CalculateProfileOutput

Provides aggregated CCFIs and base rate estimates for CCFI profile
RunCCFIProfile

Performs taxometric analyses to generate a CCFI profile
EstimateLMode

Estimates L-Mode base rate
DisplayProfiles

Plots CCFI Profiles
SummarizeDist

Summarizes distribution
RunFactorAnalysis

Performs factor analysis
AddVariance

Adds variance
CalculateCCFIsProfile

Calculates CCFIs for profiles
CalculateCCFI

Calculates CCFIs
CalculateCCFIs

Calculates CCFIs for profiles
CalculateKurtosis

Calculates kurtosis
CalculateBaseRates

Calculates and returns base rate estimates for taxometric analysis
AssignMAMBAC

Assigns variables to input/output for MAMBAC procedure
CalculateLModeCCFI

Calculates L-Mode CCFI
AssignMAXEIG

Assigns variables to input/output for MAXEIG procedure
CalculateFitDensities

Calculates fit
CalculateSkew

Calculates skew
CheckParameters

Checks parameters
CalculateMAXSLOPE

Calculates MAXSLOPE curve