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RTaxometrics (version 2.4)

Taxometric Analysis

Description

We provide functions to perform taxometric analyses. This package contains 44 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

2.4

License

MIT + file LICENSE

Maintainer

John Ruscio

Last Published

August 27th, 2020

Functions in RTaxometrics (2.4)

CalculateKurtosis

Calculates kurtosis
CalculateFitDensities

Calculates fit
CalculateCCFI

Calculates CCFIs
CalculateMAMBAC

Calculates MAMBAC curve
CalculateCCFIs

Calculates CCFIs for profiles
AssignMAXEIG

Assigns variables to input/output for MAXEIG procedure
AddVariance

Adds variance
CalculateMAXEIG

Calculates MAXEIG curve
CalculateLModeCCFI

Calculates L-Mode CCFI
AssignMAMBAC

Assigns variables to input/output for MAMBAC procedure
DisplayPanels

Displays panels of graphs
CheckClassification

Checks classification
DisplayCCFIs

Calculates and displays CCFIs
DisplayBaseRates

Displays base rates
CalculateValidity

Calculates Validity
CreateSample

Creates sample of data
CreateVariable

Creates a variable
DisplayTextOutput

Displays CCFI profile output
DisplaySpecifications

Displays analytic specifications
RunCCFIProfile

Performs taxometric analyses to generate a CCFI profile
DisplayProfiles

Plots CCFI Profiles
CalculateMAXSLOPE

Calculates MAXSLOPE curve
RunFactorAnalysis

Performs factor analysis
RunMAXSLOPE

Performs MAXSLOPE
CheckParameters

Checks parameters
SummarizeDist

Summarizes distribution
EstimateMAMBAC

Estimates MAMBAC base rate
CalculateSkew

Calculates skew
GenerateData

Generates comparison data
CheckData

Checks supplied data set
RunMAXEIG

Performs MAXEIG
RunTaxometrics

Taxometric analysis for a sample of data
EstimateLMode

Estimates L-Mode base rate
RunProceduresComp

Runs taxometric procedures for comparison data
RunProcedures

Runs taxometric procedures for empirical data
PlotPanel

Plots a panel of curves
ClassifyCases

Assigns cases to groups
CreateData

Creates a data set
EstimateMAXEIG

Estimates MAXEIG base rate
RemoveMissingData

Removes missing data
ProcessProfile

Calculates CCFIs and base rates for CCFI profile
EstimateMAXSLOPE

Estimates MAXSLOPE base rate
RunLMode

Performs L-Mode
RunMAMBAC

Performs MAMBAC