RTaxometrics3.2.1 package

Taxometric Analysis

AddVariance

Adds variance

AssignMAMBAC

Assigns variables to input/output for MAMBAC procedure

AssignMAXEIG

Assigns variables to input/output for MAXEIG procedure

CalculateBaseRates

Calculates and returns base rate estimates for taxometric analysis

CalculateCCFI

Calculates CCFIs

CalculateCCFIs

Calculates CCFIs for profiles

CalculateCCFIsProfile

Calculates CCFIs for profiles

CalculateFitDensities

Calculates fit

CalculateKurtosis

Calculates kurtosis

CalculateLModeCCFI

Calculates L-Mode CCFI

CalculateMAMBAC

Calculates MAMBAC curve

CalculateMAXEIG

Calculates MAXEIG curve

CalculateMAXSLOPE

Calculates MAXSLOPE curve

CalculateProfileOutput

Provides aggregated CCFIs and base rate estimates for CCFI profile

CalculateSkew

Calculates skew

CalculateValidity

Calculates Validity

CheckClassification

Checks classification

CheckData

Checks supplied data set

CheckParameters

Checks parameters

ClassifyCases

Assigns cases to groups

CreateData

Creates a data set

CreateSample

Creates sample of data

CreateVariable

Creates a variable

DisplayPanels

Displays panels of graphs

DisplayProfiles

Plots CCFI Profiles

EstimateLMode

Estimates L-Mode base rate

EstimateMAMBAC

Estimates MAMBAC base rate

EstimateMAXEIG

Estimates MAXEIG base rate

EstimateMAXSLOPE

Estimates MAXSLOPE base rate

GenerateData

Generates comparison data

GetSpecifications

Provides analytic specifications

PlotPanel

Plots a panel of curves

ProcessProfile

Calculates CCFIs and base rates for CCFI profile

RemoveMissingData

Removes missing data

RunCCFIProfile

Performs taxometric analyses to generate a CCFI profile

RunFactorAnalysis

Performs factor analysis

RunLMode

Performs L-Mode

RunMAMBAC

Performs MAMBAC

RunMAXEIG

Performs MAXEIG

RunMAXSLOPE

Performs MAXSLOPE

RunProcedures

Runs taxometric procedures for empirical data

RunProceduresComp

Runs taxometric procedures for comparison data

RunTaxometrics

Taxometric analysis for a sample of data

SummarizeDist

Summarizes distribution

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.

  • Maintainer: John Ruscio
  • License: MIT + file LICENSE
  • Last published: 2023-05-30