Package: iRegression 1.2.1

Eufrasio de A. Lima Neto

iRegression: Regression Methods for Interval-Valued Variables

Contains some important regression methods for interval-valued variables. For each method, it is available the fitted values, residuals and some goodness-of-fit measures.

Authors:Eufrasio de A. Lima Neto / Claudio A. V. de Souza Filho / Pedro R. D. Marinho

iRegression_1.2.1.tar.gz
iRegression_1.2.1.tar.gz(r-4.5-noble)iRegression_1.2.1.tar.gz(r-4.4-noble)
iRegression_1.2.1.tgz(r-4.4-emscripten)iRegression_1.2.1.tgz(r-4.3-emscripten)
iRegression.pdf |iRegression.html✨
iRegression/json (API)

# Install 'iRegression' in R:
install.packages('iRegression', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

48 exports 1 stars 0.00 score 4 dependencies 17 scripts 171 downloads

Last updated 8 years agofrom:4d2c16e000. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 14 2024
R-4.5-linuxOKSep 14 2024

Exports:bivarbivar.defaultbivar.formulaccrmccrm.defaultccrm.formulacmcm.defaultcm.formulacoef.bivarcoef.ccrmcoef.crmcoef.MinMaxcrmcrm.defaultcrm.formulafitted.bivarfitted.ccrmfitted.cmfitted.crmfitted.MinMaxMinMaxMinMax.defaultMinMax.formulaprint.bivarprint.ccrmprint.cmprint.coef.bivarprint.coef.ccrmprint.coef.crmprint.coef.MinMaxprint.crmprint.MinMaxprint.summary.bivarprint.summary.ccrmprint.summary.cmprint.summary.crmprint.summary.MinMaxresiduals.bivarresiduals.ccrmresiduals.cmresiduals.crmresiduals.MinMaxsummary.bivarsummary.ccrmsummary.cmsummary.crmsummary.MinMax

Dependencies:latticeMatrixmgcvnlme

Readme and manuals

Help Manual

Help pageTopics
Regression Methods for Interval-Valued VariablesiRegression-package iRegression
Bivariate Symbolic Regression Methodbivar bivar.default bivar.formula
Cardiological Interval Data Set (Centre and Range)Cardiological.CR
Cardiological Interval Data SetCardiological.MinMax
Constrained Centre and Range Methodccrm ccrm.default ccrm.formula
Centre Methodcm cm.default cm.formula
Extract the Coefficients for the Bivariate Symbolic Regression Methodcoef.bivar coefficients.bivar
Extract the Coefficients for the Constrained Centre and Range Methodcoef.ccrm coefficients.ccrm
Extract the Coefficients for the Centre and Range Methodcoef.crm coefficients.crm
Extract Coefficients for the MinMax Methodcoef.MinMax coefficients.MinMax
Centre and Range Methodcrm crm.default crm.formula
Extract Bivariate Symbolic Regression Method Fitted Valuesfitted.bivar fitted.values.bivar
Extract Constrained Centre and Range Method Fitted Valuesfitted.ccrm fitted.values.ccrm
Extract Centre Method Fitted Valuesfitted.cm fitted.values.cm
Extract Centre and Range Method Fitted Valuesfitted.crm fitted.values.crm
Extract MinMax Method Fitted Valuesfitted.MinMax fitted.values.MinMax
MinMax MethodMinMax MinMax.default MinMax.formula
Print Values for various iRegression methodsprint.bivar print.ccrm print.cm print.coef.bivar print.coef.ccrm print.coef.crm print.coef.MinMax print.crm print.MinMax print.summary.bivar print.summary.ccrm print.summary.cm print.summary.crm print.summary.MinMax
Extract Bivariate Symbolic Regression Method Residualsresiduals.bivar
Extract Constrained Centre and Range Method Residualsresiduals.ccrm
Extract Centre Method Residualsresiduals.cm
Extract Centre and Range Method Residualsresiduals.crm
Extract MinMax Method Residualsresiduals.MinMax
Soccer Interval Data Setsoccer.bivar
Summarizing Bivariate Symbolic Regression Method Fitssummary.bivar
Summarizing Constrained Centre and Range Method Fitssummary.ccrm
Summarizing Centre Method Fitssummary.cm
Summarizing Centre and Range Method Fitssummary.crm
Summarizing MinMax Method Fitssummary.MinMax