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MAINT.Data (version 2.7.1)

Model and Analyse Interval Data

Description

Implements methodologies for modelling interval data by Normal and Skew-Normal distributions, considering appropriate parameterizations of the variance-covariance matrix that takes into account the intrinsic nature of interval data, and lead to four different possible configuration structures. The Skew-Normal parameters can be estimated by maximum likelihood, while Normal parameters may be estimated by maximum likelihood or robust trimmed maximum likelihood methods.

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Version

Install

install.packages('MAINT.Data')

Monthly Downloads

316

Version

2.7.1

License

GPL-2

Maintainer

Pedro Silva

Last Published

April 4th, 2023

Functions in MAINT.Data (2.7.1)

IdtMxE-class

Class IdtMxE
IData-class

Class IData
IdtMANOVA-class

Class IdtMANOVA
IdtOutl-class

Class IdtOutl
IData

Interval Data objects
IdtE-class

Class IdtE
IdtMxNandSNDE-class

Class IdtMxNandSNDE
IdtMxNDRE-class

Class IdtMxNDE
IdtSngNDE-class

Class IdtSngNDE
IdtSngNDRE-class

Class IdtSngNDRE
IdtMxNDE-class

Class IdtMxNDE
IdtSNDE-class

Class "IdtSNDE"
IdtSNgenda-class

Class "IdtSNgenda"
IdtMxtNDE-class

Class IdtMxtNDE
IdtOutl-methods

Plot method for class IdtOutl in Package `MAINT.Data'
IdtSngNandSNDE-class

Class IdtSngNandSNDE
Idtmclust-methods

Methods for function Idtmclust in Package `MAINT.Data'
IdtSNlocda-class

Class "IdtSNlocda"
Idtlda-class

Class "Idtlda"
IdtMxSNDE-class

Class IdtMxSNDE
LoansbyPurpose_minmaxDt

Loans by purpose: minimum and maximum Data Set
IdtSngSNDE-class

Class IdtSngSNDE
LoansbyRiskLvs_minmaxDt

Loans by risk levels: minimum and maximum Data Set
IdtMclust-class

Class IdtMclust
RobEstControl-class

Class 'RobEstControl' - contains control parameters for the robust estimation of parametric interval data models.
MANOVAPermTest

MANOVA permutation test
RobEstControl

Constructor function for objects of class RobEstControl
IdtNDE-class

Class IdtNDE
IdtNandSNDE-class

Class IdtNandSNDE
LoansbyRiskLvs_qntlDt

Loans by risk levels: ten and ninety per cent quantiles Data Set
Idtqda-class

Class "Idtqda"
RobMxtDEst-methods

Methods for Function RobMxtDEst in Package `MAINT.Data'
MAINT.Data-internal

Operators, functions and other Internal MAINT.Data objects.
cor--methods

Methods for function cor in Package `MAINT.Data'
coef--methods

Methods for function coef in Package `MAINT.Data'
pcoordplot-methods

Parallel coordinates plot.
qda-methods

Quadratic Discriminant Analysis of Interval Data
RepLOptim

Repeated Local Optimization
extmatrix-class

Class “extmatrix”
fasttle-methods

Methods for Function fasttle in Package ‘MAINT.Data’
lda-methods

Linear Discriminant Analysis of Interval Data
LRTest-class

Class LRTest
plot-methods

Methods for function plot in Package `MAINT.Data'
vcov--methods

Methods for function vcov in Package `MAINT.Data'
Robda-methods

Robust Discriminant Analysis of Interval Data
snda-methods

Skew-Normal Discriminant Analysis of Interval Data
mle-methods

Methods for function mle in Package `MAINT.Data'
nycflights

New York City flights Data Set
stdEr--methods

Methods for function stdEr in Package `MAINT.Data'
mean--methods

Methods for function mean in Package `MAINT.Data'
plotInfCrt-methods

Information criteria plot.
MAINT.Data-package

Modelling and Analizing Interval Data
summary-methods

IdtMclust summary method
qHardRoqF

Hardin and Rocke F-quantiles
MANOVA-methods

Methods for Function MANOVA in Package `MAINT.Data'
fulltle-methods

Methods for Function fulltle in Package ‘MAINT.Data’
getIdtOutl

Get Interval Data Outliers
testMod-methods

Methods for Function testMod in Package `MAINT.Data'
var--methods

Methods for function var in Package `MAINT.Data'
BestModel-methods

Methods for function BestModel in Package `MAINT.Data'
EMControl-class

EM algorithm control parameters for fitting Gaussian mixtures to interval data.
Cars

Cars Data Set
Abalone

Abalone Data Set
ConfTests-class

Class "Configuration Tests"
EMControl

Constructor function for objects of class EMControl
DACrossVal

Cross Validation for Discriminant Analysis Classification Rules
ChinaTemp

China Temperatures Data Set
AgrMcDt

Agregate Micro Data
ConfMat

Confussion Matrices for classification results