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MAINT.Data (version 2.3.1)

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

415

Version

2.3.1

License

GPL-2

Maintainer

Antonio Duarte Silva

Last Published

January 7th, 2020

Functions in MAINT.Data (2.3.1)

EMControl

Constructor function for objects of class EMControl
Abalone

Abalone Data Set
BestModel-methods

Methods for function BestModel in Package `MAINT.Data'
ChinaTemp

China Temperatures Data Set
DACrossVal

Cross Validation for Discriminant Analysis Classification Rules
EMControl-class

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

Agregate Micro Data
IData-class

Class IData
Cars

Cars Data Set
ConfTests-class

Class "Configuration Tests"
IdtMxSNDE-class

Class IdtMxSNDE
IdtMxNandSNDE-class

Class IdtMxNandSNDE
IdtSNgenda-class

Class "IdtSNgenda"
IdtSNDE-class

Class "IdtSNDE"
IdtNandSNDE-class

Class IdtNandSNDE
IdtE-class

Class IdtE
IdtMANOVA-class

Class IdtMANOVA
IdtOutl-methods

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

Class IdtMxE
IdtSngNDRE-class

Class IdtSngNDRE
IdtMclust-class

Class IdtMclust
LRTest-class

Class LRTest
InformationCriteria--methods

Methods for functions BIC and AIC in Package `MAINT.Data'
IdtSngNandSNDE-class

Class IdtSngNandSNDE
IdtMxNDRE-class

Class IdtMxNDE
IdtSNlocda-class

Class "IdtSNlocda"
IdtMxNDE-class

Class IdtMxNDE
IdtSngNDE-class

Class IdtSngNDE
Idtlda-class

Class "Idtlda"
IdtSngSNDE-class

Class IdtSngSNDE
Idtmclust-methods

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

Class "Idtqda"
RobEstControl-class

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

Constructor function for objects of class RobEstControl
RobMxtDEst-methods

Methods for Function RobMxtDEst in Package `MAINT.Data'
RepLOptim

Repeated Local Optimization
IData

Interval Data objects
Robda-methods

Robust Discriminant Analysis of Interval Data
IdtOutl-class

Class IdtOutl
MANOVAPermTest

MANOVA permutation test
fulltle-methods

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

Get Interval Data Outliers
LoansbyRiskLvs_qntlDt

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

Class IdtMxtNDE
IdtNDE-class

Class IdtNDE
LoansbyRiskLvs_minmaxDt

Loans by risk levels: minimum and maximum Data Set
LoansbyPurpose_minmaxDt

Loans by purpose: minimum and maximum Data Set
LogLikelihood--methods

Methods for function logLik in Package `MAINT.Data'
lda-methods

Linear Discriminant Analysis of Interval Data
MAINT.Data-internal

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

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

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

Skew-Normal Discriminant Analysis of Interval Data
MAINT.Data-package

Modelling and Analizing Interval Data
MANOVA-methods

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

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

Quadratic Discriminant Analysis of Interval Data
fasttle-methods

Methods for Function fasttle in Package ‘MAINT.Data’
extmatrix-class

Class “extmatrix”
qHardRoqF

Hardin and Rocke F-quantiles
pcoordplot-methods

Parallel coordinates plot.
plot-methods

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

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

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

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

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

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

Methods for function vcov in Package `MAINT.Data'