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MAINT.Data (version 2.6.2)

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

394

Version

2.6.2

License

GPL-2

Maintainer

Pedro Silva

Last Published

September 21st, 2021

Functions in MAINT.Data (2.6.2)

EMControl-class

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

Confussion Matrices for classification results
EMControl

Constructor function for objects of class EMControl
Cars

Cars Data Set
Abalone

Abalone Data Set
ConfTests-class

Class "Configuration Tests"
ChinaTemp

China Temperatures Data Set
AgrMcDt

Agregate Micro Data
DACrossVal

Cross Validation for Discriminant Analysis Classification Rules
BestModel-methods

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

Class IdtOutl
IData-class

Class IData
IData

Interval Data objects
IdtMxE-class

Class IdtMxE
IdtMxNDE-class

Class IdtMxNDE
IdtE-class

Class IdtE
IdtMxNandSNDE-class

Class IdtMxNandSNDE
IdtMxSNDE-class

Class IdtMxSNDE
IdtMxtNDE-class

Class IdtMxtNDE
IdtMxNDRE-class

Class IdtMxNDE
IdtNDE-class

Class IdtNDE
LRTest-class

Class LRTest
IdtNandSNDE-class

Class IdtNandSNDE
MAINT.Data-internal

Operators, functions and other Internal MAINT.Data objects.
LoansbyRiskLvs_qntlDt

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

Class IdtSngNDRE
Idtqda-class

Class "Idtqda"
IdtOutl-methods

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

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

Class IdtSngNDE
IdtSNDE-class

Class "IdtSNDE"
IdtMANOVA-class

Class IdtMANOVA
Idtlda-class

Class "Idtlda"
RobMxtDEst-methods

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

Robust Discriminant Analysis of Interval Data
IdtSngNandSNDE-class

Class IdtSngNandSNDE
RepLOptim

Repeated Local Optimization
LoansbyPurpose_minmaxDt

Loans by purpose: minimum and maximum Data Set
LoansbyRiskLvs_minmaxDt

Loans by risk levels: minimum and maximum Data Set
MAINT.Data-package

Modelling and Analizing Interval Data
IdtMclust-class

Class IdtMclust
MANOVAPermTest

MANOVA permutation test
RobEstControl

Constructor function for objects of class RobEstControl
MANOVA-methods

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

Methods for Function fulltle in Package ‘MAINT.Data’
IdtSNgenda-class

Class "IdtSNgenda"
IdtSngSNDE-class

Class IdtSngSNDE
RobEstControl-class

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

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

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

Linear Discriminant Analysis of Interval Data
mle-methods

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

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

Class "IdtSNlocda"
pcoordplot-methods

Parallel coordinates plot.
summary-methods

IdtMclust summary method
stdEr--methods

Methods for function stdEr in Package `MAINT.Data'
getIdtOutl

Get Interval Data Outliers
vcov--methods

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

Quadratic Discriminant Analysis of Interval Data
nycflights

New York City flights Data Set
snda-methods

Skew-Normal Discriminant Analysis of Interval Data
testMod-methods

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

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

Methods for function plot in Package `MAINT.Data'
qHardRoqF

Hardin and Rocke F-quantiles
fasttle-methods

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

Class “extmatrix”
plotInfCrt-methods

Information criteria plot.