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MAINT.Data (version 1.1.1)

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

1.1.1

License

GPL-2

Maintainer

Antonio Duarte Silva

Last Published

June 5th, 2017

Functions in MAINT.Data (1.1.1)

ChinaTemp

China Temperatures Data Set
ConfTests-class

Class "Configuration Tests"
IData

Interval Data objects
IdtE-class

Class "IdtE"
BestModel-methods

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

Cars Data Set
IdtMxNDE-class

Class "IdtMxNDE"
IdtMxNDRE-class

Class "IdtMxNDE"
DACrossVal

Cross Validation for Discriminant Analysis Classification Rules
IData-class

Class "IData"
IdtNDE-class

Class "IdtNDE"
IdtNandSNDE-class

Class "IdtNandSNDE"
MANOVA-methods

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

Repeated Local Optimization
IdtSNDE-class

Class "IdtSNDE"
IdtSNgenda-class

Class "IdtSNgenda"
IdtMANOVA-class

Class "IdtMANOVA"
IdtMxE-class

Class "IdtMxE"
IdtMxNandSNDE-class

Class "IdtMxNandSNDE"
IdtMxSNDE-class

Class "IdtMxSNDE"
MAINT.Data-internal

Operators, functions and other Internal MAINT.Data objects.
MAINT.Data-package

Modelling and Analizing Interval Data
extmatrix-class

Class “extmatrix”
IdtSngSNDE-class

Class "IdtSngSNDE"
Idtlda-class

Class "Idtlda"
RobMxtDEst-methods

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

Methods for function coef in Package `MAINT.Data'
IdtSngNDRE-class

Class "IdtSngNDRE"
IdtSngNandSNDE-class

Class "IdtSngNandSNDE"
fulltle-methods

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

Class "IdtSNlocda"
IdtSngNDE-class

Class "IdtSngNDE"
Idtqda-class

Class "Idtqda"
LRTest-class

Class "LRTest"
cor--methods

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

Discriminant Analysis of Interval Data
fasttle-methods

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

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

Methods for Function testMod in Package `MAINT.Data'
getIdtOutl

Get Interval Data Outliers
var--methods

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

Methods for function vcov in Package `MAINT.Data'
RobEstControl-class

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

Constructor function for objects of class "RobEstControl"
mle-methods

Methods for Function mle in Package `MAINT.Data'
qHardRoqF

Hardin and Rocke F-quantiles