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MAINT.Data (version 1.0.1)

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

1.0.1

License

GPL-2

Maintainer

Antonio Duarte Silva

Last Published

December 31st, 2016

Functions in MAINT.Data (1.0.1)

DACrossVal

Cross Validation for Discriminant Analysis Classification Rules
extmatrix-class

Class “extmatrix”
ConfTests-class

Class "Configuration Tests"
fasttle-methods

Methods for Function fasttle in Package ‘MAINT.Data’
ChinaTemp

China Temperatures Data Set
coef--methods

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

Discriminant Analysis of Interval Data
fulltle-methods

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

Cars Data Set
BestModel-methods

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

Class "Idtlda"
IdtE-class

Class "IdtE"
IdtMANOVA-class

Class "IdtMANOVA"
IData

Interval Data objects
IData-class

Class "IData"
IdtMxE-class

Class "IdtMxE"
IdtMxNDRE-class

Class "IdtMxNDE"
IdtMxSNDE-class

Class "IdtMxSNDE"
IdtMxNandSNDE-class

Class "IdtMxNandSNDE"
IdtMxNDE-class

Class "IdtMxNDE"
IdtSNgenda-class

Class "IdtSNgenda"
IdtSngNandSNDE-class

Class "IdtSngNandSNDE"
LRTest-class

Class "LRTest"
MAINT.Data-internal

Operators, functions and other Internal MAINT.Data objects.
IdtSNlocda-class

Class "IdtSNlocda"
IdtSngSNDE-class

Class "IdtSngSNDE"
vcov--methods

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

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

Repeated Local Optimization
mle-methods

Methods for Function mle in Package `MAINT.Data'
RobEstControl-class

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

Class "IdtNDE"
IdtNandSNDE-class

Class "IdtNandSNDE"
RobEstControl

Constructor function for objects of class "RobEstControl"
Idtqda-class

Class "Idtqda"
MANOVA-methods

Methods for Function MANOVA in Package `MAINT.Data'
IdtSNDE-class

Class "IdtSNDE"
MAINT.Data-package

Modelling and Analizing Interval Data
IdtSngNDRE-class

Class "IdtSngNDRE"
IdtSngNDE-class

Class "IdtSngNDE"
RobMxtDEst-methods

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

Methods for function stdEr in Package `MAINT.Data'