MAINT.Data: Model and Analyse Interval Data

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.

Author
Pedro Duarte Silva <psilva@porto.ucp.pt>, Paula Brito <mpbrito.fep.up.pt>
Date of publication
2016-10-16 17:39:04
Maintainer
Pedro Duarte Silva <psilva@porto.ucp.pt>
License
GPL-2
Version
1.0.0

View on CRAN

Man pages

BestModel-methods
Methods for function BestModel in Package 'MAINT.Data'
CarsData
Cars Data Set
ChinaTemp
China Temperatures Data Set
coef-methods
Methods for function coef in Package 'MAINT.Data'
ConfTests-class
Class "Configuration Tests"
DACrossVal
Cross Validation for Discriminant Analysis Classification...
da-methods
Discriminant Analysis of Interval Data
extmatrix
Class "extmatrix"
fasttle-methods
Methods for Function fasttle in Package 'MAINT.Data'
fulltle-methods
Methods for Function fulltle in Package 'MAINT.Data'
IData
Interval Data objects
IData-class
Class "IData"
IdtE-class
Class "IdtE"
Idtlda-class
Class "Idtlda"
IdtMANOVA-class
Class "IdtMANOVA"
IdtMxE-class
Class "IdtMxE"
IdtMxNandSNDE-class
Class "IdtMxNandSNDE"
IdtMxNDE-class
Class "IdtMxNDE"
IdtMxNDRE-class
Class "IdtMxNDE"
IdtMxSNDE-class
Class "IdtMxSNDE"
IdtNandSNDE-class
Class "IdtNandSNDE"
IdtNDE-class
Class "IdtNDE"
Idtqda-class
Class "Idtqda"
IdtSNDE-class
Class "IdtSNDE"
IdtSNgenda-class
Class "IdtSNgenda"
IdtSngNandSNDE-class
Class "IdtSngNandSNDE"
IdtSngNDE-class
Class "IdtSngNDE"
IdtSngNDRE-class
Class "IdtSngNDRE"
IdtSngSNDE-class
Class "IdtSngSNDE"
IdtSNlocda-class
Class "IdtSNlocda"
LRTest-class
Class "LRTest"
MAINT.Data-internal
Operators, functions and other Internal MAINT.Data objects.
MAINT.Data-package
Modelling and Analizing Interval Data
MANOVA-methods
Methods for Function MANOVA in Package 'MAINT.Data'
mle-methods
Methods for Function mle in Package 'MAINT.Data'
RepLOptim
Repeated Local Optimization
RobEstControl
Constructor function for objects of class "RobEstControl"
RobEstControl-class
Class 'RobEstControl' - contains control parameters for the...
RobMxtDEst-methods
Methods for Function RobMxtDEst in Package 'MAINT.Data'
stdEr-methods
Methods for function stdEr in Package 'MAINT.Data'
testMod-methods
Methods for Function testMod in Package 'MAINT.Data'
vcov-methods
Methods for function vcov in Package 'MAINT.Data'

Files in this package

MAINT.Data
MAINT.Data/src
MAINT.Data/src/EigenDinArr.cpp
MAINT.Data/src/msnCP_dev_grad.cpp
MAINT.Data/src/tle.h
MAINT.Data/src/msnCP_Aux.h
MAINT.Data/src/EigenRestCovGrad.cpp
MAINT.Data/src/sampleint.h
MAINT.Data/src/sampleint.cpp
MAINT.Data/src/AuxTmplFoo.cpp
MAINT.Data/src/EigenTmplFoo.cpp
MAINT.Data/src/fasttle.cpp
MAINT.Data/src/fulltle.cpp
MAINT.Data/src/msnCP_Aux.cpp
MAINT.Data/src/msnCP_dev.cpp
MAINT.Data/src/msnCP_dev.h
MAINT.Data/NAMESPACE
MAINT.Data/CHANGELOG
MAINT.Data/data
MAINT.Data/data/CarsData.RData
MAINT.Data/data/ChinaTemp.RData
MAINT.Data/R
MAINT.Data/R/SNmle.R
MAINT.Data/R/msnCP.dev.R
MAINT.Data/R/ClasGenMetDef.R
MAINT.Data/R/fulltle.R
MAINT.Data/R/lqda.R
MAINT.Data/R/sknda.R
MAINT.Data/R/Rfulltle.R
MAINT.Data/R/IdtMaxLikSN.R
MAINT.Data/R/RepLOptim.R
MAINT.Data/R/msnCP.dev.grad.R
MAINT.Data/R/SkNObsLikGradients.R
MAINT.Data/R/pdwt.solve.R
MAINT.Data/R/sysdata.rda
MAINT.Data/R/Rfasttle.R
MAINT.Data/R/CPLogLik.grads.R
MAINT.Data/R/mle.R
MAINT.Data/R/fasttle.R
MAINT.Data/R/mleVCOV.R
MAINT.Data/R/MxtDist.fit.R
MAINT.Data/R/Conversions.R
MAINT.Data/R/Azzalini_sn_code.R
MAINT.Data/R/CholeskiGradients.R
MAINT.Data/R/Robldaqda.R
MAINT.Data/R/RestCPMaxLik.R
MAINT.Data/R/RobMxtDEst.R
MAINT.Data/R/IData.R
MAINT.Data/R/IdtMaxLikN.R
MAINT.Data/R/DACrossVal.R
MAINT.Data/R/CPMaxLik.R
MAINT.Data/R/IdtMaxLikNC2.R
MAINT.Data/R/feasmu0.R
MAINT.Data/MD5
MAINT.Data/DESCRIPTION
MAINT.Data/man
MAINT.Data/man/IdtNDE-class.Rd
MAINT.Data/man/da-methods.Rd
MAINT.Data/man/IdtSNgenda-class.Rd
MAINT.Data/man/IdtMANOVA-class.Rd
MAINT.Data/man/Idtqda-class.Rd
MAINT.Data/man/IdtSngSNDE-class.Rd
MAINT.Data/man/IdtSngNandSNDE-class.Rd
MAINT.Data/man/mle-methods.Rd
MAINT.Data/man/RobEstControl-class.Rd
MAINT.Data/man/MAINT.Data-internal.Rd
MAINT.Data/man/IdtMxE-class.Rd
MAINT.Data/man/RepLOptim.Rd
MAINT.Data/man/CarsData.Rd
MAINT.Data/man/IdtMxNDRE-class.Rd
MAINT.Data/man/fasttle-methods.Rd
MAINT.Data/man/IdtMxNandSNDE-class.Rd
MAINT.Data/man/vcov-methods.Rd
MAINT.Data/man/testMod-methods.Rd
MAINT.Data/man/ConfTests-class.Rd
MAINT.Data/man/IdtSNlocda-class.Rd
MAINT.Data/man/IData.Rd
MAINT.Data/man/stdEr-methods.Rd
MAINT.Data/man/IdtMxSNDE-class.Rd
MAINT.Data/man/IdtMxNDE-class.Rd
MAINT.Data/man/RobEstControl.Rd
MAINT.Data/man/IdtSngNDRE-class.Rd
MAINT.Data/man/IdtE-class.Rd
MAINT.Data/man/MANOVA-methods.Rd
MAINT.Data/man/IdtSngNDE-class.Rd
MAINT.Data/man/IdtNandSNDE-class.Rd
MAINT.Data/man/IData-class.Rd
MAINT.Data/man/coef-methods.Rd
MAINT.Data/man/IdtSNDE-class.Rd
MAINT.Data/man/LRTest-class.Rd
MAINT.Data/man/DACrossVal.Rd
MAINT.Data/man/ChinaTemp.Rd
MAINT.Data/man/MAINT.Data-package.Rd
MAINT.Data/man/RobMxtDEst-methods.Rd
MAINT.Data/man/Idtlda-class.Rd
MAINT.Data/man/fulltle-methods.Rd
MAINT.Data/man/extmatrix.Rd
MAINT.Data/man/BestModel-methods.Rd