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.

AuthorPedro Duarte Silva <psilva@porto.ucp.pt>, Paula Brito <mpbrito.fep.up.pt>
Date of publication2016-12-31 16:47:30
MaintainerPedro Duarte Silva <psilva@porto.ucp.pt>
LicenseGPL-2
Version1.0.1

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

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