iprior: Linear Regression using I-Priors

Provides methods to perform and analyse I-prior regression models. Estimation is mainly done via an EM algorithm, but there is flexibility in using any optimiser.

AuthorHaziq Jamil [aut, cre]
Date of publication2017-01-14 12:46:37
MaintainerHaziq Jamil <haziq.jamil@gmail.com>
LicenseGPL (>= 3.0)
Version0.6.3
http://github.com/haziqjamil/iprior

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Files in this package

iprior
iprior/inst
iprior/inst/doc
iprior/inst/doc/iprior_vignette.html
iprior/inst/doc/kernel_matrix.R
iprior/inst/doc/iprior_vignette.Rmd
iprior/inst/doc/kernel_matrix.html
iprior/inst/doc/kernel_matrix.Rmd
iprior/inst/doc/iprior_vignette.R
iprior/tests
iprior/tests/testthat.R
iprior/tests/testthat
iprior/tests/testthat/test-2kernel_loader.R
iprior/tests/testthat/Rplots.pdf
iprior/tests/testthat/test-8iprior_plot.R
iprior/tests/testthat/test-9iprior_ot.R
iprior/tests/testthat/test-7iprior_methods.R
iprior/tests/testthat/test-1kernel.R
iprior/tests/testthat/test-4high_order.R
iprior/tests/testthat/test-3kernel_loader_names.R
iprior/tests/testthat/test-5mixed_kernel.R
iprior/tests/testthat/test-6iprior.R
iprior/src
iprior/src/fastSquare.cpp
iprior/src/fastVDiag.cpp
iprior/src/eigenCpp.cpp
iprior/src/RcppExports.cpp
iprior/NAMESPACE
iprior/NEWS.md
iprior/data
iprior/data/hsb.RData
iprior/data/hsbsmall.rda
iprior/data/datfbm.RData
iprior/data/simdat.RData
iprior/data/pollution.rda
iprior/R
iprior/R/Kernel_loader.R iprior/R/ipriorOptim.R iprior/R/Utilities.R iprior/R/Data.R iprior/R/fisher.R iprior/R/logLik.R iprior/R/Kernel_functions.R iprior/R/iprior.R iprior/R/plot.R iprior/R/predict.R iprior/R/update.R iprior/R/progress.R iprior/R/slope.R iprior/R/RcppExports.R iprior/R/Namespace.R iprior/R/fbmOptim.R iprior/R/ipriorEM.R iprior/R/ipriorEM_helper.R
iprior/vignettes
iprior/vignettes/iprior_vignette.Rmd
iprior/vignettes/kernel_matrix.Rmd
iprior/README.md
iprior/MD5
iprior/build
iprior/build/vignette.rds
iprior/DESCRIPTION
iprior/man
iprior/man/datfbm.Rd iprior/man/hsb.Rd iprior/man/progress.Rd iprior/man/fbmOptim.Rd iprior/man/ipriorColPal.Rd iprior/man/logLik.Rd iprior/man/kernel.Rd iprior/man/kernL.Rd iprior/man/ipriorOptim.Rd iprior/man/predict.Rd iprior/man/iprior.Rd iprior/man/simdat.Rd iprior/man/slope.Rd iprior/man/sigma.Rd iprior/man/pollution.Rd iprior/man/plot.Rd iprior/man/hsbsmall.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

All documentation is copyright its authors; we didn't write any of that.