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 publication2017-02-14 12:19:16
MaintainerHaziq Jamil <haziq.jamil@gmail.com>
LicenseGPL (>= 3.0)
Version0.6.4
https://github.com/haziqjamil/iprior

View on CRAN

Functions

Canonical Man page
datfbm Man page
deviance Man page
deviance.ipriorKernel Man page
deviance.ipriorMod Man page
FBM Man page
fbmOptim Man page
fnH1 Man page
fnH2 Man page
fnH3 Man page
Hlam Man page
Hlam Man page
Hlam Man page
Hlam.ipriorKernel Man page
Hlam.ipriorMod Man page
hsb Man page
hsbsmall Man page
iprior Man page
ipriorColPal Man page
iprior.default Man page
iprior.formula Man page
iprior.ipriorKernel Man page
iprior.ipriorMod Man page
ipriorOptim Man page
kernel Man page
kernL Man page
kernL.formula Man page
logLik Man page
logLik.ipriorKernel Man page
logLik.ipriorMod Man page
Pearson Man page
plot Man page
plot.ipriorMod Man page
pollution Man page
predict Man page
predict.ipriorMod Man page
progress Man page
sigma Man page
sigma.ipriorMod Man page
simdat Man page
slope Man page
vary Man page

Files

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/varyinv.R iprior/R/Kernel_functions.R iprior/R/iprior.R iprior/R/plot.R iprior/R/predict.R iprior/R/update.R iprior/R/Hlam.R iprior/R/progress.R iprior/R/slope.R iprior/R/RcppExports.R iprior/R/vary.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/Hlam.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/vary.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.

Please suggest features or report bugs with the GitHub issue tracker.

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