ldr: Methods for likelihood-based dimension reduction in regression

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Functions, methods, and data sets for fitting likelihood-based dimension reduction in regression, using principal fitted components (pfc), likelihood acquired directions (lad), covariance reducing models (core).

Author
Kofi Placid Adragni, Andrew Raim
Date of publication
2014-10-29 16:36:14
Maintainer
Kofi Placid Adragni <kofi@umbc.edu>
License
GPL (>= 2)
Version
1.3.3
URLs

View on CRAN

Man pages

bf
Function to generate a basis function.
bigmac
bigmac data
core
Covariance Reduction
flea
Flea-beetles data
lad
Likelihood Acquired Directions
ldr
Likelihood-based Dimension Reduction
ldr.slices
Function to slice continuous response.
OH
OH dataset
orthonorm
Gram-Schmidt orthonormalization
pfc
Principal fitted components
plot.lad
Internal function of 'ldr'
plot.pfc
Internal function of 'ldr'
print.core
Internal function of 'ldr'
print.lad
Internal function of 'ldr'
print.pfc
Internal function of 'ldr'
print.structure
Internal function for ldr.
print.summarycore
Internal function for ldr.
print.summarylad
Internal function for ldr.
print.summarypfc
Internal function for ldr.
projection
Projection operator
screen.pfc
Adaptive Screening of Predictors
snakes
Snakes data
structure.test
Test of covariance structure for PFC models
summary.core
Internal function for ldr.
summary.lad
Internal function for ldr.
summary.pfc
Internal function for ldr.

Files in this package

ldr
ldr/inst
ldr/inst/CITATION
ldr/NAMESPACE
ldr/data
ldr/data/bigmac.rda
ldr/data/OH.rda
ldr/data/snakes.rda
ldr/data/flea.rda
ldr/R
ldr/R/lad.R
ldr/R/print.pfc.R
ldr/R/print.summarycore.R
ldr/R/print.summarypfc.R
ldr/R/print.core.R
ldr/R/core.R
ldr/R/pfc.R
ldr/R/ldr.R
ldr/R/print.structure.R
ldr/R/screen.pfc.R
ldr/R/print.lad.R
ldr/R/print.summarylad.R
ldr/R/plot.lad.R
ldr/R/summary.pfc.R
ldr/R/bf.R
ldr/R/orthonorm.R
ldr/R/summary.core.R
ldr/R/structure.test.R
ldr/R/projection.R
ldr/R/plot.pfc.R
ldr/R/summary.lad.R
ldr/R/ldr.slices.R
ldr/MD5
ldr/DESCRIPTION
ldr/man
ldr/man/summary.core.Rd
ldr/man/lad.Rd
ldr/man/plot.lad.Rd
ldr/man/print.summarypfc.Rd
ldr/man/print.pfc.Rd
ldr/man/plot.pfc.Rd
ldr/man/ldr.Rd
ldr/man/pfc.Rd
ldr/man/structure.test.Rd
ldr/man/print.core.Rd
ldr/man/projection.Rd
ldr/man/core.Rd
ldr/man/ldr.slices.Rd
ldr/man/summary.pfc.Rd
ldr/man/print.lad.Rd
ldr/man/print.summarycore.Rd
ldr/man/print.summarylad.Rd
ldr/man/OH.Rd
ldr/man/snakes.Rd
ldr/man/bigmac.Rd
ldr/man/orthonorm.Rd
ldr/man/screen.pfc.Rd
ldr/man/print.structure.Rd
ldr/man/flea.Rd
ldr/man/bf.Rd
ldr/man/summary.lad.Rd