fpca: Restricted MLE for Functional Principal Components Analysis
Version 0.2-1

A geometric approach to MLE for functional principal components

AuthorJie Peng <jie@wald.ucdavis.edu> , Debashis Paul <debashis@wald.ucdavis.edu>
Date of publication2011-02-24 09:00:27
MaintainerJie Peng <jie@wald.ucdavis.edu>
LicenseGPL (>= 2)
Version0.2-1
URL anson.ucdavis.edu/~jie/software.html
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("fpca")

Popular man pages

easy: An example with M=5 (basis functions) and r=3 (non-zero...
fpca: The fpca package: summary information
fpca.mle: Restricted MLE of Functional Principal Components
fpca.pred: Predicted trajectories
fpca.score: Functional principal component scores
prac: An example with M=10 (basis functions) and r=5 (non-zero...
See all...

All man pages Function index File listing

Man pages

easy: An example with M=5 (basis functions) and r=3 (non-zero...
fpca: The fpca package: summary information
fpca.mle: Restricted MLE of Functional Principal Components
fpca.pred: Predicted trajectories
fpca.score: Functional principal component scores
prac: An example with M=10 (basis functions) and r=5 (non-zero...

Functions

B.cubic Source code
B.four Source code
B.one Source code
B.three Source code
B.two Source code
BC.basis Source code
BC.basis.orth Source code
BC.orth Source code
Basis.Evl Source code
Basis.NS Source code
Basis.Poly Source code
Basis.Sin Source code
Basis.Spike Source code
CV Source code
CV.B Source code
CV.Lambda Source code
Delta.equ Source code
EM Source code
EigenC Source code
Eigenf Source code
Eigenv Source code
Expo.skew Source code
FB.HB Source code
FB.HB.all Source code
Format.EM Source code
Format.data Source code
GenObs Source code
GenObs.T Source code
GradF.FBB Source code
HatGOff Source code
Initial Source code
LocLin.Ini Source code
LocLin.mean Source code
LocLinEst.new Source code
MeasL Source code
NS.orth Source code
Newton.New Source code
OutDet Source code
Perm.right Source code
Perm.right.index Source code
Phi.aux Source code
Proj.Ini Source code
Proj.basis.func Source code
Proj.basis.surf Source code
R.inverse Source code
RanCur Source code
Spike Source code
Spike.orthM Source code
TranMtoV Source code
TransData Source code
Update.Lambda Source code
Update.geo Source code
ambda Source code
ambda.all Source code
calclike Source code
easy Man page
fpca Man page
fpca.cv Source code
fpca.fit Source code
fpca.format Source code
fpca.mle Man page Source code
fpca.pred Man page Source code
fpca.score Man page Source code
fpcaEM Source code
getemalpha Source code
getemtheta Source code
getsigma Source code
init Source code
loglike Source code
loglike.all Source code
loglike.cov Source code
loglike.cov.all Source code
prac Man page

Files

data
data/prac.rda
data/easy.rda
DESCRIPTION
man
man/prac.Rd
man/fpca.pred.rd
man/fpca.score.rd
man/fpca.Rd
man/fpca.mle.Rd
man/easy.Rd
R
R/fpca_func.R
R/functions_LocLin.R
R/functions_GenData.R
R/fpca_pred.r
R/functions_EM.R
R/functions_Optimization.R
R/fpca_score.r
NAMESPACE
fpca documentation built on May 19, 2017, 11:12 a.m.

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

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

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