widals: Weighting by Inverse Distance with Adaptive Least Squares for Massive Space-Time Data
Version 0.5.4

Fit, forecast, predict massive spacio-temporal data

AuthorDave Zes
Date of publication2014-03-03 07:42:17
MaintainerDave Zes <zesdave@gmail.com>
LicenseGPL (>= 2)
Version0.5.4
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("widals")

Getting started

Package overview

Popular man pages

crispify: Observation-Space Stochastic Correction
dlog.norm: Local Search Function
fuse.Hst.ls: Merge Contemporaneous Space-Time Covariates
Hals.snow: Fit ALS
Hst.sumup: Create Covariance Matrix
subsetsites.Hst.ls: Site-Wise Extract Space-Time Covariates
unload.Hst.ls: Convert a Space-Time Covariate into Data
See all...

All man pages Function index File listing

Man pages

applystnd.Hs: Standardize Spacial Covariates with Existing Object
applystnd.Hst.ls: Standardize Space-Time Covariates with Existing Object
create.rm.ndx.ls: Cross-Validation Indices
crispify: Observation-Space Stochastic Correction
distance: Spacial Distance
dlog.norm: Local Search Function
fun.load: Stochastic Search Helper Functions
fuse.Hst.ls: Merge Contemporaneous Space-Time Covariates
H.als.b: Adaptive Least Squares
Hals.fastcv.snow: ALS Spacial Cross-Validation
Hals.ses: Effective Standard Errors
Hals.snow: Fit ALS
H.Earth.solar: Solar Radiation
Hst.sumup: Create Covariance Matrix
load.Hst.ls.2Zs: Load Observations into Space-Time Covariates
load.Hst.ls.Z: Load Observations into Space-Time Covariates
MSS.snow: Metaheuristic Stochastic Search
O3: California Ozone
rm.cols.Hst.ls: Remove Space-Time Covariates from Model
stnd.Hs: Standardize Spacial Covariates
stnd.Hst.ls: Standardize Space-Time Covariates
stnd.Ht: Standardize Temporal Covariates
subsetsites.Hst.ls: Site-Wise Extract Space-Time Covariates
unif.mh: Local Search Function
unload.Hst.ls: Convert a Space-Time Covariate into Data
widals-package: Weighting by Inverse Distance with Adaptive Least Squares for...
widals.predict: WIDALS Interpolation
widals.snow: Fit WIDALS
Z.clean.up: Clean Data

Functions

H.Earth.solar Man page Source code
H.als.b Man page Source code
Hals.fastcv.snow Man page Source code
Hals.ses Man page Source code
Hals.snow Man page Source code
Hst.sumup Man page Source code
MSS.snow Man page Source code
O3 Man page
Z.clean.up Man page Source code
applystnd.Hs Man page Source code
applystnd.Hst.ls Man page Source code
create.rm.ndx.ls Man page Source code
crispify Man page Source code
distance Man page Source code
dlog.norm Man page Source code
fun.load Man page
fun.load.hals.a Man page Source code
fun.load.hals.fill Man page Source code
fun.load.widals.a Man page Source code
fun.load.widals.fill Man page Source code
fuse.Hst.ls Man page Source code
load.Hst.ls.2Zs Man page Source code
load.Hst.ls.Z Man page Source code
rm.cols.Hst.ls Man page Source code
stnd.Hs Man page Source code
stnd.Hst.ls Man page Source code
stnd.Ht Man page Source code
subsetsites.Hst.ls Man page Source code
unif.mh Man page Source code
unload.Hst.ls Man page Source code
widals Man page
widals-package Man page
widals.predict Man page Source code
widals.snow Man page Source code

Files

inst
inst/doc
inst/doc/widals.pdf
inst/doc/funwithfunload.pdf
inst/doc/widals.R
inst/doc/funwithfunload.R
inst/doc/funwithfunload.Snw
inst/doc/widals.Snw
src
src/widals.c
NAMESPACE
data
data/O3.RData
R
R/Hals.ses.R
R/widals.predict.R
R/unload.Hst.ls.R
R/applystnd.Hst.ls.R
R/widals.snow.R
R/fun.load.hals.fill.R
R/fun.load.hals.a.R
R/stnd.Hst.ls.R
R/Hals.fastcv.snow.R
R/stnd.Hs.R
R/Hals.snow.R
R/load.Hst.ls.2Zs.R
R/fun.load.widals.fill.R
R/stnd.Ht.R
R/load.Hst.ls.Z.R
R/H.als.b.R
R/rm.cols.Hst.ls.R
R/subsetsites.Hst.ls.R
R/fun.load.widals.a.R
R/fuse.Hst.ls.R
R/dlog.norm.R
R/Hst.sumup.R
R/applystnd.Hs.R
R/MSS.snow.R
R/unif.mh.R
R/H.Earth.solar.R
R/create.rm.ndx.ls.R
R/Z.clean.up.R
R/crispify.R
R/distance.R
vignettes
vignettes/widals.bib
vignettes/jes.bst
vignettes/funwithfunload.Snw
vignettes/widals.Snw
MD5
build
build/vignette.rds
DESCRIPTION
man
man/widals.predict.Rd
man/stnd.Hs.Rd
man/widals.snow.Rd
man/Hals.ses.Rd
man/load.Hst.ls.2Zs.Rd
man/create.rm.ndx.ls.Rd
man/stnd.Ht.Rd
man/Hals.snow.Rd
man/applystnd.Hs.Rd
man/H.Earth.solar.Rd
man/rm.cols.Hst.ls.Rd
man/Z.clean.up.Rd
man/MSS.snow.Rd
man/stnd.Hst.ls.Rd
man/distance.Rd
man/fuse.Hst.ls.Rd
man/unif.mh.Rd
man/crispify.Rd
man/Hst.sumup.Rd
man/widals-package.Rd
man/load.Hst.ls.Z.Rd
man/H.als.b.Rd
man/dlog.norm.Rd
man/unload.Hst.ls.Rd
man/fun.load.Rd
man/Hals.fastcv.snow.Rd
man/O3.Rd
man/applystnd.Hst.ls.Rd
man/subsetsites.Hst.ls.Rd
.Rinstignore
widals documentation built on May 19, 2017, 8:50 p.m.

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