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

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Fit, forecast, predict massive spacio-temporal data

Author
Dave Zes
Date of publication
2014-03-03 07:42:17
Maintainer
Dave Zes <zesdave@gmail.com>
License
GPL (>= 2)
Version
0.5.4

View on CRAN

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

Files in this package

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