EnviroStat: Statistical Analysis of Environmental Space-Time Processes

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Functions and datasets to support the book by Nhu D Le and James V Zidek, Springer (2006).

Author
Nhu Le, Jim Zidek, Rick White, and Davor Cubranic, with Fortran code for Sampson-Guttorp estimation authored by Paul D. Sampson, Peter Guttorp, Wendy Meiring, and Catherine Hurley, and Runge-Kutta-Fehlberg method implementation by H.A. Watts and L.F. Shampine.
Date of publication
2015-06-03 22:38:07
Maintainer
Davor Cubranic <cubranic@stat.ubc.ca>
License
AGPL (>= 3)
Version
0.4-2

View on CRAN

Man pages

bgrid
Create a bi-orthogonal grid
comb.all
Enumerate all combinations
corrfit
Estimate location correlations
Disp.link
Function to plot and link points in a dispersion-distance...
draw
Plot the biorthogonal grid
EnviroStat-package
Statistical analysis of environmental space-time processes
Falternate3
Simultaneous coordinate and variogram estimation
Fdist
Interpoint distances
Flamb2
Lambert projection
Fmgrid
Generate a grid of points
Ftransdraw
Interactively choose smoothing parameter value
Fvariogfit3
Fit an exponential or gaussian variogram
ldet.eval
Log determinant of sub-covariances
location.NY
Locations of New York ozone measuring stations.
ozone.NY
New York ozone concentration levels
pred.dist.simul
Simulate from the predictive distribution
setplot
Set up device for locations
seval
Value estimation using thin-plate spline
sinterp
Fitting a thin-plate spline
staircase.EM
Estimate gauged sites hyperparameters
staircase.hyper.est
Estimate hyperparameters of ungauged sites

Files in this package

EnviroStat
EnviroStat/inst
EnviroStat/inst/doc
EnviroStat/inst/doc/EnviroStat.Rnw
EnviroStat/inst/doc/EnviroStat.R
EnviroStat/inst/doc/EnviroStat.pdf
EnviroStat/src
EnviroStat/src/Makevars
EnviroStat/src/SG.f
EnviroStat/src/macheps.c
EnviroStat/src/LZ-design.c
EnviroStat/NAMESPACE
EnviroStat/NEWS
EnviroStat/data
EnviroStat/data/location.NY.txt.gz
EnviroStat/data/ozone.NY.txt.gz
EnviroStat/R
EnviroStat/R/SG.R
EnviroStat/R/LZ-predict.R
EnviroStat/R/LZ-design.R
EnviroStat/R/LZ-EM.est.R
EnviroStat/vignettes
EnviroStat/vignettes/EnviroStat.Rnw
EnviroStat/MD5
EnviroStat/build
EnviroStat/build/vignette.rds
EnviroStat/DESCRIPTION
EnviroStat/man
EnviroStat/man/Fdist.Rd
EnviroStat/man/Ftransdraw.Rd
EnviroStat/man/staircase.hyper.est.Rd
EnviroStat/man/sinterp.Rd
EnviroStat/man/Disp.link.Rd
EnviroStat/man/Fvariogfit3.Rd
EnviroStat/man/location.NY.Rd
EnviroStat/man/ozone.NY.Rd
EnviroStat/man/pred.dist.simul.Rd
EnviroStat/man/draw.Rd
EnviroStat/man/Falternate3.Rd
EnviroStat/man/ldet.eval.Rd
EnviroStat/man/staircase.EM.Rd
EnviroStat/man/comb.all.Rd
EnviroStat/man/setplot.Rd
EnviroStat/man/seval.Rd
EnviroStat/man/Fmgrid.Rd
EnviroStat/man/corrfit.Rd
EnviroStat/man/EnviroStat-package.Rd
EnviroStat/man/Flamb2.Rd
EnviroStat/man/bgrid.Rd