Entry: BD
Aliases: BD
Keywords: datasets
Description: Data frame of the effect of buffer compositions on DNA strand displacement amplification. A 4-d regression data set with with replication. This is a useful test data set for exercising function fitting methods.
URL: ../../../library/fields/html/BD.html

Entry: Krig.Amatrix
Aliases: Krig.Amatrix
Keywords: spatial
Description: Smoother (or "hat") matrix relating predicted values to the dependent (Y) values.
URL: ../../../library/fields/html/Krig.Amatrix.html

Entry: Krig
Aliases: Krig
Keywords: spatial
Description: Kriging surface estimate
URL: ../../../library/fields/html/Krig.html

Entry: RMprecip
Aliases: RMprecip
Keywords: datasets
Description: Monthly total precipitation (mm) for August 1963 in the Rocky Mountain Region
URL: ../../../library/fields/html/RMprecip.html

Entry: Tps
Aliases: Tps
Keywords: smooth
Description: Thin plate spline regression
URL: ../../../library/fields/html/Tps.html

Entry: US
Aliases: US
Keywords: hplot
Description: Plot of the US with state boundaries
URL: ../../../library/fields/html/US.html

Entry: US.dat
Aliases: US.dat
Keywords: datasets
Description: Outline of coterminous US and states.
URL: ../../../library/fields/html/US.dat.html

Entry: W.info
Aliases: W.info W.i2s W.s2i
Keywords: spatial
Description: Gives indexing imfomration for a wavelet decompostion
URL: ../../../library/fields/html/W.info.html

Entry: Wimage.cov
Aliases: Wimage.cov Wimage.sim
Keywords: spatial
Description: Functions for W-transform based covariance models
URL: ../../../library/fields/html/Wimage.cov.html

Entry: Wimage.info
Aliases: Wimage.info Wimage.i2s Wimage.s2i
Keywords: spatial
Description: Finds key indices related to a 2-d multiresolution
URL: ../../../library/fields/html/Wimage.info.html

Entry: Wimage.info.plot
Aliases: Wimage.info.plot
Keywords: spatial
Description: Plot to check 2-d multiresolution indexing
URL: ../../../library/fields/html/Wimage.info.plot.html

Entry: Wtransform
Aliases: Wtransform.image Wtransform Wtransform.cylinder.image
Keywords: spatial
Description: Quadratic W wavelet transform for 1-d vectors or rectangular or cylindrical images
URL: ../../../library/fields/html/Wtransform.html

Entry: add.image
Aliases: add.image
Keywords: hplot
Description: Adds an image to an existing plot.
URL: ../../../library/fields/html/add.image.html

Entry: arrow.plot
Aliases: arrow.plot
Keywords: aplot
Description: Adds arrows to a plot
URL: ../../../library/fields/html/arrow.plot.html

Entry: as.image
Aliases: as.image
Keywords: manip
Description: Creates image from irregular x,y,z
URL: ../../../library/fields/html/as.image.html

Entry: as.surface
Aliases: as.surface
Keywords: manip
Description: Creates an "surface" object from grid values.
URL: ../../../library/fields/html/as.surface.html

Entry: bplot
Aliases: bplot
Keywords: hplot
Description: boxplot
URL: ../../../library/fields/html/bplot.html

Entry: bplot.xy
Aliases: bplot.xy
Keywords: hplot
Description: Boxplots for conditional distribution
URL: ../../../library/fields/html/bplot.xy.html

Entry: colorbar.plot
Aliases: colorbar.plot
Keywords: hplot
Description: Plots one or more color scale strips as a symbol
URL: ../../../library/fields/html/colorbar.plot.html

Entry: cover.design
Aliases: cover.design
Keywords: spatial
Description: Computes Space-Filling "Coverage" designs using Swapping Algorithm
URL: ../../../library/fields/html/cover.design.html

Entry: exp.cov
Aliases: exp.cov exp.cov.simple
Keywords: spatial
Description: Exponential, Gaussian and "power" covariance family
URL: ../../../library/fields/html/exp.cov.html

Entry: fields internal 
Aliases: [.spatial.design COR D4transform.image FIELDS.version Krig.coef Krig.df.to.lambda Krig.discretize Krig.fdf Krig.fgcv Krig.fgcv.model Krig.fgcv.one Krig.find.gcvmin Krig.find.REML Krig.flplike Krig.fs2hat Krig.ftrace Krig.parameters Krig.replicates Krig.updateY Krig.ynew WD4 WD42d WD42di WD4i WQS WQS.T WQS.basis WQS2d WQS2di WQSdi WQSi WQSi.T WQS2d.cylinder WQS2di.cylinder WQSi.periodic WQSi.periodic.T WQS.periodic WQS.periodic.basis WQS.periodic.T bisection.search bplot.obj cat.matrix cat.to.list ceiling2 conjugate.gradient describe dyadic.2check dyadic.check describe.bplot double.exp draw.bplot draw.bplot.obj exp.earth.cov fast.1way find.upcross gauss.cov gcv.sreg golden.section.search grey.level image.plot.info image.plot.plt image.smooth.setup in.poly krig.image.parameters lonlat2xy make.surface.grid make.tmatrix make.tmatrix.F make.tmatrix.S matern minimax.crit periodic.cov.1d periodic.cov.cyl periodic.plane.3d plot.krig.image plot.qsreg plot.sim.krig.image plot.spatial.design plot.vgram.matrix predict.interp.surface predict.krig.image predict.qsreg predict.sreg predict.Tps print.krig.image print.qsreg print.spatial.design print.sreg print.summary.Krig print.summary.krig.image print.summary.spatial.design print.summary.sreg qr.q2ty qr.yq2 qsreg.fit qsreg.psi qsreg.rho qsreg.trace rad.cov rad.cov.F rad.cov.S rad.covC rad.image.cov radbas.constant rdist.F rdist.S replace.args.function sim.krig.image sreg.df.to.lambda sreg.fdf sreg.fgcv sreg.fgcv.model sreg.fgcv.one sreg.fit sreg.fs2hat sreg.trace stats.bplot stats.sim.krig.image summary.gcv.Krig summary.gcv.sreg summary.krig.image summary.qsreg summary.spatial.design summary.sreg surface surface.default surface.krig.image surface.surface test.data test.data2 unscale variogram.matrix world.dat
Keywords: internal
Description: Fields internal and secondary functions
URL: ../../../library/fields/html/fields-internal.html

Entry: fields
Aliases: fields
Keywords: datasets
Description: fields - tools for spatial data
URL: ../../../library/fields/html/fields.html

Entry: flame
Aliases: flame
Keywords: datasets
Description: Response surface experiment ionizing a reagent
URL: ../../../library/fields/html/flame.html

Entry: gcv.Krig
Aliases: gcv.Krig
Keywords: spatial
Description: Finds profile likelihood and GCV estimates of smoothing parameters
URL: ../../../library/fields/html/gcv.Krig.html

Entry: grid list
Aliases: grid list
Keywords: misc
Description: Grid list for describing equally spaced grids
URL: ../../../library/fields/html/grid.list.html

Entry: image.count
Aliases: image.count
Keywords: smooth
Description: Creates image for a 2-d histogram from irregular locations
URL: ../../../library/fields/html/image.count.html

Entry: image.cov
Aliases: exp.image.cov matern.image.cov
Keywords: spatial
Description: Exponential,Gaussian, "power" and Matern covariance functions for 2-d gridded locations
URL: ../../../library/fields/html/image.cov.html

Entry: image.plot
Aliases: image.plot
Keywords: hplot
Description: Draws image plot with a legend strip for the color scale.
URL: ../../../library/fields/html/image.plot.html

Entry: image.smooth
Aliases: image.smooth
Keywords: smooth
Description: Kernel smoother for irregular 2-d data
URL: ../../../library/fields/html/image.smooth.html

Entry: interp.surface
Aliases: interp.surface
Keywords: spatial
Description: Fast bilinear interpolator from a grid.
URL: ../../../library/fields/html/interp.surface.html

Entry: krig.image
Aliases: krig.image
Keywords: spatial
Description: Spatial process estimate for large irregular 2-d dats sets.
URL: ../../../library/fields/html/krig.image.html

Entry: lennon
Aliases: lennon
Keywords: datasets
Description: Gray image of John Lennon.
URL: ../../../library/fields/html/lennon.html

Entry: matern.cov
Aliases: matern.cov
Keywords: spatial
Description: Matern covariance function
URL: ../../../library/fields/html/matern.cov.html

Entry: minitri
Aliases: minitri
Keywords: datasets
Description: Mini triathlon results
URL: ../../../library/fields/html/minitri.html

Entry: ozone
Aliases: ozone
Keywords: datasets
Description: Data set of ozone measurements at 20 Chicago monitoring stations.
URL: ../../../library/fields/html/ozone.html

Entry: ozone2
Aliases: ozone2
Keywords: datasets
Description: Daily 8-hour ozone averages for sites in the Midwest
URL: ../../../library/fields/html/ozone2.html

Entry: plot.Krig
Aliases: plot.Krig
Keywords: spatial
Description: Diagnostic and summary plots of the Krig object
URL: ../../../library/fields/html/plot.Krig.html

Entry: plot.Wimage
Aliases: plot.Wimage
Keywords: hplot
Description: Plots 2-d wavelet coefficents by level and type
URL: ../../../library/fields/html/plot.Wimage.html

Entry: plot.sreg
Aliases: plot.sreg
Keywords: smooth
Description: Plots smoothing spline regression object
URL: ../../../library/fields/html/plot.sreg.html

Entry: plot.surface
Aliases: plot.surface
Keywords: hplot
Description: Plots a surface
URL: ../../../library/fields/html/plot.surface.html

Entry: poisson.cov
Aliases: poisson.cov
Keywords: spatial
Description: Poisson spherical covariance function
URL: ../../../library/fields/html/poisson.cov.html

Entry: predict.Krig
Aliases: predict.Krig
Keywords: spatial
Description: Evaluation of Krig spatial process estimate.
URL: ../../../library/fields/html/predict.Krig.html

Entry: predict.se.Krig
Aliases: predict.se.Krig
Keywords: spatial
Description: Standard errors of predictions for Krig spatial process estimate
URL: ../../../library/fields/html/predict.se.Krig.html

Entry: predict.se
Aliases: predict.se
Keywords: spatial
Description: Standard errors of predictions
URL: ../../../library/fields/html/predict.se.html

Entry: predict.surface
Aliases: predict.surface
Keywords: spatial
Description: Evaluates a fitted function as a surface object
URL: ../../../library/fields/html/predict.surface.html

Entry: predict.surface.se
Aliases: predict.surface.se
Keywords: spatial
Description: Standard errors of predictions
URL: ../../../library/fields/html/predict.surface.se.html

Entry: print.Krig
Aliases: print.Krig
Keywords: spatial
Description: Print kriging fit results.
URL: ../../../library/fields/html/print.Krig.html

Entry: qsreg
Aliases: qsreg
Keywords: smooth
Description: Quantile or Robust spline regression
URL: ../../../library/fields/html/qsreg.html

Entry: rat.diet
Aliases: rat.diet
Keywords: datasets
Description: Experiment studying an appetite supressant in rats.
URL: ../../../library/fields/html/rat.diet.html

Entry: rdist
Aliases: rdist
Keywords: spatial
Description: Euclidean distance matrix
URL: ../../../library/fields/html/rdist.html

Entry: rdist.earth
Aliases: rdist.earth
Keywords: spatial
Description: Great circle distance matrix
URL: ../../../library/fields/html/rdist.earth.html

Entry: set.panel
Aliases: set.panel
Keywords: hplot
Description: Specify a panel of plots
URL: ../../../library/fields/html/set.panel.html

Entry: sim.rf
Aliases: sim.rf
Keywords: spatial
Description: Simulates a random field
URL: ../../../library/fields/html/sim.rf.html

Entry: smooth.2d
Aliases: smooth.2d
Keywords: smooth
Description: Kernel smoother for irregular 2-d data
URL: ../../../library/fields/html/smooth.2d.html

Entry: splint
Aliases: splint
Keywords: smooth
Description: Cubic spline interpolation
URL: ../../../library/fields/html/splint.html

Entry: sreg
Aliases: sreg
Keywords: smooth
Description: Smoothing spline regression
URL: ../../../library/fields/html/sreg.html

Entry: stats
Aliases: stats
Keywords: univar
Description: Calculate summary statistics
URL: ../../../library/fields/html/stats.html

Entry: stats.bin
Aliases: stats.bin
Keywords: univar
Description: Bins data and finds some summary statistics.
URL: ../../../library/fields/html/stats.bin.html

Entry: summary.Krig
Aliases: summary.Krig
Keywords: spatial
Description: Summary for Krig spatial process estimate
URL: ../../../library/fields/html/summary.Krig.html

Entry: surface.Krig
Aliases: surface.Krig
Keywords: spatial
Description: Plots a surface and contours
URL: ../../../library/fields/html/surface.Krig.html

Entry: tim.colors
Aliases: tim.colors
Keywords: aplot
Description: Tim's useful color table
URL: ../../../library/fields/html/tim.colors.html

Entry: transformx
Aliases: transformx
Keywords: manip
Description: Linear transformation
URL: ../../../library/fields/html/transformx.html

Entry: vgram
Aliases: vgram
Keywords: spatial
Description: Finds a traditional or robust variogram for spatial data.
URL: ../../../library/fields/html/vgram.html

Entry: vgram.matrix
Aliases: vgram.matrix
Keywords: spatial
Description: Computes a variogram from an image
URL: ../../../library/fields/html/vgram.matrix.html

Entry: world
Aliases: world
Keywords: hplot
Description: Plot of the world
URL: ../../../library/fields/html/world.html

Entry: xline
Aliases: xline
Keywords: aplot
Description: Draw a vertical line
URL: ../../../library/fields/html/xline.html

Entry: yline
Aliases: yline
Keywords: aplot
Description: Draw horizontal lines
URL: ../../../library/fields/html/yline.html
