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lgcp (version 0.9-7)

Log-Gaussian Cox Process

Description

Spatial and spatio-temporal modelling of point patterns using the log-Gaussian Cox process

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Version

Install

install.packages('lgcp')

Monthly Downloads

822

Version

0.9-7

License

GPL-3

Maintainer

Benjamin Taylor

Last Published

July 20th, 2012

Functions in lgcp (0.9-7)

yvals.default

yvals...
GFfinalise.nullFunction

GFfinalise...
zvals.SpatialGridDataFrame

zvals...
xvals

xvals function...
affine.SpatialPolygonsDataFrame

affine...
as.im.fromSPDF

as...
GAupdate.nullAverage

GAupdate...
as.list.lgcpgrid

as...
as.fromXYZ

as...
as.stppp.stapp

as...
fftgrid

fftgrid function...
fftinterpolate

fftinterpolate function...
.onAttach

.onAttach
fftinterpolate.fromFunction

fftinterpolate...
expectation.lgcpPredict

expectation...
hasNext

generic hasNext method...
gu

gu function...
intens.lgcpPredict

intens...
mcmcLoop

iterator for MCMC loops...
mcmcProgressPrint

printing progress monitor...
lgcppars

lgcppars function...
print.dump2dir

print...
selectObsWindow

selectObsWindow function...
print.lgcpPredict

print...
stapp.list

stapp...
xvals.fromXYZ

xvals...
window.lgcpPredict

window...
as.owin.stapp

as...
spatialAtRisk.im

spatialAtRisk...
GAfinalise.nullAverage

GAfinalise...
spatialIntensities.fromSPDF

spatialIntensities...
YfromGamma

YfromGamma function...
toral.cov.mat

toral...
expectation

expectation function...
as.SpatialGridDataFrame.fromXYZ

as...
lgcp

lgcp...
neattable

neattable function...
print.stppp

print...
quantile.lgcpPredict

quantile...
showGrid.default

showGrid...
GAinitialise

GAinitialise function...
affine.fromFunction

affine...
as.ppp.stppp

as...
eigenfrombase

eigenfrombase function...
computeGradtruncSpatioTemporal

computeGradtruncSpatioTemporal function...
getlgcpPredictSpatialINLA

getlgcpPredictSpatialINLA function...
constanth

constanth function...
gridav.lgcpPredict

gridav...
lambdaEst.stppp

lambdaEst...
lgcpSim

lgcpSim function...
mcmcProgressNone

null progress monitor...
mcmcProgressTextBar

text bar progress monitor...
plotExceed.lgcpPredict

plotExceed...
raster.lgcpgrid

raster...
rotmat

rotmat function...
target.and.grad.spatiotemporal

target...
xvals.default

xvals...
GAinitialise.nullAverage

GAinitialise...
GFfinalise.dump2dir

GFfinalise...
GFreturnvalue.nullFunction

GFreturnvalue...
as.SpatialGridDataFrame

as...
circulant.numeric

circulant...
bt.scalar

bt...
lambdaEst

lambdaEst function...
as.fromXYZ.fromFunction

as...
GAfinalise.MonteCarloAverage

GAfinalise...
constantInTime

constantInTime function...
computeGradtruncSpatial

computeGradtruncSpatial function...
plot.lgcpAutocorr

plot...
quantile.lgcpgrid

quantile...
spatialAtRisk.SpatialGridDataFrame

spatialAtRisk...
spatialAtRisk.function

spatialAtRisk...
fftinterpolate.fromXYZ

interpolate...
zvals.fromXYZ

zvals...
as.owinlist.stapp

as...
fftinterpolate.fromSPDF

fftinterpolate...
getRotation.stppp

getRotation...
identifygrid

identifygrid function...
mcmcProgressTk

graphical progress monitor...
plot.mcmcdiag

plot...
plot.lgcpQuantiles

plot...
hvals.lgcpPredict

hvals...
meanfield

meanfield function...
yvals.SpatialGridDataFrame

yvals...
inversebase

inversebase function...
lgcpForecast

lgcpForecast function...
plot.temporalAtRisk

plot...
as.owinlist

as...
multiply.list

multiply...
showGrid.lgcpPredict

showGrid...
spatialAtRisk.SpatialPolygonsDataFrame

spatialAtRisk...
summary.lgcpgrid

summary...
stapp

stapp function...
extract

extract function...
temporalAtRisk

temporalAtRisk function...
spatialAtRisk.fromXYZ

spatialAtRisk...
temporalAtRisk.numeric

temporalAtRisk...
getCounts

getCounts function...
loc2poly

loc2poly function...
print.mcmc

print...
rgauss

rgauss function...
seintens.lgcpPredict

seintens...
stppp.list

stppp...
txtProgressBar2

txtProgressBar2
GFinitialise

GFinitialise function...
as.SpatialPixelsDataFrame.lgcpgrid

as...
discreteWindow.lgcpPredict

discreteWindow...
gridfun

gridfun function...
selectObsWindow.stppp

selectObsWindow...
serr

serr function...
spatialIntensities

spatialIntensities function...
xvals.SpatialGridDataFrame

xvals...
nullFunction

nullFunction function...
yvals.lgcpPredict

yvals...
zvals.default

zvals...
wtowncoords

Welsh town details: location
meanfield.lgcpPredict

meanfield...
plotExceed.array

plotExceed...
print.temporalAtRisk

print...
print.fromSPDF

print...
rr.lgcpPredict

rr...
rescale.stppp

rescale...
GammafromY

GammafromY function...
discreteWindow

discreteWindow function...
gridav

gridav function...
sparsebase

sparsebase function...
image.lgcpgrid

image...
serr.lgcpPredict

serr...
thetaEst

thetaEst function...
integerise

integerise function...
is.retain

do we retain this iteration?
GAupdate

GAupdate function...
lgcpPredictSpatial

lgcpPredictSpatial function...
KinhomAverage

KinhomAverage function...
plot.fromSPDF

plot...
updateAMCMC.constanth

updateAMCMC...
as.array.lgcpgrid

as...
at

at function...
integerise.stppp

integerise...
intens

intens function...
is.pow2

is...
mcmctrace.lgcpPredict

mcmctrace...
setoutput

setoutput function...
stppp.ppp

stppp...
varfield.lgcpPredictINLA

varfield...
spatialparsEst

spatialparsEst function...
xvals.lgcpPredict

xvals...
Cvb

Cvb function...
Extract.stppp

Extract...
andrieuthomsh

andrieuthomsh function...
as.im.fromXYZ

as...
getRotation.default

getRotation...
exceedProbsAggregated

exceedProbsAggregated function...
gridInWindow

gridInWindow function...
zvals

zvals function...
getRotation

getRotation function...
print.fromXYZ

print...
target.and.grad.spatial

target...
GFfinalise

GFfinalise function...
SpatialPolygonsDataFrame.stapp

SpatialPolygonsDataFrame...
as.im.fromFunction

as...
dump2dir

dump2dir function...
GAreturnvalue.nullAverage

GAreturnvalue...
smultiply.list

smultiply...
GFinitialise.nullFunction

GFinitialise...
spatialAtRisk.default

spatialAtRisk...
summary.mcmc

summary...
MALAlgcpSpatial

MALAlgcpSpatial function...
as.SpatialPixelsDataFrame

as...
MALAlgcp

MALAlgcp function...
updateAMCMC

updateAMCMC function...
circulant

circulant function...
constantInTime.numeric

constantInTime...
iteration

iteration number...
d.func

d...
extract.lgcpPredict

extract...
is.burnin

is this a burn-in iteration?
nextStep

next step of an MCMC chain...
is.SPD

is...
print.lgcpgrid

print...
lgcpSimSpatial

lgcpSimSpatial function...
setTxtProgressBar2

set the progress bar...
varfield

varfield function...
meanfield.lgcpPredictINLA

meanfield...
plot.lgcpPredict

plot...
stapp.SpatialPolygonsDataFrame

stapp...
yvals.fromXYZ

yvals...
GAupdate.MonteCarloAverage

GAupdate...
GFupdate

GFupdate function...
GFreturnvalue.dump2dir

GFreturnvalue...
as.owinlist.SpatialPolygonsDataFrame

as...
exceedProbs

exceedProbs function...
hasNext.iter

hasNext...
lgcpPredictAggregated

lgcpPredictAggregated function...
lgcpgrid

lgcpgrid function...
plot.stppp

plot...
nullAverage

nullAverage function...
plotExceed

plotExceed function...
wpopdata

Population of Welsh counties
temporalAtRisk.function

temporalAtRisk...
paramprecbase

paramprecbase function...
wtowns

Welsh town details: population
constantInTime.stppp

constantInTime...
ginhomAverage

ginhomAverage function...
lgcpgrid.array

lgcpgrid...
GAfinalise

GAfinalise function...
GAreturnvalue

GAreturnvalue function...
gridfun.lgcpPredict

gridfun...
matchcovariance

matchcovariance function...
muEst

muEst function...
paramprec

paramprec function...
spatialAtRisk

spatialAtRisk function...
stppp

stppp function...
GFinitialise.dump2dir

GFinitialise...
MonteCarloAverage

MonteCarloAverage function...
affine.fromXYZ

affine...
affine.stppp

affine...
getCellCounts

getCellCounts function...
hvals

hvals function...
lambdaEst.ppp

lambdaEst...
lgcpPredictSpatialINLA

lgcpPredictSpatialINLA function...
neigh2D

neigh2D function...
mcmcpars

mcmcpars function...
print.fromFunction

print...
roteffgain

roteffgain function...
updateAMCMC.andrieuthomsh

updateAMCMC...
GAreturnvalue.MonteCarloAverage

GAreturnvalue...
GFreturnvalue

GFreturnvalue function...
affine.fromSPDF

affine...
blockcircbase

blockcircbase function...
density.stppp

density...
autocorr

autocorr function...
identify.lgcpPredict

identify...
initialiseAMCMC.constanth

initaliseAMCMC...
initialiseAMCMC

initialiseAMCMC function...
lgcpgrid.list

lgcpgrid...
loop.mcmc

loop over an iterator...
showGrid.stppp

showGrid...
mcmctrace

mcmctrace function...
GFupdate.dump2dir

GFupdate...
spatialIntensities.fromXYZ

spatialIntensities...
lgcpPredict

lgcpPredict function...
print.gridaverage

print...
rr

rr function...
seintens

seintens function...
GAinitialise.MonteCarloAverage

GAinitialise...
yvals

yvals function...
GFupdate.nullFunction

GFupdate...
add.list

add...
as.stppp

as...
circulant.matrix

circulant...
initialiseAMCMC.andrieuthomsh

initaliseAMCMC...
lgcpgrid.matrix

lgcpgrid...
plot.fromXYZ

plot...
plot.lgcpgrid

plot...
print.stapp

print...
selectObsWindow.default

selectObsWindow...
resetLoop

reset iterator...
showGrid

showGrid function...
spatialAtRisk.bivden

spatialAtRisk...
varfield.lgcpPredict

varfield...