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lgcp (version 0.9-5)

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

0.9-5

License

GPL-3

Maintainer

Benjamin Taylor

Last Published

June 11th, 2012

Functions in lgcp (0.9-5)

GAupdate.MonteCarloAverage

GAupdate...
expectation.lgcpPredict

expectation...
extract.lgcpPredict

extract...
extract

extract function...
exceedProbs

exceedProbs function...
nextStep

next step of an MCMC chain...
as.fromXYZ.fromFunction

as...
showGrid.stppp

showGrid...
fftinterpolate.fromSPDF

fftinterpolate...
is.SPD

is...
showGrid.default

showGrid...
plot.lgcpQuantiles

plot...
spatialIntensities.fromXYZ

spatialIntensities...
as.owinlist.stapp

as...
lgcppars

lgcppars function...
nullAverage

nullAverage function...
hasNext

generic hasNext method...
thetaEst

thetaEst function...
gridfun

gridfun function...
mcmcLoop

iterator for MCMC loops...
spatialAtRisk.SpatialPolygonsDataFrame

spatialAtRisk...
spatialIntensities.fromSPDF

spatialIntensities...
wtowncoords

Welsh town details: location
stppp.list

stppp...
print.fromSPDF

print...
GAfinalise.nullAverage

GAfinalise...
KinhomAverage

KinhomAverage function...
GFinitialise

GFinitialise function...
at

at function...
as.SpatialGridDataFrame

as...
gridav.lgcpPredict

gridav...
lgcpForecast

lgcpForecast function...
lgcpSim

lgcpSim function...
mcmcProgressTk

graphical progress monitor...
GAinitialise.MonteCarloAverage

GAinitialise...
print.lgcpPredict

print...
smultiply.list

smultiply...
plotExceed

plotExceed function...
zvals.fromXYZ

zvals...
GAinitialise.nullAverage

GAinitialise...
GAreturnvalue.nullAverage

GAreturnvalue...
gridfun.lgcpPredict

gridfun...
GAinitialise

GAinitialise function...
as.SpatialGridDataFrame.fromXYZ

as...
gridInWindow

gridInWindow function...
getRotation

getRotation function...
image.lgcpgrid

image...
is.retain

do we retain this iteration?
lgcpgrid.array

lgcpgrid...
mcmcProgressNone

null progress monitor...
meanfield.lgcpPredictINLA

meanfield...
plot.fromSPDF

plot...
paramprec

paramprec function...
GAupdate

GAupdate function...
plotExceed.array

plotExceed...
circulant

circulant function...
.onAttach

.onAttach
selectObsWindow

selectObsWindow function...
constantInTime

constantInTime function...
fftgrid

fftgrid function...
quantile.lgcpgrid

quantile...
yvals.fromXYZ

yvals...
plotExceed.lgcpPredict

plotExceed...
target.and.grad.spatiotemporal

target...
intens.lgcpPredict

intens...
SpatialPolygonsDataFrame.stapp

SpatialPolygonsDataFrame...
YfromGamma

YfromGamma function...
getlgcpPredictSpatialINLA

getlgcpPredictSpatialINLA function...
GFfinalise.nullFunction

GFfinalise...
hasNext.iter

hasNext...
GFreturnvalue.nullFunction

GFreturnvalue...
MonteCarloAverage

MonteCarloAverage function...
lgcpPredict

lgcpPredict function...
as.owinlist.SpatialPolygonsDataFrame

as...
d.func

d...
as.fromXYZ

as...
lgcpgrid.matrix

lgcpgrid...
fftinterpolate.fromFunction

fftinterpolate...
Extract.stppp

Extract...
mcmcProgressTextBar

text bar progress monitor...
is.pow2

is...
rr

rr function...
GAreturnvalue

GAreturnvalue function...
mcmcProgressPrint

printing progress monitor...
plot.lgcpPredict

plot...
affine.stppp

affine...
affine.fromXYZ

affine...
plot.mcmcdiag

plot...
print.fromXYZ

print...
matchcovariance

matchcovariance function...
seintens.lgcpPredict

seintens...
iteration

iteration number...
print.lgcpgrid

print...
loop.mcmc

loop over an iterator...
loc2poly

loc2poly function...
spatialAtRisk

spatialAtRisk function...
temporalAtRisk.function

temporalAtRisk...
integerise

integerise function...
serr

serr function...
as.ppp.stppp

as...
xvals

xvals function...
discreteWindow.lgcpPredict

discreteWindow...
discreteWindow

discreteWindow function...
print.dump2dir

print...
print.mcmc

print...
as.im.fromXYZ

as...
dump2dir

dump2dir function...
muEst

muEst function...
neattable

neattable function...
multiply.list

multiply...
mcmctrace

mcmctrace function...
varfield.lgcpPredict

varfield...
xvals.default

xvals...
spatialAtRisk.SpatialGridDataFrame

spatialAtRisk...
selectObsWindow.default

selectObsWindow...
hvals

hvals function...
as.im.fromFunction

as...
print.fromFunction

print...
spatialAtRisk.im

spatialAtRisk...
print.stppp

print...
stapp.SpatialPolygonsDataFrame

stapp...
GammafromY

GammafromY function...
summary.lgcpgrid

summary...
temporalAtRisk

temporalAtRisk function...
spatialparsEst

spatialparsEst function...
affine.SpatialPolygonsDataFrame

affine...
toral.cov.mat

toral...
wtowns

Welsh town details: population
as.list.lgcpgrid

as...
as.owin.stapp

as...
circulant.numeric

circulant...
print.gridaverage

print...
computeGradtruncSpatioTemporal

computeGradtruncSpatioTemporal function...
updateAMCMC

updateAMCMC function...
identify.lgcpPredict

identify...
gridav

gridav function...
initialiseAMCMC.andrieuthomsh

initaliseAMCMC...
mcmcpars

mcmcpars function...
print.stapp

print...
rescale.stppp

rescale...
showGrid

showGrid function...
temporalAtRisk.numeric

temporalAtRisk...
GAreturnvalue.MonteCarloAverage

GAreturnvalue...
GFreturnvalue.dump2dir

GFreturnvalue...
ginhomAverage

ginhomAverage function...
identifygrid

identifygrid function...
lgcpgrid

lgcpgrid function...
plot.stppp

plot...
as.owinlist

as...
as.stppp

as...
selectObsWindow.stppp

selectObsWindow...
serr.lgcpPredict

serr...
xvals.lgcpPredict

xvals...
as.stppp.stapp

as...
yvals

yvals function...
getRotation.default

getRotation...
showGrid.lgcpPredict

showGrid...
yvals.lgcpPredict

yvals...
GFfinalise

GFfinalise function...
constanth

constanth function...
getCounts

getCounts function...
zvals

zvals function...
hvals.lgcpPredict

hvals...
computeGradtruncSpatial

computeGradtruncSpatial function...
lgcpPredictSpatialINLA

lgcpPredictSpatialINLA function...
GAfinalise

GAfinalise function...
intens

intens function...
GFupdate

GFupdate function...
inversebase

inversebase function...
lgcpPredictAggregated

lgcpPredictAggregated function...
wpopdata

Population of Welsh counties
updateAMCMC.andrieuthomsh

updateAMCMC...
print.temporalAtRisk

print...
Cvb

Cvb function...
GFfinalise.dump2dir

GFfinalise...
GAupdate.nullAverage

GAupdate...
GFupdate.dump2dir

GFupdate...
GFupdate.nullFunction

GFupdate...
affine.fromFunction

affine...
fftinterpolate.fromXYZ

interpolate...
MALAlgcp

MALAlgcp function...
lambdaEst.stppp

lambdaEst...
lgcpPredictSpatial

lgcpPredictSpatial function...
neigh2D

neigh2D function...
mcmctrace.lgcpPredict

mcmctrace...
plot.lgcpgrid

plot...
spatialAtRisk.bivden

spatialAtRisk...
plot.fromXYZ

plot...
spatialAtRisk.fromXYZ

spatialAtRisk...
setTxtProgressBar2

set the progress bar...
stppp.ppp

stppp...
varfield.lgcpPredictINLA

varfield...
txtProgressBar2

txtProgressBar2
summary.mcmc

summary...
GFinitialise.dump2dir

GFinitialise...
affine.fromSPDF

affine...
as.im.fromSPDF

as...
getRotation.stppp

getRotation...
meanfield.lgcpPredict

meanfield...
quantile.lgcpPredict

quantile...
resetLoop

reset iterator...
spatialAtRisk.function

spatialAtRisk...
xvals.SpatialGridDataFrame

xvals...
varfield

varfield function...
yvals.SpatialGridDataFrame

yvals...
GFinitialise.nullFunction

GFinitialise...
bt.scalar

bt...
initialiseAMCMC

initialiseAMCMC function...
plot.temporalAtRisk

plot...
lgcpgrid.list

lgcpgrid...
paramprecbase

paramprecbase function...
spatialIntensities

spatialIntensities function...
stapp.list

stapp...
stppp

stppp function...
stapp

stapp function...
GFreturnvalue

GFreturnvalue function...
sparsebase

sparsebase function...
zvals.SpatialGridDataFrame

zvals...
eigenfrombase

eigenfrombase function...
yvals.default

yvals...
fftinterpolate

fftinterpolate function...
zvals.default

zvals...
updateAMCMC.constanth

updateAMCMC...
gu

gu function...
is.burnin

is this a burn-in iteration?
lambdaEst

lambdaEst function...
rotmat

rotmat function...
meanfield

meanfield function...
as.array.lgcpgrid

as...
window.lgcpPredict

window...
xvals.fromXYZ

xvals...
add.list

add...
density.stppp

density...
circulant.matrix

circulant...
blockcircbase

blockcircbase function...
exceedProbsAggregated

exceedProbsAggregated function...
expectation

expectation function...
lgcp

lgcp...
setoutput

setoutput function...
lgcpSimSpatial

lgcpSimSpatial function...
nullFunction

nullFunction function...
seintens

seintens function...
lambdaEst.ppp

lambdaEst...
rr.lgcpPredict

rr...
target.and.grad.spatial

target...
GAfinalise.MonteCarloAverage

GAfinalise...
MALAlgcpSpatial

MALAlgcpSpatial function...
andrieuthomsh

andrieuthomsh function...
constantInTime.stppp

constantInTime...
initialiseAMCMC.constanth

initaliseAMCMC...
integerise.stppp

integerise...
spatialAtRisk.default

spatialAtRisk...
constantInTime.numeric

constantInTime...
roteffgain

roteffgain function...