DataCamp SpatialStatisticsinR
Bivariatepointpatterns
SPATIALSTATISTICSINR
BarryRowlingsonResearchFellow,LancasterUniversity
DataCamp SpatialStatisticsinR
DataCamp SpatialStatisticsinR
DataCamp SpatialStatisticsinR
DataCamp SpatialStatisticsinR
BivariatePointPattern
DataCamp SpatialStatisticsinR
BivariateNearest-Neighbor
DataCamp SpatialStatisticsinR
BivariateK-Function
DataCamp SpatialStatisticsinR
KernelSmoothing
DataCamp SpatialStatisticsinR
spatstatKernelDensityplot(density(ppp))
DataCamp SpatialStatisticsinR
Splittingpointpatternsplot(ppp)
plot(split(ppp))
DataCamp SpatialStatisticsinR
DensityofSplitscontrol_density<-density(split(ppp))plot(control_density)
#ratiocases/allplot(control_density[[2]]/density(ppp))
DataCamp SpatialStatisticsinR
Let'spractice!
SPATIALSTATISTICSINR
DataCamp SpatialStatisticsinR
Spatialsegregation
SPATIALSTATISTICSINR
BarryRowlingsonResearchFellow,LancasterUniversity
DataCamp SpatialStatisticsinR
DensityRatio
DataCamp SpatialStatisticsinR
BandwidthSelection>bw<-spseg(pts,marks,h,poly)>plotcv(bw)>abline(v=bw$hcv,col="red")
DataCamp SpatialStatisticsinR
RelativeCaseRate
DataCamp SpatialStatisticsinR
Simulations
DataCamp SpatialStatisticsinR
SimulatedRates
DataCamp SpatialStatisticsinR
CompareDatawithSimulations
DataCamp SpatialStatisticsinR
Usingspatialkernel>plotmc(seg,"Violentcrime")
DataCamp SpatialStatisticsinR
Let'spractice!
SPATIALSTATISTICSINR
DataCamp SpatialStatisticsinR
Space-timedata
SPATIALSTATISTICSINR
BarryRowlingsonSpace-timeTraveller
DataCamp SpatialStatisticsinR
1-DTimePointProcess
DataCamp SpatialStatisticsinR
Space-TimeData
DataCamp SpatialStatisticsinR
Space-timeDotmap
DataCamp SpatialStatisticsinR
HistogramsinTime
DataCamp SpatialStatisticsinR
Usingrgl
DataCamp SpatialStatisticsinR
Usingrggobi
DataCamp SpatialStatisticsinR
DataCamp SpatialStatisticsinR
Let'spractice!
SPATIALSTATISTICSINR
DataCamp SpatialStatisticsinR
Space-timeclustering
SPATIALSTATISTICSINR
BarryRowlingsonAClusterofLivingCells
DataCamp SpatialStatisticsinR
UFOData
DataCamp SpatialStatisticsinR
SpatialKFunction
DataCamp SpatialStatisticsinR
Space-TimeKFunction
DataCamp SpatialStatisticsinR
Space-timeCylinder
DataCamp SpatialStatisticsinR
KandD
DataCamp SpatialStatisticsinR
KandD
DataCamp SpatialStatisticsinR
Permutationtest
DataCamp SpatialStatisticsinR
Permutationtest
DataCamp SpatialStatisticsinR
Usingstmctest>ufo_test<-stmctest(ufo_pts,ufo_times,NM,tlimits,d,t,99)>plot(density(ufo_test$t))>abline(ufo_test$t0)
DataCamp SpatialStatisticsinR
DataCamp SpatialStatisticsinR
TheTruthisOutThere
SPATIALSTATISTICSINR