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