A Tool for Spatial Multi-sample Comparisons


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Documentation for package ‘spatialFDA’ version 1.1.2

Help Pages

.dfToppp Convert SpatialExperiment object to ppp object
.extractMetric Compute a spatial metric on a SpatialExperiment object
.loadExample load Example dataset from Damond et al. (2019)
.speToDf Transform a SpatialExperiment into a dataframe
calcCrossMetricPerFov Calculate cross spatial metrics for all combinations per FOV
calcMetricPerFov Calculate a spatial metric on a 'SpatialExperiment' object per field of view
crossSpatialInference Function for Cross Spatial Inference
functionalGam General additive model with functional response
functionalPCA Functional Principal Component Analysis
plotCrossFOV Creates a nXn plot of the cross metrics per sample
plotCrossMetricPerFov Plot a cross type spatial metric per field of view
plotFbPlot Functional boxplot of spatstat curves
plotFpca Plot a biplot from an fPCA analysis
plotMdl Plot a pffr model object
plotMetricPerFov Plot a spatial metric per field of view
prepData Prepare data from calcMetricRes to be in the right format for FDA
print.fpca print the fPCA results
spatialInference Statistical Inference on Spatial Statistics Functions