Estimate the Empty Space Function or its Hazard Rate
Inhomogeneous Empty Space Function
Extract Subset of Function Array
Extract or Replace Subset of Function Values
Inhomogeneous Nearest Neighbour Function
Inhomogeneous Marked G-Function
Subset of spatially sampled function
Empty Space Function of a Three-Dimensional Point Pattern
Spherical Contact Distribution Function
Marked Nearest Neighbour Distance Function
K-function of a Three-Dimensional Point Pattern
Inhomogeneous Marked F-Function
Multitype K Function (Cross-type)
Mark-Weighted K Function
Multitype J Function (i-to-any)
Marked K-Function
Reduced Second Moment Measure
Convert Data To Class fv
Estimate the J-function
Multitype Nearest Neighbour Distance Function (i-to-j)
Inhomogeneous Marked K-Function
Convert Data To Class owin
Nearest Neighbour Distance Distribution Function
of a Three-Dimensional Point Pattern
Global Envelopes for Balanced Independent Two-Stage Test
K-function using FFT
Nearest Neighbour Distance Function G
L-function
Multitype Nearest Neighbour Distance Function (i-to-any)
Inhomogeneous K-function
Inhomogeneous J-function
Balanced Independent Two-Stage Monte Carlo Test
Inhomogeneous L-function
Foxall's Distance Functions
Abramson's Adaptive Bandwidths
Marked J Function
Apply Smoothing to Function Values
Multitype L-function (cross-type)
Calculate Summary Statistic for All Types in a Multitype Point Pattern
Inhomogeneous Cross Type L Function
Inhomogeneous Multitype K Dot Function
Coerce Envelope to Data Frame
Smooth a Spatially Sampled Function
Spatial smoothing of observations at irregular points
Cross Validated Bandwidth Selection for Kernel Density
Convert Function Value Table to Function
Convert Function Table to Function
Cumulative Distribution Function From Kernel Density Estimate
Select Adaptive Bandwidth for Kernel Estimation
Using Cronie-Van Lieshout Criterion
Smooth Interpolation of Marks as a Spatial Function
Bandwidth Selection for Diffusion Smoother by Cronie-van Lieshout Rule
Adaptive Estimate of Intensity of Point Pattern
K-function
Generic Calculation of K Function and Pair Correlation Function
Apply Gaussian Blur to a Pixel Image
Cronie and van Lieshout's Criterion for Bandwidth Selection for Kernel Density
Diagnostics for random marking
Calculate four standard summary functions of a point pattern.
Allard-Fraley Estimator of Cluster Feature
Transform a Function into its P-P or Q-Q Version
Estimate the I-function
Multitype J Function (i-to-j)
Covariance and Correlation between Images
Diggle-Cressie-Loosmore-Ford and Maximum Absolute Deviation Tests
Kernel Smoothed Intensity of Point Pattern
Inhomogeneous Cross K Function
Likelihood Cross Validation Bandwidth Selection for Kernel Density
Spatial smoothing of data
Multitype K Function (i-to-any)
Cross Validated Bandwidth Selection for Relative Risk Estimation
Collapse Several Function Tables into One
Scott's Rule for Bandwidth Selection for Kernel Density
Diffusion Estimate of Point Pattern Intensity
Intensity Estimate of Point Pattern Using Voronoi-Dirichlet Tessellation
Global Envelopes for Dao-Genton Test
Convert Data To Tessellation
Ripley's Isotropic Edge Correction
Translation Edge Correction
Locally Scaled K-function
Bandwidth Selection for Diffusion Smoother by Likelihood Cross-Validation
Sector K-function
Multitype L-function (i-to-any)
Increments of a Function
Area Under ROC Curve
Clark and Evans Aggregation Index
Inhomogeneous Multitype L Dot Function
Clark and Evans Test
Test Whether Function Arrays Are Compatible
Third order summary statistic
Test Whether Function Objects Are Compatible
Extract Window of Spatial Object
Berman's Tests for Point Process Model
Adaptive Kernel Estimate of Intensity of Point Pattern
Kaplan-Meier Estimator using Histogram Data
Progress Plot of Dao-Genton Test of Spatial Pattern
Kernel distributions and random generation
Extract the Domain of any Spatial Object
Diffusion Estimate of Point Pattern Intensity
Fry Plot of Point Pattern
Local Multitype K Function (Dot-Type)
Estimate Dimension of Central Subspace
Combine Function Value Tables
Evaluate Expression Involving Function Arrays
Bandwidth Selection Based on Window Geometry
Cross Validated Bandwidth Selection for Spatial Smoothing
Distribution Function of Interpoint Distance
Evaluate Expression Involving Functions
Simulation Envelopes of Summary Function for 3D Point Pattern
Stoyan's Rule of Thumb for Bandwidth Selection
Array of Simulation Envelopes of Summary Function
Scale factor for density kernel
Function Value Table
Inhomogeneous Neighbourhood Density Function
Moment of Smoothing Kernel
Create a Function Value Table
Tabulate Marks in Neighbourhood of Every Point in a Point Pattern
Abbreviations for Groups of Columns in Function Value Table
Methods for Spatially Sampled Functions
Mark Cross-Correlation Function
Mark Variogram
Local Multitype K Function (Cross-Type)
Cross Validated Bandwidth Selection for Pair Correlation Function
Estimate Intensity of Point Pattern Using Nearest Neighbour Distances
Inhomogeneous Multitype K Function
Progress Plot of Test of Spatial Pattern
Significance Trace of Cressie-Loosmore-Ford or Maximum Absolute
Deviation Test
Mark Connection Function
Morisita Index Plot
Mark Correlation Function
Inhomogeneous Multitype Pair Correlation Function (Cross-Type)
Mark-Mark Scatter Plot
Kernel Estimate of Intensity as a Spatial Function
Spatial Distribution Test for Point Pattern or Point Process Model
Nearest Neighbour Orientation Distribution
Nearest Neighbour Clutter Removal
Nearest-Neighbour Correlation Indices of Marked Point Pattern
Pair Correlation Function of a Three-Dimensional Point Pattern
Pair Correlation Function obtained from K Function
Calculate Derivative of Function Values
Mean of a Function of Interpoint Distance
Pair Correlation Function of Point Pattern
Multitype pair correlation function (cross-type)
Pool Data from Several Function Arrays
Density Estimation for Circular Data
Simulation Envelopes of Summary Function
Pool Several Functions
Recompute Envelopes
Kernel Smoothing of Line Segment Pattern
Point Pair Orientation Distribution
Heat Kernel for a Two-Dimensional Rectangle
Inverse-distance weighted smoothing of observations at irregular points
Laslett's Transform
Sufficient Dimension Reduction
Plot a Spatial Distribution Test
Neighbourhood density function
Plot Result of Scan Test
Plot a Spatially Sampled Function
Multitype pair correlation function (i-to-any)
Methods for Intensity Functions of Two Spatial Covariates
Plot a Simulation Envelope
Kernel Smoothed Intensity of Split Point Pattern
Pool Data from a List of Objects
Marked pair correlation function
Plot Result of Berman Test
Pool Data from Several Envelopes
Nonparametric Estimate of Spatially-Varying Relative Risk
Smoothed Relative Density of Pairs of Covariate Values
Methods for Intensity Functions of Spatial Covariate
Compute Unless Previously Saved
Nonparametric Estimate of Intensity as Function of a Covariate
Estimate of Spatially-Varying Relative Risk
Dispersion Test for Spatial Point Pattern Based on
Quadrat Counts
Compute Predictors from Sufficient Dimension Reduction
Receiver Operating Characteristic
spatstat.explore-deprecated
Deprecated spatstat.explore functions
Scatterplot Matrix for Pixel Images
Dispersion Test of CSR for Split Point Pattern Based on
Quadrat Counts
Significance Trace of Dao-Genton Test
Dao-Genton Adjusted Goodness-Of-Fit Test
Quantiles of a Density Estimate
spatstat.explore-internal
Internal spatstat.explore functions
Radial Cumulative Integral
Rose Diagram
Estimate the Spatial Covariance Function of a Random Field
Panel Plots using Colour Image or Contour Lines
Spatial Cumulative Distribution Function
Rotational Average of a Pixel Image
Compute Integral of Function Against Cumulative Distribution
Stienen Diagram
Pixel Values Along a Transect
Function Arrays for Spatial Patterns
Extract or Change the Plot Formula for a Function Value Table
Confidence Interval for Threshold of Numerical Predictor
Select Threshold to Convert Numerical Predictor to Binary Predictor
Make Function Tables Compatible
Inhomogeneous Multitype Pair Correlation Function (Type-i-To-Any-Type)
Estimate Variance of Summary Statistic by Subdivision
Spatial Scan Test
Inhomogeneous Pair Correlation Function
Plot a Function Array
Likelihood Ratio Test Statistic for Scan Test
Hopkins-Skellam Test
Integral of Squared Kernel
Plot Function Values
Pool Several Quadrat Tests
Pool Data from Several Ratio Objects
Contact Distribution Function using Rectangular Structuring Element
Kaplan-Meier and Reduced Sample Estimator using Histograms
Local pair correlation function
Reduced Sample Estimator using Histogram Data
Studentised Permutation Test
Bootstrap Confidence Bands for Summary Function
Distance Between Linear Spaces
Pair Correlation Function
Pair Correlation Function obtained from array of K functions
Plot Laslett Transform
Evaluate Expression in a Spatially Sampled Function
Data Sharpening of Point Pattern
Pool Data
Test of Spatial Segregation of Types
The spatstat.explore Package
Plot a Studentised Permutation Test
Display the result of a quadrat counting test.
Spatially Sampled Function
Range of Function Values
Ratio object
Evaluate an Expression in a Function Table