Cumulative Distribution Function From Kernel Density Estimate
Estimate the Empty Space Function or its Hazard Rate
Inhomogeneous Empty Space Function
Inhomogeneous Marked F-Function
Diagnostics for random marking
Multitype Nearest Neighbour Distance Function (i-to-j)
Inhomogeneous Multitype G Cross Function
Inhomogeneous Marked G-Function
Nearest Neighbour Distance Distribution Function
of a Three-Dimensional Point Pattern
Subset of spatially sampled function
Extract Subset of Function Array
Nearest Neighbour Distance Function G
Spherical Contact Distribution Function
Inhomogeneous Multitype J function (i-to-any)
Inhomogeneous J-function
Marked J Function
Inhomogeneous K-function
Foxall's Distance Functions
Mark-Weighted K Function
Inhomogeneous Multitype J function (i-to-j)
Sector K-function
Estimate the J-function
Multitype L-function (cross-type)
Extract or Replace Subset of Function Values
K-function
Inhomogeneous Nearest Neighbour Function
K-function using FFT
Empty Space Function of a Three-Dimensional Point Pattern
Multitype Nearest Neighbour Distance Function (i-to-any)
Multitype J Function (i-to-any)
Marked Nearest Neighbour Distance Function
Inhomogeneous Cross Type L Function
Area Under ROC Curve
Inhomogeneous L-function
S3 Group Generic Methods for Function Arrays
Inhomogeneous Marked J-Function
Berman's Tests for Point Process Model
Multitype K Function (Cross-type)
Inhomogeneous Cross K Function
Inhomogeneous Multitype G Dot Function
Multitype L-function (i-to-any)
Estimate the I-function
Extract Window of Spatial Object
Bandwidth Selection for Diffusion Smoother by Cronie-van Lieshout Rule
S3 Group Generic Methods for Function Tables
Abramson's Adaptive Bandwidths
Adaptive Estimate of Intensity of Point Pattern
Multitype J Function (i-to-j)
Reduced Second Moment Measure
Transform a Function into its P-P or Q-Q Version
Coerce Envelope to Data Frame
Convert Data To Class owin
Convert Data To Tessellation
Cross Validated Bandwidth Selection for Pair Correlation Function
Likelihood Cross Validation Bandwidth Selection for Kernel Density
Marked K-Function
Smooth Interpolation of Marks as a Spatial Function
Generic Calculation of K Function and Pair Correlation Function
Inhomogeneous Multitype L Dot Function
Abramson's Adaptive Bandwidths For Spatial Point Pattern
Third order summary statistic
Cross Validated Bandwidth Selection for Kernel Density
Covariance and Correlation between Images
Collapse Several Function Tables into One
Calculate four standard summary functions of a point pattern.
Calculate Summary Statistic for All Types in a Multitype Point Pattern
L-function
K-function of a Three-Dimensional Point Pattern
Diffusion Estimate of Point Pattern Intensity
Intensity Estimate of Point Pattern Using Voronoi-Dirichlet Tessellation
Multitype K Function (i-to-any)
Convert Function Value Table to Function
Test Whether Function Arrays Are Compatible
Spatial smoothing of observations at irregular points
Significance Trace of Dao-Genton Test
Bandwidth Selection for Diffusion Smoother by Likelihood Cross-Validation
Inhomogeneous Multitype K Dot Function
Balanced Independent Two-Stage Monte Carlo Test
Smooth a Spatially Sampled Function
Convert Function Table to Function
Diggle-Cressie-Loosmore-Ford and Maximum Absolute Deviation Tests
Dao-Genton Adjusted Goodness-Of-Fit Test
Apply Gaussian Blur to a Pixel Image
Inhomogeneous Marked K-Function
Cross Validated Bandwidth Selection for Relative Risk Estimation
Locally Scaled K-function
Density Estimation for Circular Data
Simulation Envelopes of Summary Function for 3D Point Pattern
Stoyan's Rule of Thumb for Bandwidth Selection
Kernel Smoothed Intensity of Point Pattern
Kernel Estimate of Intensity as a Spatial Function
Array of Simulation Envelopes of Summary Function
Calculate Derivative of Function Values
Convert Data To Class fv
Clark and Evans Aggregation Index
Cronie and van Lieshout's Criterion for Bandwidth Selection for Kernel Density
Function Value Table
Spatial smoothing of data
Apply Smoothing to Function Values
Spatial Distribution Test for Point Pattern or Point Process Model
Select Adaptive Bandwidth for Kernel Estimation
Using Cronie-Van Lieshout Criterion
Function Arrays for Spatial Patterns
Abbreviations for Groups of Columns in Function Value Table
Ripley's Isotropic Edge Correction
Translation Edge Correction
Scale factor for density kernel
Moment of Smoothing Kernel
Fry Plot of Point Pattern
Scatterplot Matrix for Pixel Images
Create a Function Value Table
Panel Plots using Colour Image or Contour Lines
Local Multitype K Function (Dot-Type)
Inhomogeneous Neighbourhood Density Function
Combine Function Value Tables
Global Envelopes for Balanced Independent Two-Stage Test
Methods for Intensity Functions of Two Spatial Covariates
Methods for Intensity Functions of Spatial Covariate
Bandwidth Selection Based on Window Geometry
Inhomogeneous Multitype Pair Correlation Function (Type-i-To-Any-Type)
Extract or Change the Plot Formula for a Function Value Table
Adaptive Kernel Estimate of Intensity of Point Pattern
Class of Optimized Bandwidths
Scott's Rule for Bandwidth Selection for Kernel Density
Inhomogeneous Pair Correlation Function
Plot a Spatial Distribution Test
Local Multitype K Function (Cross-Type)
Inhomogeneous Multitype K Function
Test Whether Function Objects Are Compatible
Mark Cross-Correlation Function
Cross Validated Bandwidth Selection for Spatial Smoothing
Clark and Evans Test
Mark-Mark Scatter Plot
Generic Calculation of Cumulative Distribution Function of Distances
Methods for Spatially Sampled Functions
Nearest Neighbour Clutter Removal
Diffusion Estimate of Point Pattern Intensity
Nearest-Neighbour Correlation Indices of Marked Point Pattern
Morisita Index Plot
Pair Correlation Function of a Three-Dimensional Point Pattern
Progress Plot of Test of Spatial Pattern
Global Envelopes for Dao-Genton Test
Multitype pair correlation function (cross-type)
Progress Plot of Dao-Genton Test of Spatial Pattern
Plot a Function Array
Pair Correlation Function obtained from K Function
Plot a Simulation Envelope
Plot Function Values
Pair Correlation Function of Point Pattern
Pool Data from a List of Objects
Plot a Studentised Permutation Test
Significance Trace of Cressie-Loosmore-Ford or Maximum Absolute
Deviation Test
Estimate Dimension of Central Subspace
Pool Data from Several Envelopes
Smoothed Relative Density of Pairs of Covariate Values
Pool Data
Nonparametric Estimate of Intensity as Function of a Covariate
Receiver Operating Characteristic
Rose Diagram
Allard-Fraley Estimator of Cluster Feature
Distribution Function of Interpoint Distance
Dispersion Test for Spatial Point Pattern Based on
Quadrat Counts
Stienen Diagram
Kernel Smoothing of Line Segment Pattern
Spatial Cumulative Distribution Function
spatstat.explore-deprecated
Deprecated spatstat.explore functions
Studentised Permutation Test
Kernel Smoothed Intensity of Split Point Pattern
Heat Kernel for a Two-Dimensional Rectangle
Simulation Envelopes of Summary Function
Select Threshold to Convert Numerical Predictor to Binary Predictor
Dispersion Test of CSR for Split Point Pattern Based on
Quadrat Counts
Estimate Variance of Summary Statistic by Subdivision
Kernel distributions and random generation
Ratio object
Recompute Envelopes
Extract the Domain of any Spatial Object
Evaluate Expression Involving Function Arrays
Contact Distribution Function using Rectangular Structuring Element
Inverse-distance weighted smoothing of observations at irregular points
Mark Connection Function
Rotational Average of a Pixel Image
Mark Correlation Function
Make Function Tables Compatible
Pixel Values Along a Transect
Hopkins-Skellam Test
Spatial Scan Test
Evaluate an Expression in a Function Table
Laslett's Transform
Neighbourhood density function
Inhomogeneous Multitype Pair Correlation Function (Cross-Type)
Multitype pair correlation function (i-to-any)
Tabulate Marks in Neighbourhood of Every Point in a Point Pattern
Plot Result of Scan Test
Plot a Spatially Sampled Function
Spatially Sampled Function
Compute Integral of Function Against Cumulative Distribution
Evaluate Expression Involving Functions
Increments of a Function
Pool Data from Several Function Arrays
Kaplan-Meier Estimator using Histogram Data
Integral of Squared Kernel
Pool Several Functions
Quantiles of a Density Estimate
Radial Cumulative Integral
Mark Variogram
Compute Predictors from Sufficient Dimension Reduction
Test of Spatial Segregation of Types
Mean of a Function of Interpoint Distance
Point Pair Orientation Distribution
Kaplan-Meier and Reduced Sample Estimator using Histograms
Plot Laslett Transform
Display the result of a quadrat counting test.
Pool Several Quadrat Tests
Local pair correlation function
Pool Data from Several Ratio Objects
Reduced Sample Estimator using Histogram Data
Compute Unless Previously Saved
Bootstrap Confidence Bands for Summary Function
Data Sharpening of Point Pattern
Estimate the Spatial Covariance Function of a Random Field
Estimate Intensity of Point Pattern Using Nearest Neighbour Distances
spatstat.explore-internal
Internal spatstat.explore functions
Nearest Neighbour Orientation Distribution
The spatstat.explore Package
Pair Correlation Function
Pair Correlation Function obtained from array of K functions
Marked pair correlation function
Plot Result of Berman Test
Estimate of Spatially-Varying Relative Risk
Nonparametric Estimate of Spatially-Varying Relative Risk
Likelihood Ratio Test Statistic for Scan Test
Sufficient Dimension Reduction
Distance Between Linear Spaces
Confidence Interval for Threshold of Numerical Predictor
Evaluate Expression in a Spatially Sampled Function