Multitype K Function (Cross-type)
Multitype L-function (i-to-any)
Generic Ord Interaction model
The Strauss / Hard Core Point Process Model
Saturated Pairwise Interaction model
K Function or Pair Correlation Function of a Point Process Model
Apply Smoothing to Function Values
Extract Subset of Function Array
The Hard Core Point Process Model
Multi-Dimensional Box
Inhomogeneous Multitype L Dot Function
Hutchings' Bramble Canes data
Apply Geometrical Transformation To Tessellation
Marked J Function
The Triplet Point Process Model
Apply Function to Every Neighbourhood in a Point Pattern
Orientation Angles of Line Segments
Convert Pixel Image to Matrix or Array
The Multitype/Hard Core Strauss Point Process Model
ANOVA for Fitted Point Process Models
Extract Subset of Influence Object
Set Control Parameters for Metropolis-Hastings Algorithm.
Extract Interaction Structure
Determine A Common Spatial Domain And Pixel Resolution
The Area Interaction Point Process Model
Apply Geometrical Transformations to Point Pattern on a Linear Network
Spatial smoothing of observations at irregular points
Recompute Envelopes
Convert Pixel Image to Data Frame
Extract coordinates and marks of multidimensional point pattern
The Piecewise Constant Pairwise Interaction Point Process Model
Convert Data to Three-Dimensional Box
Convert Data to Numeric Values by Constructing Dummy Variables
Extract Subset of Window
Apply a Function to a Point Pattern Broken Down by Factor
Fit the Neyman-Scott cluster process with Cauchy kernel
L-function
Extract Subset of Linear Network
Function Arrays for Spatial Patterns
Hybrid Geyer Point Process Model
Apply Function to Image Broken Down by Factor
Close Pairs of Points
Progress Plot of Test of Spatial Pattern
Convert Data To Class fv
Generate a Default Pattern of Dummy Points
Distance to Boundary of Window
Colour Lookup Tables
Smooth a Signed or Vector-Valued Measure
Cross Validated Bandwidth Selection for Kernel Density
Convolution of Pixel Images
Convert Data to a Point Pattern on a Linear Network
Apply Function Pixelwise to List of Images
Difference of Disc Areas
Spherical Contact Distribution Function
Inhomogeneous Empty Space Function
Test Whether Function Arrays Are Compatible
Inhomogeneous J-function
Elliptical Window.
Ord's Interaction model
Fit the Neyman-Scott cluster process with Cauchy kernel
Multitype J Function (i-to-any)
Extract Boundary Edges of a Window.
Foxall's Distance Functions
Combine Two Line Segment Patterns
Evaluate Expression Involving Function Arrays
Area of a Window
Intensity of a Dataset or a Model
Kernel Smoothing of Line Segment Pattern
Convert to Pixel Image on Linear Network
Marks of a Line Segment Pattern
Generic Pairwise Interaction model
Distance Map on Linear Network
Scott's Rule for Bandwidth Selection for Kernel Density
Extract Fitted Point Process Model
Extract Subset of Leverage Object
Infinite Straight Lines
Extract or Replace Subset of a List of Things
Diggle-Gates-Stibbard Point Process Model
Inhomogeneous Nearest Neighbour Function
Interactively Define a Polygon
Extract Dummy Points Used to Fit a Point Process Model
Demonstration Example of Hyperframe of Spatial Data
Pine saplings in Finland.
Coefficients of Fitted Spatial Logistic Regression Model
Crossing Points of Two Line Segment Patterns
Extract or Replace the Plot Arguments of a Layered Object
Ripley's Isotropic Edge Correction
Pairwise distances between two different line segment patterns
Extract Original Data from a Fitted Point Process Model
Apply Geometrical Transformations to a Linear Network
Extract or Replace Subset of Tessellation
Test Whether An Object Is A Fitted Point Process Model
Third order summary statistic
Residual G Function
Inhomogeneous K-function
Circular Window
Reduced Second Moment Measure
Nearest Neighbours Between Two Patterns
Combine Hyperframes by Rows or by Columns
Test Whether An Object Is A Window
Interactively Add Points
Gauss-Hermite Quadrature Approximation to Expectation for Normal Distribution
Methods for Spatial Logistic Regression Models
Model Compensator of Nearest Neighbour Function
Intensity Estimates Using Quadrat Counts
Identify Segments in a Line Segment Pattern
Tropical rain forest trees
Clark and Evans Test
Piecewise Constant Saturated Pairwise Interaction Point Process Model
Multitype Pair Correlation Function (Dot-type) for Linear Point Pattern
Make Pixel Images Compatible
Inhomogeneous Neighbourhood Density Function
K-function of a Three-Dimensional Point Pattern
Estimate the I-function
Nearest Neighbours on a Linear Network
Multitype L-function (cross-type)
Plot a plotppm Object Created by plot.ppm
Plot Data Using Graphics Symbol Map
Convert Line Segment Pattern to Binary Pixel Mask
Residual K Function
Fill Plot With Texture
Distance to Boundary of Window
Apply Gaussian Blur to a Pixel Image
Exponential Energy Marks
ANOVA for Fitted Multiple Point Process Models
Difference of Disc Areas
Biological Cells Point Pattern
Beadlet Anemones Data
Create Pixel Image on Linear Network
Mark Variogram
Lambert's W Function
Inhomogeneous Multitype K Dot Function
Compute Disc of Given Radius in Linear Network
Castilla-La Mancha Forest Fires
The Strauss Point Process Model
Multitype Pair Correlation Function (Cross-type) for Linear Point Pattern
Morphological Dilation
Fitted Conditional Intensity for Multiple Point Process Model
List Triangles in a Graph
Apply Affine Transformation To Pixel Image
Extract the Interaction from a Fitted Point Process Model
Multitype K Function (i-to-any)
Kolmogorov-Smirnov Test for Point Pattern or Point Process Model
Test Whether A Point Pattern is Marked
Inhomogeneous Multitype Pair Correlation Function
(Cross-type) for Linear Point Pattern
Infinite Order Interaction Family
Convert Data To Class owin
Methods for Fitted Point Process Models on a Linear Network
Multitype J Function (i-to-j)
L-function
Interactively join vertices on a plot
Mark Connection Function
Inhomogeneous Linear K Function
Spatial smoothing of data
Multitype Nearest Neighbour Distance Function (i-to-j)
Lansing Woods Point Pattern
Subset of Quadrature Scheme
Morphological Erosion
Subdivide a Window or Tessellation using a Set of Lines
Calculate Summary Statistic for All Types in a Multitype Point Pattern
Nearest neighbour
Hybrid Interaction Point Process Model
Fit a Log-Gaussian Cox Point Process by Minimum Contrast
Pairwise Distances in Any Dimensions
Coefficients of Fitted Point Process Model
Nearest-Neighbour Correlation Indices of Marked Point Pattern
Extract Subset of Point Pattern on Linear Network
Rectangular grid of points
Log Likelihood and AIC for Point Process Model
Berman-Huntington points and lines data
Envelope for Point Patterns on Linear Network
Extract Subset of Image
Print Introduction For Beginners
Inhomogeneous Cross K Function
Pairwise distances between line segments
ANOVA for Fitted Point Process Models on Linear Network
Mark Correlation Integral
Point and Click Interface for Displaying Spatial Data
Chicago Street Crime Data
Plot Function Values
Marked K-Function
Multitype Nearest Neighbour Distance Function (i-to-any)
Area of Part of Disc
Prediction for Fitted Multiple Point Process Model
Plot Pixel Image on Linear Network
Layered Plot
Mark Connection Function for Multitype Point Pattern on Linear Network
Diggle's Heather Data
Spatial Covariance of a Pixel Image
Bronze gradient filter data
Convert Data To Class psp
Lurking variable plot
Generate Poisson Point Pattern in Three Dimensions
Inhomogeneous Linear Pair Correlation Function
Distance Map of Point Pattern
Beta Ganglion Cells in Cat Retina, Old Version
Extract or Replace Subset of Hyperframe
Test Whether Objects Are Compatible
Inhomogeneous Multitype Pair Correlation Function (Type-i-To-Any-Type)
Convex Hull of Points
Extract or Replace Sub-Patterns
Convert Function Value Table to Function
Geometrical Calculations for Multi-Dimensional Box
Extract Quadrature Scheme Used to Fit a Point Process Model
Delta Metric
Intensity of Fitted Point Process Model
Quasirandom Patterns
Test Whether A Point Process Model is Marked
Integral of a Measure
Endpoints of Line Segment Pattern
Extract Design Matrix from Point Process Model
Clark and Evans Aggregation Index
Coefficients of Point Process Model Fitted to Multiple Point Patterns
Pairwise distances between two point patterns on a linear network
Window in Shape of Letter R
Coerce Hyperframe to Data Frame
Maximum, Minimum, Mean, Median, Range or Sum
of Pixel Values in an Image
Japanese Pines Point Pattern
Compute Images of Constructed Covariates
Estimate the J-function
Extract or Change the Plot Formula for a Function Value Table
K Function or Pair Correlation Function of Gibbs Point Process model
plot a Spatial Point Pattern
Interactively Define a Rectangle
Distance to Boundary of Window
Locally Scaled K-function
Plot a linear network
Take Complement of a Window
Convert to Pixel Image
Diggle-Cressie-Loosmore-Ford and Maximum Absolute Deviation Tests
Bootstrap Confidence Bands for Summary Function
Concatenate x,y Coordinate Vectors
Exact Maximum Pseudolikelihood Estimate for Stationary Strauss Process
Nearest Neighbour Index Map as a Function
Determine Type of Window
Class of Line Segment Patterns
Centroid of a window
Theoretical Distribution of Nearest Neighbour Distance
Convert a Window to a Polygonal Window
Delaunay Triangulation of Point Pattern
Weighted Empirical Cumulative Distribution Function
plot a Fitted Multiple Point Process Model
People in Gordon Square
Interpolate a Pixel Image
Test Whether An Object Is A Point Pattern on a Linear Network
Divide Image Into Sub-images
Residuals for Fitted Point Process Model
Test Whether A Point Process Model is Multitype
Perfect Simulation of the Strauss Process
Create Point Pattern on Linear Network
Corners of a rectangle
Profile Maximum Pseudolikelihood
Pairwise distances between two different point patterns
Convert Data To Class ppp
Smooth Interpolation of Marks as a Spatial Function
The Connected Component Process Model
Set Default Control Parameters for Metropolis-Hastings Algorithm.
Determine Duplicated Points in a Spatial Point Pattern
Recognise Stationary and Poisson Point Process Models
Intensity Estimate of Point Pattern Using Tessellation
Nearest Neighbours Between Two Patterns in 3D
Pseudoscore Diagnostic For Fitted Model against Area-Interaction Alternative
Nearest Neighbours in Any Dimensions
Gorilla Nesting Sites
The Lennard-Jones Potential
Count Multiplicity of Duplicate Points
Methods for Intensity Functions of Two Spatial Covariates
Morishita Index Plot
Window Frame
Intersection of Two Tessellations
Remove Marks
Residuals for Point Process Model Fitted to Multiple Point Patterns
Build Point Process Model for Metropolis-Hastings Simulation.
Quadrat counting for a point pattern
Pixel Values Along a Transect
Pseudoscore Diagnostic For Fitted Model against General Alternative
Convex Hull
Empty Space Function of a Three-Dimensional Point Pattern
Bounding Box of a Window, Image, or Point Pattern
Apply Scalar Dilation
Chorley-Ribble Cancer Data
Quadrature Scheme Based on Pixel Grid
Smoothing Estimate of Covariate Transformation
Estimate the empty space function F
Interpolate smoothly between specified colours
Find Line Segment Nearest to Each Point
Residual Diagnostics for Multiple Fitted Models
Random Shift
Methods for three-dimensional point patterns
Leverage Measure for Spatial Point Process Model
Plot a List of Things
Find Largest Circle Inside Window
Translation Edge Correction
Spruces Point Pattern
Interaction Distance of a Point Process
Test Whether a Window is Convex
Artificial Data Point Pattern
Kaplan-Meier and Reduced Sample Estimator using Histograms
Objective Function Surface
Linear K Function
Extract or Change Coordinates of a Spatial or Spatiotemporal Point Pattern
Extract Subset of Function Values
Evaluate Expression Involving Functions
Model Formulae for Gibbs Point Process Models
Distance Map as a Function
Safely Convert Point Pattern Window to Binary Mask
Connected components
Parameter influence measure
Distance Map of Line Segment Pattern
Methods for Three-Dimensional Box
Diameter of an Object
Fitted Probabilities for Spatial Logistic Regression
Make Periodic Copies of a Spatial Pattern
New Zealand Trees Point Pattern
Methods for Linear Networks
Osteocyte Lacunae Data: Replicated Three-Dimensional Point Patterns
Likelihood Cross Validation Bandwidth Selection for Kernel Density
Methods for Layered Objects
Saturated Pairwise Interaction Point Process Family
Method of Minimum Contrast
Simulate Poisson Cluster Process
Kernel Smoothed Intensity of Point Pattern
Abbreviations for Groups of Columns in Function Value Table
Create a Line Segment Pattern
Compute Quadrature Weights Based on Grid Counts
Sample Quantiles of Pixel Image
Simulate a Fitted Cluster Point Process Model
Plot Result of Berman Test
Hughes' Amacrine Cell Data
Compute Minimum or Maximum Nearest-Neighbour Distance
Diggle-Gratton model
Generate a Logistic Regression Quadrature Scheme from a Point Pattern
Identify Points in a Point Pattern
Evaluate Logical Expression Involving Pixel Images and Return
Region Where Expression is True
Data and Code From JRSS Discussion Paper on Residuals
Simulate from a Fitted Point Process Model
Weighted kernel smoother
plot a Fitted Point Process Model
Prediction from a Fitted Cluster Point Process Model
Extract Subset of Signed or Vector Measure
Number of Line Segments in a Line Segment Pattern
Random Thinning
Exchange X and Y Coordinates
Morphological Closing
Mixed Poisson Distribution
Point Patterns of New Brunswick Forest Fires
Compute Quadrature Weights Based on Dirichlet Tessellation
Apply Affine Transformation
Run Point-and-Click Interface
Create Colour-Valued Pixel Image
Simulate Log-Gaussian Cox Process
Methods for Intensity Functions of Spatial Covariate
Nearest Neighbour Distance Distribution Function
of a Three-Dimensional Point Pattern
Tabulate Marks in Neighbourhood of Every Point in a Point Pattern
Create a Point Pattern
Extract Pixel Centres as Point Pattern
Longleaf Pines Point Pattern
Extract Subset of Multidimensional Point Pattern
Nearest Neighbour Distance Function G
Three Dimensional Point Pattern
Methods for Multi-Dimensional Box
Urkiola Woods Point Pattern
Plot a Fitted Spatial Logistic Regression
Create a Pixel Image Object
Stoyan's Rule of Thumb for Bandwidth Selection
Hyper Data Frame
Print Progress Reports
Record the Computation Time
Number of Points in a Point Pattern
Default Expansion Rule for Simulation of Model
Inhomogeneous Multitype
Pair Correlation Function (Dot-type) for Linear Point Pattern
Pairwise distances
Simple Example of Linear Network
Test Whether A Point Pattern is Multitype
Stratified random point pattern
Hybrid Interaction Family
Distance on Delaunay Triangulation
Estimate window from points alone
Convert Point Pattern to Another Unit of Length
The Multitype Hard Core Point Process Model
Methods for Spatial Functions
Test Whether An Object Is A Point Pattern
Inhomogeneous Marked K-Function
Point and Click Interface for Exploratory Analysis of Point Pattern
Berman's Tests for Point Process Model
Nearest neighbours in three dimensions
Diagnostics for random marking
K-th Nearest Point Map
Generate Poisson Point Pattern
Plot a tessellation
Morphological Opening
Integral of a Pixel Image
Multitype K Function (Cross-type) for Linear Point Pattern
Simulate Matern Model I
Extract Subset of a Layered Object
Determine Initial State for Metropolis-Hastings Simulation.
Plot a List of Things
Dummy Function Returns Number of Points
Cross Validated Bandwidth Selection for Relative Risk Estimation
Test Whether An Object Is Empty
Perfect Simulation of the Hardcore Process
Cartesian Coordinates for a Pixel Raster
Loglikelihood of Spatial Logistic Regression
Pseudoscore Diagnostic For Fitted Model against Saturation Alternative
Apply Expansion Rule
Mark Correlation Function
Inverse-distance weighted smoothing of observations at irregular points
Swedish Pines Point Pattern
Distance Map
Generate Quasirandom Point Pattern in Given Window
Convert Window Back To Rectangle
Identify Covariates Involved in each Model Term
Linear Pair Correlation Function
Test Whether Pixel Images Are Compatible
Summary of a Split Point Pattern
Waterstriders data.
Three independent replications of a point pattern
formed by insects.
Plot a Function Array
Estimate Intensity of Point Pattern Using Nearest Neighbour Distances
Local pair correlation function
Function Value Table
Print Brief Details of a Point Pattern Dataset
Create List of Plotting Layers
Pairwise distances
Pair Correlation Function
Plot Result of Scan Test
Plot a Spatial Kolmogorov-Smirnov Test
Nearest neighbour distances between line segments
Murchison gold deposits
Ponderosa Pine Tree Point Pattern
Print a Quadrature Scheme
Variance-Covariance Matrix for a Fitted Spatial Logistic Regression
Nearest neighbour distances
Inhomogeneous Multitype Pair Correlation Function (Cross-Type)
Pairwise distances
Kolmogorov-Smirnov Test for Multiple Point Process Model
Plot a three-dimensional point pattern
Three-Dimensional Box
Chi-Squared Test for Multiple Point Process Model Based on
Quadrat Counts
plot a Spatial Line Segment Pattern
Apply Vector Translation To Pixel Image
Mosaic Random Set
Pair Correlation Function obtained from K Function
Hexagonal Grid or Tessellation
Generate N Uniform Random Points On Line Segments
Test Whether Object is a Hybrid
Dispersion Test of CSR for Split Point Pattern Based on
Quadrat Counts
Rotate
Pool Data
Summarizing a Fitted Point Process Model
Convert Window to Another Unit of Length
Fit the Matern Cluster Point Process by Minimum Contrast
Dirichlet Tessellation of Point Pattern
Distance Between Two Point Patterns
Test Whether Function Objects Are Compatible
Generate Poisson Point Pattern in Any Dimensions
Internal Options in Spatstat Package
Pyramidal Neurons in Cingulate Cortex
Print Brief Details of a Line Segment Pattern Dataset
Plot Image Using Texture Fill
Data Sharpening of Point Pattern
Randomly Shift a Line Segment Pattern
Fit Point Process Model Involving Irregular Trend Parameters
Compute Integral of Function Against Cumulative Distribution
Pair Correlation Function obtained from array of K functions
Mosaic Random Field
Summarizing a Pixel Image
Apply Affine Transformation To Window
Generate a Row or Column Arrangement of Rectangles.
K-function
Simulate a Fitted Gibbs Point Process Model
Methods for Objective Function Surfaces
Perfect Simulation of the Diggle-Gates-Stibbard Process
Estimate Variance of Summary Statistic by Subdivision
Force Point Process Model to be Valid
Rotate a Window
Predict Point Process Model on Linear Network
Signed or Vector-Valued Measure
Simulate Simple Sequential Inhibition
Nearest neighbour distances on a linear network
Spokes pattern of dummy points
Beta Ganglion Cells in Cat Retina
Pairwise distances
Pairwise distances in Three Dimensions
Ord Interaction Process Family
Fitted Conditional Intensity for Point Process Model
Simulate Matern Cluster Process
Summary of a Spatial Window
Convert Pixel Image to Another Unit of Length
Intersection, Union or Set Subtraction of Two Windows
Check Whether Point Process Model is Valid
Simulate point patterns using the Metropolis-Hastings algorithm.
Fit Cluster or Cox Point Process Model
Rotate a Line Segment Pattern
Test Whether Points Are Inside A Window
Plot a Pixel Image
Log Likelihood for Poisson Point Process Model
Areas of Morphological Dilations
Distance for a Point Pattern Matching
Reflect In Origin
Plot Entries in a Hyperframe
Random Perturbation of a Point Pattern
Set Covariance of a Window
Class of Quadrature Schemes
Texture Map
Summarizing a Quadrature Scheme
Print Brief Details of an Image
Pairwise shortest-path distances between points on
a linear network
Calculate four standard summary functions of a point pattern.
Simulate a Fitted Spatial Logistic Regression Model
Marked pair correlation function
Spatial Scan Test
Extract Unique Points from a Spatial Point Pattern
Extract List of Tiles in a Tessellation
Class owin
Convert Window to Pixel Image
Perspective Plot of Pixel Image
Update a Fitted Cluster Point Process Model
Nonparametric Estimate of Spatially-Varying Relative Risk
Define Point Process Model for Metropolis-Hastings Simulation.
Resample a Point Pattern by Resampling Quadrats
Names of Tiles in a Tessellation
Analysis of Deviance for Spatial Logistic Regression Models
Kernel Smoothed Intensity of Split Point Pattern
Rotate a Point Pattern
Simulation Envelopes of Summary Function for 3D Point Pattern
Convert Line Segment Pattern to Pixel Image
Generate Multitype Poisson Point Pattern
Diagnostic Plots for Fitted Point Process Model
Cut margins from rectangle
Divide Hyperframe Into Subsets and Reassemble
Apply Vector Translation To Point Pattern
Level Set of a Pixel Image
Print News About Latest Version of Package
Extract List of Individual Point Process Models
Generate N Uniform Random Points in a Disc
Plot Point Pattern on Linear Network
Simulate Neyman-Scott Point Process with Cauchy cluster kernel
The Spatstat Package
Compute Area of Overlap
Generate grid of parallel lines with random displacement
Perimeter Length of Window
Summary of a List of Things
Variance-Covariance Matrix for a Fitted Point Process Model
Union of Data and Dummy Points
Influenza Virus Proteins
Trees in Waka national park
Generate N Uniform Random Points in Any Dimensions
Reduced Sample Estimator using Histogram Data
Empirical Intensity of Point Pattern on Linear Network
Plot a Graphics Symbol Map
Create a Function Value Table
Nearest Neighbour Map on Linear Network
Summarise Marks in Every Neighbourhood in a Point Pattern
Create a Tessellation
Fit the Neyman-Scott Cluster Point Process with Variance Gamma kernel
Calculate Variance-Covariance Matrix for Fitted Multiple Point
Process Model
Print a Fitted Point Process Model
Test Whether An Object Is A Pixel Image
Fit Point Process Model to Data
California Redwoods Point Pattern (Ripley's Subset)
Rescale Data to Lie Between Specified Limits
Update a Graphics Symbol Map.
Update a Fitted Point Process Model
Ratio object
Simulate Neyman-Scott Process
Q-Q Plot of Residuals from Fitted Point Process Model
Extract Subset of Line Segment Pattern
Test whether Object is Multitype
Reset Values in Subset of Image
Create a Linear Network
Detect Numerical Rounding
Generate N Random Points
Crossing Points in a Line Segment Pattern
Convert Spatial Object to Pixel Image
Apply Affine Transformation To Line Segment Pattern
Perfect Simulation of the Diggle-Gratton Process
Convert dataset to another unit of length
Variance-Covariance Matrix for a Fitted Cluster Point Process Model
Plot Influence Measure
Distribution Function of Interpoint Distance
Plot a fitted cluster point process
Generate N Uniform Random Points in Three Dimensions
Humberside Data on Childhood Leukaemia and Lymphoma
Deprecated spatstat functions
Volume of an Object
Uniform Random Points on a Linear Network
Compute Areas of Tiles in a Tessellation
Change Colour Values in a Colour Map
Quantiles of Weighted Empirical Cumulative Distribution Function
Generate N Random Multitype Points
Kaplan-Meier Estimator using Histogram Data
Methods for Functions on Linear Network
Generate Poisson Point Pattern on Line Segments
Summary of a Line Segment Pattern Dataset
Summary of a Point Pattern Dataset
Specify Simulation Window or Expansion Rule
Fit the Thomas Point Process by Minimum Contrast
Print Names and Version Numbers of Libraries Loaded
Plot a Simulation Envelope
Update Control Parameters of Metropolis-Hastings Algorithm
Vertices of a Window
Neighbourhood density function
Generate Poisson Random Line Process
Place Points Evenly Along Specified Lines
Prediction from a Fitted Point Process Model
Simulate systematic random point pattern
Triplet Interaction Family
Randomly Shift a List of Point Patterns
Simulated data from a two-group experiment with replication
within each group.
Multitype pair correlation function (cross-type)
Fit Point Process Model to Point Pattern on Linear Network
Simulate Point Process Models using the Metropolis-Hastings Algorithm.
Random Re-Labelling of Point Pattern
Mark of Nearest Neighbour
Evaluate Expression Involving Pixel Images
Convex Hull of Points
Display the result of a quadrat counting test.
Midpoints of Line Segment Pattern
Methods for Fitted Interactions
Multitype pair correlation function (i-to-any)
Marked Nearest Neighbour Distance Function
The Multitype Strauss Point Process Model
Test Expansion Rule
Convert Data to Hyperframe
Combine Function Value Tables
Geometrical Calculations for Three-Dimensional Box
Bandwidth Selection Based on Window Geometry
Convert Pixel Image from Numeric to Factor
Connected components of a point pattern
Scots pines and other trees at Hyytiala
Lengths of Line Segments
Empirical Intensity of Point Pattern
Inhomogeneous Pair Correlation Function
Lookup Tables
Mark Connection Function for Multitype Point Pattern on Linear Network
Multitype K Function (Dot-type) for Linear Point Pattern
Create a Window
Class of Images
Fit the Matern Cluster Point Process by Minimum Contrast Using Pair Correlation
Partial Residuals for Point Process Model
Pair Correlation Function of Point Pattern
Nearest Neighbour Distances in Any Dimensions
Plot Leverage Function
Plot a Colour Map
Methods for Multidimensional Space-Time Point Patterns
Compute Unless Previously Saved
Approximate a Polygon by a Simpler Polygon
Cells in Gastric Mucosa
Move Point To Nearest Line
Internal spatstat functions
Pairwise Interaction Process Family
Compute Quadratic Forms
Test Whether Marks Are Present
Diameter of a Window
The Fiksel Interaction
K Function or Pair Correlation Function of Cluster Model or Cox model
Rounding of Pixel Values
Circumradius and Diameter of a Linear Network
Convert Data To Tessellation
Calculate Derivative of Function Values
Model Compensator of K Function
Collapse Several Function Tables into One
Histogram of Pixel Values in an Image
Basis for Harmonic Functions
Methods for Units
Simulation Envelopes of Summary Function
Find Pixel Nearest to a Given Point
Methods for Cluster Point Process Models
Class of Point Matchings
Divide Region into Quadrats
Pool Data from Several Function Arrays
Randomly Shift a Point Pattern
Poisson Point Process on a Linear Network
Define Point Process Model for Metropolis-Hastings Simulation.
Convert Line Segment Pattern to Another Unit of Length
Apply Affine Transformation To Point Pattern
Apply Vector Translation
Apply Vector Translation To Line Segment Pattern
Inhomogeneous multitype K Function (Cross-type) for Linear Point Pattern
Weighted Histogram
Graphics Symbol Map
Predicted or Fitted Values from Spatial Logistic Regression
Generate Random Numbers of Points for Cell Process
Kimboto trees at Paracou, French Guiana
Plot a Fitted Point Process Model on a Linear Network
Nearest neighbour distances in three dimensions
Fit Point Process Model to Several Point Patterns
Pairwise distances between two different three-dimensional point patterns
Pool Several Quadrat Tests
Extract Design Matrix from Spatial Logistic Regression Model
Plot a Spatial Quadrature Scheme
Create a Point Matching
Simulate Matern Model II
Pool Data from Several Ratio Objects
Apply Numerical Rounding to Spatial Coordinates
Generate a Quadrature Scheme from a Point Pattern
Simulate Baddeley-Silverman Cell Process
Simulate Neyman-Scott Point Process with Variance Gamma cluster kernel
Apply Vector Translation To Window
Fit a Log-Gaussian Cox Point Process by Minimum Contrast
Methods for Point Patterns on a Linear Network
Name for Unit of Length
Superimpose Several Geometric Patterns
Marks of a Point Pattern
Geyer's Saturation Point Process Model
Rotate a Pixel Image
Coerce Line Segment Pattern to a Data Frame
Added Variable Plot for Point Process Model
Cross Validated Bandwidth Selection for Spatial Smoothing
Intersect Infinite Straight Lines with a Window
Create Colour Scheme for a Range of Numbers
Evaluate Expression Involving Pixel Images on Linear Network
Pairwise distances between two different sets of points
Compute Fitted Effect of a Spatial Covariate in a Point Process Model
Aherne's hamster tumour data
The Soft Core Point Process Model
Extract the Variables in a Point Process Model
Pairwise Distances Between Two Different Multi-Dimensional Point Patterns
Plot a Spatial Window
Pair Correlation Function of a Three-Dimensional Point Pattern
Plot a Signed or Vector-Valued Measure
Plot a List of Point Patterns
Plot a Texture Map
Dispersion Test for Spatial Point Pattern Based on
Quadrat Counts
Class of Fitted Point Process Models
Scatterplot Matrix for Pixel Images
Poisson Line Tessellation
Simple Point-and-Click Interface Panels
Simulated Point Pattern
Spatial Logistic Regression
Determine Whether One Window is Contained In Another
Fit the Neyman-Scott Cluster Point Process with Variance Gamma kernel
Fit the Thomas Point Process by Minimum Contrast
Extract or Replace Subset of Point Pattern
Likelihood Ratio Test Statistic for Scan Test
Evaluate an Expression in Each Row of a Hyperframe
Inhomogeneous Cross Type L Function
K-function using FFT
Convert Pixel Image to Matrix
Border Region of a Window
Convert and Compare Colours in Different Formats
Harkness-Isham ants' nests data
Classify Points in a Point Pattern
Distance Map of Window
Poisson Point Process Model
Contour plot of pixel image
Pixel Image Approximation of a Window
Evaluate an Expression in a Function Table
Influence Measure for Spatial Point Process Model
Areas of Morphological Erosions
Allard-Fraley Estimator of Cluster Feature
Function on a Linear Network
Pool Data from Several Envelopes
Inhomogeneous multitype K Function (Dot-type) for Linear Point Pattern
Fry Plot of Point Pattern
Coerce Point Pattern to a Data Frame
Convert Point Pattern to Pixel Image
Fit Point Process Model to Point Pattern Data
Plot Quadrat Counts
Nearest Neighbour Clutter Removal
Class of Point Patterns
Identify Nearest Neighbours on a Linear Network
Simulate Gauss-Poisson Process
Perfect Simulation of the Strauss-Hardcore Process
Generate N Uniform Random Points
Interpret Fitted Model for Metropolis-Hastings Simulation.
Galaxies in the Shapley Supercluster
California Redwoods Point Pattern (Entire Dataset)
Divide Multidimensional Point Pattern into Sub-patterns
Smoothed Relative Density of Pairs of Covariate Values
List Dihedral Triples in a Graph
Spatial Function Class
Sufficient Statistic of Point Process Model
Read Point Pattern From Data File
Simulate Thomas Process
Print Brief Details of a Spatial Window
Square Window
Side Lengths of Enclosing Rectangle of a Window
Simulate Stratified Random Point Pattern
Divide Point Pattern into Sub-patterns
Multidimensional Space-Time Point Pattern