Kernel Smoothed Intensity of Split Point Pattern
Distance to Boundary of Window
Distance to Boundary of Window
Artificial Data Point Pattern
Extract or Replace Subset of a List of Things
Subset of Quadrature Scheme
Multitype J Function (i-to-any)
The Fiksel Interaction
The Area Interaction Point Process Model
K Function or Pair Correlation Function of a Point Process Model
Extract or Replace Subset of Function Values
Extract or Replace Sub-Patterns
Hybrid Geyer Point Process Model
Extract Subset of Line Segment Pattern
Model Compensator of Nearest Neighbour Function
Inhomogeneous Nearest Neighbour Function
Extract or Replace Subset of a List of Spatial Objest
Extract Subset of Leverage Object
Estimate the I-function
Nearest Neighbour Distance Distribution Function
of a Three-Dimensional Point Pattern
Multitype Nearest Neighbour Distance Function (i-to-j)
Extract Subset of Function Array
The Connected Component Process Model
Empty Space Function of a Three-Dimensional Point Pattern
Extract or Replace Subset of Point Pattern
Extract Subset of Image
Estimate the Empty Space Function or its Hazard Rate
Extract Subset of Signed or Vector Measure
Extract or Replace Subset of Hyperframe
The Hierarchical Hard Core Point Process Model
The Hierarchical Strauss Point Process Model
Marked J Function
Residual G Function
The Hard Core Point Process Model
Inhomogeneous Empty Space Function
Diggle-Gates-Stibbard Point Process Model
Extract or Change the Containing Rectangle of a Spatial Object
Extract Subset of Influence Object
Multitype J Function (i-to-j)
Multitype K Function (i-to-any)
Estimate the J-function
Multitype Nearest Neighbour Distance Function (i-to-any)
Extract or Replace Subset of a List of Things
Marked Nearest Neighbour Distance Function
Diggle-Gratton model
Mark-Weighted K Function
Model Compensator of K Function
Foxall's Distance Functions
K-function using FFT
Geyer's Saturation Point Process Model
Inhomogeneous K-function
Nearest Neighbour Distance Function G
Extract Subset of Window
Reduced Second Moment Measure
K Function or Pair Correlation Function of Gibbs Point Process model
Hybrid Interaction Point Process Model
Extract or Replace Subset of a Layered Object
K-function of a Three-Dimensional Point Pattern
Diagnostics for random marking
Extract or Replace Subset of Tessellation
Inhomogeneous J-function
Multitype K Function (Cross-type)
K Function or Pair Correlation Function of Cluster Model or Cox model
Inhomogeneous Cross K Function
K-function
The Hierarchical Strauss Hard Core Point Process Model
Spherical Contact Distribution Function
Inhomogeneous Marked K-Function
Extract Subset of Linear Network
Extract Subset of Multidimensional Point Pattern
Extract Subset of Point Pattern on Linear Network
Inhomogeneous Multitype K Dot Function
plot a Fitted Point Process Model
Pool Data from Several Function Arrays
Prediction from a Fitted Cluster Point Process Model
Find Nearest Point in a Region
Parametric Estimate of Spatially-Varying Relative Risk
Convert Window to Pixel Image
Plot Point Pattern on Linear Network
Plot a List of Spatial Objects
Plot Pixel Image on Linear Network
Pool Data from Several Envelopes
Create a Point Pattern
Simulate Matern Cluster Process
Plot a Three-Dimensional Point Pattern
Randomly Shift a List of Point Patterns
Compute Unless Previously Saved
Plot a tessellation
Generate a Logistic Regression Quadrature Scheme from a Point Pattern
Perfect Simulation of the Strauss Process
Quantile Tessellation
Pool Data from a List of Objects
Theoretical Distribution of Nearest Neighbour Distance
Build Point Process Model for Metropolis-Hastings Simulation.
Extract Quadrature Scheme Used to Fit a Point Process Model
Plot a Spatial Quadrature Scheme
Plot a fitted cluster point process
Simulate Poisson Cluster Process
Simulate Baddeley-Silverman Cell Process
Random Perturbation of a Point Pattern
Rotational Average of a Pixel Image
Plot a plotppm Object Created by plot.ppm
Plot a Function Array
Print Brief Details of a Line Segment Pattern Dataset
Predict Point Process Model on Linear Network
Stratified random point pattern
Plot a Fitted Spatial Logistic Regression
Generate a Quadrature Scheme from a Point Pattern
Prediction for Fitted Multiple Point Process Model
plot a Spatial Point Pattern
Pseudoscore Diagnostic For Fitted Model against General Alternative
Place Points Evenly Along Specified Lines
Q-Q Plot of Residuals from Fitted Point Process Model
Plot Quadrat Counts
Summarizing a Fitted Point Process Model
Cut Line Segments Where They Intersect
Specify Simulation Window or Expansion Rule
Simulate from a Fitted Point Process Model
Ponderosa Pine Tree Point Pattern
Simulate Neyman-Scott Point Process with Cauchy cluster kernel
Spokes pattern of dummy points
Estimate window from points alone
Randomly Shift a Line Segment Pattern
Random Pixel Noise
Simple Point-and-Click Interface Panels
Random Shift
Reflect In Origin
Apply Numerical Rounding to Spatial Coordinates
Simulate Gauss-Poisson Process
Create Colour-Valued Pixel Image
Apply Vector Translation
Prediction from a Fitted Point Process Model
Plot Leverage Function
Generate Poisson Random Line Process
Dispersion Test for Spatial Point Pattern Based on
Quadrat Counts
Fit the Thomas Point Process by Minimum Contrast
Convert Line Segment Pattern to Another Unit of Length
Plot a Graphics Symbol Map
Resample a Point Pattern by Resampling Quadrats
Update a Graphics Symbol Map.
Plot a Spatial Distribution Test
Print Brief Details of an Image
Convert Pixel Image to Another Unit of Length
Plot Entries in a Hyperframe
Spruces Point Pattern
Draw Points or Lines on a Surface Viewed in Perspective
Rescale Data to Lie Between Specified Limits
Detect Numerical Rounding
Perfect Simulation of the Diggle-Gratton Process
Plot a Texture Map
Apply Vector Translation To Pixel Image
Random Re-Labelling of Point Pattern
Dispersion Test of CSR for Split Point Pattern Based on
Quadrat Counts
Plot a List of Things
Uniform Random Points on a Linear Network
Plot a List of Point Patterns
Force Point Process Model to be Valid
Simulate Point Process Models using the Metropolis-Hastings Algorithm.
Generate N Uniform Random Points
Summary of a List of Things
Data and Code From JRSS Discussion Paper on Residuals
Waterstriders data.
Three independent replications of a point pattern
formed by insects.
Plot a linear network
Residuals for Point Process Model Fitted to Multiple Point Patterns
Plot a Text String
Print Brief Details of a Spatial Window
Pool Several Quadrat Tests
Rose Diagram
Set Control Parameters for Metropolis-Hastings Algorithm.
Class of Quadrature Schemes
Randomly Shift a Point Pattern
Calculate Variance-Covariance Matrix for Fitted Multiple Point
Process Model
Layered Plot
Simulated data from a two-group experiment with replication
within each group.
Distance Between Two Point Patterns
Plot a List of Images
Move Point To Nearest Line
Interpret Fitted Model for Metropolis-Hastings Simulation.
Data Sharpening of Point Pattern
Quantiles of Weighted Empirical Cumulative Distribution Function
Variance-Covariance Matrix for a Fitted Point Process Model
Plot a Yardstick or Scale Bar
Apply Vector Translation To Point Pattern
Convert dataset to another unit of length
plot a Fitted Multiple Point Process Model
Urkiola Woods Point Pattern
Predicted or Fitted Values from Spatial Logistic Regression
Crossing Points in a Line Segment Pattern
Superimpose Several Point Patterns on Linear Network
Names of Tiles in a Tessellation
Name for Unit of Length
Class of Point Patterns
Pyramidal Neurons in Cingulate Cortex
Rotate a Pixel Image
Pool Data from Several Ratio Objects
Side Lengths of Enclosing Rectangle of a Window
Test of Spatial Segregation of Types
Convert Window Back To Rectangle
Print Names and Version Numbers of Libraries Loaded
Generate N Random Multitype Points
Print a Quadrature Scheme
Sufficient Statistic of Point Process Model
Create a Point Matching
Receiver Operating Characteristic
Simple Example of Linear Network
Generate Poisson Point Pattern in Three Dimensions
Plot an Arrow
Class of Line Segment Patterns
Generate Poisson Point Pattern
Trees in Waka national park
Simulate Stratified Random Point Pattern
Studentised Permutation Test
Convert Spatial Object to Pixel Image
Plot a Fitted Point Process Model on a Linear Network
Plot a Pixel Image
Plot a Colour Map
Simulate Thomas Process
plot a Spatial Line Segment Pattern
Nonparametric Estimate of Spatially-Varying Relative Risk
Deprecated spatstat functions
Likelihood Ratio Test Statistic for Scan Test
Simulate Log-Gaussian Cox Process
Plot Result of Berman Test
Reorder Levels of a Factor-Valued Image or Pattern
Fit Point Process Model to Point Pattern Data
Internal spatstat functions
Label Vertices of a Tree by Branch Membership
Pseudoscore Diagnostic For Fitted Model against Saturation Alternative
Generate N Uniform Random Points in a Disc
Estimate Variance of Summary Statistic by Subdivision
Plot Influence Measure
Simulate Matern Model II
Simulate point patterns using the Metropolis-Hastings algorithm.
Evaluate Logical Expression Involving Pixel Images and Return
Region Where Expression is True
Perfect Simulation of the Diggle-Gates-Stibbard Process
Divide Hyperframe Into Subsets and Reassemble
Extract List of Individual Point Process Models
Display the result of a quadrat counting test.
Read Point Pattern From Data File
Summary of a Line Segment Pattern Dataset
Simulate Neyman-Scott Process
Triplet Interaction Family
Extract Unique Points from a Spatial Point Pattern
Mosaic Random Set
Volume of an Object
Sporophores Data
Generate N Random Points
Generate N Uniform Random Points On Line Segments
Simulated Point Pattern
Apply Vector Translation To Line Segment Pattern
Rotate a Window
Profile Maximum Pseudolikelihood or AIC
California Redwoods Point Pattern (Ripley's Subset)
Perfect Simulation of the Hardcore Process
Variance-Covariance Matrix for a Fitted Spatial Logistic Regression
Divide Image Into Sub-images
Apply a Function Over a List and Obtain a List of Objects
Convert Point Pattern to Another Unit of Length
Generate Multitype Poisson Point Pattern
Stienen Diagram
Fit the Neyman-Scott Cluster Point Process with Variance Gamma kernel
Cartesian Coordinates for a Pixel Raster
Evaluate Expression Involving Components of a Measure
Simulate systematic random point pattern
Divide Multidimensional Point Pattern into Sub-patterns
Plot Function Values
Simulate Simple Sequential Inhibition
Quasirandom Patterns
Class of Point Matchings
Pool Several Functions
Summary of a List of Things
The Spatstat Package
Plot a Spatial Window
Apply Scalar Dilation
Summarizing a Fitted Cox or Cluster Point Process Model
Convert Point Pattern to Pixel Image
Print Progress Reports
Summarizing a Pixel Image
Residuals for Fitted Point Process Model
Spider Webs on Mortar Lines of a Brick Wall
Apply Vector Translation To Window
Prune Tree to Given Level
Create a Line Segment Pattern
Plot Image or Tessellation Using Texture Fill
Reduced Sample Estimator using Histogram Data
Compute Quadratic Forms
Divide Point Pattern into Sub-patterns
Spatial Logistic Regression
Simulate Matern Model I
Subset of Hyperframe Satisfying A Condition
Generate Random Numbers of Points for Cell Process
Chi-Squared Test for Multiple Point Process Model Based on
Quadrat Counts
Generate N Uniform Random Points in Three Dimensions
Superimpose Several Geometric Patterns
Range of Function Values
California Redwoods Point Pattern (Entire Dataset)
Create a Tessellation
Simulate a Fitted Gibbs Point Process Model
Generate Quasirandom Point Pattern in Given Window
Swedish Pines Point Pattern
Smoothing Estimate of Covariate Transformation
Generate N Uniform Random Points in Any Dimensions
Weighted Histogram
Print a Fitted Point Process Model
Poisson Line Tessellation
Union of Data and Dummy Points
Summarizing a Quadrature Scheme
Pixel Values Along a Transect
Weighted kernel smoother
Update a Fitted Cluster Point Process Model
Internal Options in Spatstat Package
Remove Marks
Simulate a Fitted Cluster Point Process Model
Generate Poisson Point Pattern on Line Segments
Convert Pixel Array Between Different Conventions
Smoothed Relative Density of Pairs of Covariate Values
Cut margins from rectangle
Plot a List of Things
Quadrature Scheme Based on Pixel Grid
Rotate
Compute Areas of Tiles in a Tessellation
Simulate Neyman-Scott Point Process with Variance Gamma cluster kernel
Update Control Parameters of Metropolis-Hastings Algorithm
Spatial Cumulative Distribution Function
Compute Integral of Function Against Cumulative Distribution
Text, Arrow or Scale Bar in a Diagram
Run Point-and-Click Interface
Sample Quantiles of Pixel Image
Vesicles Data
Residuals for Fitted Cox or Cluster Point Process Model
Determine Initial State for Metropolis-Hastings Simulation.
Vertices of a Window
Poisson Point Process on a Linear Network
Pseudoscore Diagnostic For Fitted Model against Area-Interaction Alternative
Subset of Point Pattern Satisfying A Condition
Set Covariance of a Window
Change Colour Values in a Colour Map
Define Point Process Model for Metropolis-Hastings Simulation.
Convert Line Segment Pattern to Pixel Image
Print Brief Details of a Point Pattern Dataset
Test Expansion Rule
Mosaic Random Field
Galaxies in the Shapley Supercluster
Generate grid of parallel lines with random displacement
Define Point Process Model for Metropolis-Hastings Simulation.
Random Thinning
Summary of a Spatial Window
Evaluate an Expression in a Function Table
Estimate of Spatially-Varying Relative Risk
Evaluate an Expression in Each Row of a Hyperframe
Interaction Distance of a Point Process
Ratio object
Record the Computation Time
Summary of a Split Point Pattern
Check Whether Point Process Model is Valid
Multidimensional Space-Time Point Pattern
Plot a Simulation Envelope
Poisson Point Process Model
Saturated Pairwise Interaction model
Inhomogeneous Cross Type L Function
The Strauss / Hard Core Point Process Model
Plot Result of Scan Test
Summary of a List of Spatial Objects
Square Window
Rotate a Point Pattern
Fit the Neyman-Scott Cluster Point Process with Variance Gamma kernel
Simulate a Fitted Spatial Logistic Regression Model
Plot a Signed or Vector-Valued Measure
Graphics Symbol Map
Rounding of Pixel Values
Simulate a Fitted Point Process Model on a Linear Network
Convert Pixel Image to Data Frame
Generate Poisson Point Pattern in Any Dimensions
Variance-Covariance Matrix for a Fitted Cluster Point Process Model
Apply Affine Transformation To Line Segment Pattern
Summary of a Point Pattern Dataset
The Piecewise Constant Pairwise Interaction Point Process Model
Third order summary statistic
Coefficients of Fitted Spatial Logistic Regression Model
Extract Linear Network from Data on a Linear Network
Fit the Neyman-Scott cluster process with Cauchy kernel
Rotate a Line Segment Pattern
Bandwidth Selection Based on Window Geometry
Inhomogeneous Multitype L Dot Function
Apply Gaussian Blur to a Pixel Image
Convert and Compare Colours in Different Formats
The Multitype Strauss Point Process Model
Smooth Interpolation of Marks as a Spatial Function
Fit the Thomas Point Process by Minimum Contrast
Extract List of Tiles in a Tessellation
S3 Group Generic methods for images
Convert Data to Hyperframe
Extract Pixel Centres as Point Pattern
Pool Data
Difference of Disc Areas
Generic Ord Interaction model
Kernel Estimate of Intensity on a Linear Network
Test Whether Function Objects Are Compatible
S3 Group Generic Methods for Images on a Linear Network
Diagnostic Plots for Fitted Point Process Model
Array of Contour Plots
Diameter of a Window
Close Pairs of Points
Coefficients of Fitted Point Process Model
Hopkins-Skellam Test
Spatial Scan Test
Compute Areas of Tiles in Dirichlet Tessellation
Scots pines and other trees at Hyytiala
Area of a Window
Add margins to rectangle
The Multitype Hard Core Point Process Model
Pairwise distances between two point patterns on a linear network
Apply Function to Every Neighbourhood in a Point Pattern
Extract coordinates and marks of multidimensional point pattern
Distance Map of Point Pattern
List of Two-Dimensional Spatial Objects
Morphological Erosion
L-function
Abbreviations for Groups of Columns in Function Value Table
Convert to Pixel Image on Linear Network
Calculate Summary Statistic for All Types in a Multitype Point Pattern
Extract Fitted Point Process Model
Orientation Angles of Line Segments
Beadlet Anemones Data
Intersect Infinite Straight Lines with a Window
Signed or Vector-Valued Measure
Piecewise Constant Saturated Pairwise Interaction Point Process Model
Inhomogeneous Multitype Pair Correlation Function
(Cross-type) for Linear Point Pattern
Apply Smoothing to Function Values
Spatial smoothing of data
Test Whether An Object Is A Point Pattern
Extract the Domain of any Spatial Object
The Soft Core Point Process Model
Test Whether A Point Pattern is Multitype
Parameter influence measure
Coerce Line Segment Pattern to a Data Frame
Create Point Pattern on Linear Network
Fit the Matern Cluster Point Process by Minimum Contrast Using Pair Correlation
Multitype Pair Correlation Function (Cross-type) for Linear Point Pattern
The Triplet Point Process Model
Combine Function Value Tables
Print Introduction For Beginners
The Multitype/Hard Core Strauss Point Process Model
Marked K-Function
Locally Scaled K-function
Interactively Define a Rectangle
Mixed Poisson Distribution
Spatial smoothing of observations at irregular points
Pairwise distances between line segments
Border Region of a Window
Midpoints of Line Segment Pattern
Kaplan-Meier Estimator using Histogram Data
Convert Data To Class psp
Difference of Disc Areas
Convert Data to Three-Dimensional Box
Spatial Distribution Test for Multiple Point Process Model
Convert Data To Class ppp
Identify Points in a Point Pattern
Histogram of Pixel Values in an Image
Cross Validated Bandwidth Selection for Spatial Smoothing
Cells in Gastric Mucosa
Convex Hull
Methods for Fitted Interactions
Test Whether Objects Are Compatible
ANOVA for Fitted Point Process Models
Three Dimensional Point Pattern
Multitype L-function (cross-type)
Connected components
Compute or Extract Effective Range of Cluster Kernel
Colour Lookup Tables
Texture Map
Window Frame
Intensity Estimates Using Quadrat Counts
Distance for a Point Pattern Matching
Combine Hyperframes by Rows or by Columns
Sector K-function
Apply Geometrical Transformations to Point Pattern on a Linear Network
Circular Window
Divide Region into Quadrats
Nearest neighbour distances on a linear network
Convert Pixel Image to Matrix
Approximate a Polygon by a Simpler Polygon
Interpolate smoothly between specified colours
Extract Window of Spatial Object
Dirichlet Tessellation of Point Pattern
Fitted Conditional Intensity for Multiple Point Process Model
Extract or Change the Window of a Spatial Object
Convert Data To Class fv
Nearest Neighbours on a Linear Network
Contour plot of pixel image
Calculate four standard summary functions of a point pattern.
Fit Cluster or Cox Point Process Model via Minimum Contrast
Pixel Image Approximation of a Window
Chicago Street Crime Data
Pairwise Distances in Any Dimensions
Marked pair correlation function
Multi-Dimensional Box
Pair Correlation Function obtained from K Function
Apply Geometrical Transformation To Tessellation
Make Function Tables Compatible
Create Colour Scheme for a Range of Numbers
Combine Two Line Segment Patterns
Extract Boundary Edges of a Window.
Subdivide a Window or Tessellation using a Set of Lines
Update a Fitted Point Process Model
The Strauss Point Process Model
Fit Point Process Model to Data
Likelihood Cross Validation Bandwidth Selection for Kernel Density
Determine Type of Window
Diameter of an Object
Pairwise distances in Three Dimensions
Convert List of Two-Dimensional Spatial Objects
Generic Pairwise Interaction model
Determine A Common Spatial Domain And Pixel Resolution
Tabulate Marks in Neighbourhood of Every Point in a Point Pattern
Hutchings' Bramble Canes data
Mark Connection Function for Multitype Point Pattern on Linear Network
Farthest Distance to Boundary of Window
ANOVA for Fitted Point Process Models on Linear Network
Function Arrays for Spatial Patterns
Test Whether Pixel Images Are Compatible
Multitype pair correlation function (i-to-any)
Interactively Define a Polygon
Test Whether Marks Are Present
Clark and Evans Test
ANOVA for Fitted Multiple Point Process Models
Close Pairs of Points in 3 Dimensions
Added Variable Plot for Point Process Model
Spatial Function Class
Apply a Function to a Point Pattern Broken Down by Factor
Spatial Distribution Test for Point Pattern or Point Process Model
Distance Map of Line Segment Pattern
Empirical Intensity of Point Pattern on Linear Network
Test Whether Function Arrays Are Compatible
Neighbourhood density function
Crossing Points of Two Line Segment Patterns
Clark and Evans Aggregation Index
Fitted Conditional Intensity for Point Process Model
Nearest Neighbour Index Map as a Function
Japanese Pines Point Pattern
Circumradius and Diameter of a Linear Network
Methods for Layered Objects
Test Whether a Window is Convex
Castilla-La Mancha Forest Fires
Linear K Function
Lambert's W Function
Apply Function to Image Broken Down by Factor
Perfect Simulation of the Strauss-Hardcore Process
Test Whether An Object Is A Point Pattern on a Linear Network
Pairwise distances between two different sets of points
Apply Affine Transformation To Window
Extract Cluster Offspring Kernel
Set Default Control Parameters for Metropolis-Hastings Algorithm.
Extract the Interaction from a Fitted Point Process Model
Convert Line Segment Pattern to Binary Pixel Mask
Influenza Virus Proteins
Log Likelihood and AIC for Fitted Cox or Cluster Point Process Model
Leverage Measure for Spatial Point Process Model
Exponential Energy Marks
Make Pixel Images Compatible
L-function
Morphological Closing
Berman's Tests for Point Process Model
Print News About Latest Version of Package
Evaluate Expression Involving Pixel Images on Linear Network
Foo is Not a Real Name
Distribution Function of Interpoint Distance
Classify Points in a Point Pattern
Recompute Envelopes
Function Value Table
Determine Whether One Window is Contained In Another
Analysis of Deviance for Spatial Logistic Regression Models
Default Expansion Rule for Simulation of Model
Kernel Smoothing of Line Segment Pattern
Linear Network of Delaunay Triangulation or Dirichlet Tessellation
Find Largest Circle Inside Window
Check Start of Character String
Envelope for Point Patterns on Linear Network
Methods for Cluster Point Process Models
Fitted Probabilities for Spatial Logistic Regression
Hughes' Amacrine Cell Data
Extract Original Data from a Fitted Point Process Model
Geometrical Calculations for Three-Dimensional Box
Test Whether Object is a Hybrid
Exchange X and Y Coordinates
Convert to Pixel Image
Class owin
Convert Window to Data Frame
Harkness-Isham ants' nests data
Fill Plot With Texture
Translation Edge Correction
Areas of Morphological Erosions
Function on a Linear Network
Weighted Empirical Cumulative Distribution Function
Apply Expansion Rule
Hyper Data Frame
Gauss-Hermite Quadrature Approximation to Expectation for Normal Distribution
Nearest neighbour distances between line segments
Perimeter Length of Window
Nearest Neighbours Between Two Patterns in 3D
List Dihedral Triples in a Graph
List Triangles in a Graph
Simulation Envelopes of Summary Function for 3D Point Pattern
Coerce Point Pattern to a Data Frame
Pair Correlation Function
Lansing Woods Point Pattern
Outdated Functions
Mark of Nearest Neighbour
Convert Pixel Image to Matrix or Array
Create a Window
Mark Connection Function
Make Objects Compatible
Find Line Segment Nearest to Each Point
Convolution of Pixel Images
Fit a Log-Gaussian Cox Point Process by Minimum Contrast
Basis for Harmonic Functions
Window in Shape of Letter R
Biological Cells Point Pattern
Simulation Envelopes of Summary Function
Stoyan's Rule of Thumb for Bandwidth Selection
Interactively Add Points
Inverse-distance weighted smoothing of observations at irregular points
Convert Function Value Table to Function
Evaluate Expression Involving Function Arrays
Methods for Linear Networks
Interactively Measure Distance
Extract Dummy Points Used to Fit a Point Process Model
Point and Click Interface for Displaying Spatial Data
Areas of Morphological Dilations
Residual Diagnostics for Multiple Fitted Models
Compute Area of Overlap
Field of clusters
Distance to Boundary of Window
Test Whether A Point Pattern is Marked
Inhomogeneous Linear K Function
Lookup Tables
Convert Data To Layered Object
Compute Minimum or Maximum Nearest-Neighbour Distance
Level Set of a Pixel Image
Infinite Order Interaction Family
Beta Ganglion Cells in Cat Retina
Copy Data Files for Example
Berman-Huntington points and lines data
Extract Interaction Structure
Inhomogeneous multitype K Function (Cross-type) for Linear Point Pattern
Dummy Function Returns Number of Points
Nearest Neighbour Clutter Removal
Nearest neighbour distances
Fit the Matern Cluster Point Process by Minimum Contrast
Distance on Delaunay Triangulation
Vertices and Edges of Dirichlet Tessellation
Longleaf Pines Point Pattern
Kimboto trees at Paracou, French Guiana
Methods for Intensity Functions of Two Spatial Covariates
Class of Images
Create a Function Value Table
Panel Plots using Colour Image or Contour Lines
Mark Variogram
Count Multiplicity of Duplicate Points
Pairwise distances
Centroid of a window
Recognise Stationary and Poisson Point Process Models
Inhomogeneous Multitype
Pair Correlation Function (Dot-type) for Linear Point Pattern
Bootstrap Confidence Bands for Summary Function
Inhomogeneous Linear Pair Correlation Function
Compute Disc of Given Radius in Linear Network
Compute Images of Constructed Covariates
The Lennard-Jones Potential
Kernel Smoothed Intensity of Point Pattern
Convert Window to Another Unit of Length
Beta Ganglion Cells in Cat Retina, Old Version
Pairwise shortest-path distances between points on
a linear network
Multitype Pair Correlation Function (Dot-type) for Linear Point Pattern
Point Patterns of New Brunswick Forest Fires
People in Gordon Square
Create a Linear Network
Elliptical Window.
Pairwise distances
Method of Minimum Contrast
Nested Split
Collapse Several Function Tables into One
Test Whether An Object Is A Fitted Point Process Model
Extract Design Matrix from Spatial Logistic Regression Model
Delete or Extract a Branch of a Tree
Morphological Dilation
Corners of a rectangle
Breakdown Spots in Microelectronic Materials
Compute Fitted Effect of a Spatial Covariate in a Point Process Model
Extract or Change Coordinates of a Spatial or Spatiotemporal Point Pattern
Integral of a Pixel Image
Inhomogeneous Neighbourhood Density Function
Increments of a Function
Mark Connection Function for Multitype Point Pattern on Linear Network
Methods for Spatial Logistic Regression Models
Fit Cluster or Cox Point Process Model
Marks of a Line Segment Pattern
Objective Function Surface
Circumradius of a Window
Distance Map of Window
Test Whether An Object Is Empty
Density Estimation for Circular Data
Methods for Functions on Linear Network
Convert Data to a Point Pattern on a Linear Network
Evaluate Expression Involving Functions
Tree Branch Membership Labelling Function
Recognise Fitted Determinantal Point Process Models
Pairwise Distances Between Two Different Multi-Dimensional Point Patterns
Inhomogeneous Multitype Pair Correlation Function (Cross-Type)
Methods for Units
Pairwise distances
Ord Interaction Process Family
Coefficients of Point Process Model Fitted to Multiple Point Patterns
Test Whether A Point Process Model is Marked
Convert Pixel Image to Function of Coordinates
Intersection, Union or Set Subtraction of Windows
Create Pixel Image on Linear Network
Apply Affine Transformation
Reset Values in Subset of Image
Aherne's hamster tumour data
Concatenate x,y Coordinate Vectors
Nearest-Neighbour Correlation Indices of Marked Point Pattern
Linear Pair Correlation Function
Scott's Rule for Bandwidth Selection for Kernel Density
Methods for Spatial Functions
Multitype L-function (i-to-any)
Extract or Replace the Plot Arguments of a Layered Object
Multitype pair correlation function (cross-type)
Coerce Hyperframe to Data Frame
Make Windows Compatible
Log Likelihood and AIC for Point Process Model
Ord's Interaction model
Murchison gold deposits
Find Pixel Nearest to a Given Point
Infinite Straight Lines
Maximum, Minimum, Mean, Median, Range or Sum
of Pixel Values in an Image
Progress Plot of Test of Spatial Pattern
Interactively join vertices on a plot
Pair Correlation Function of Point Pattern
Dendritic Spines Data
Partial Residuals for Point Process Model
Methods for Intensity Functions of Spatial Covariate
Nearest Neighbour Distances in Any Dimensions
Make Periodic Copies of a Spatial Pattern
Bronze gradient filter data
Multitype K Function (Cross-type) for Linear Point Pattern
Convex Hull of Points
Cross Validated Bandwidth Selection for Relative Risk Estimation
Integral on a Linear Network
Tropical rain forest trees
Pairwise distances
Colour Sequences with Uniform Perceptual Contrast
Safely Convert Point Pattern Window to Binary Mask
Distance Map as a Function
Distance Map
Identify Segments in a Line Segment Pattern
Test Whether An Object Is A Pixel Image
Bounding Box of a Window, Image, or Point Pattern
Identify Nearest Neighbours on a Linear Network
Convert Pixel Image from Numeric to Factor
Methods for Objective Function Surfaces
Gorilla Nesting Sites
Nearest neighbours in three dimensions
Humberside Data on Childhood Leukaemia and Lymphoma
Intersection of Two Tessellations
Intensity of a Dataset or a Model
Inhomogeneous Multitype Pair Correlation Function (Type-i-To-Any-Type)
Point Pair Orientation Distribution
Marks of a Tessellation
Pine saplings in Finland.
Geometrical Calculations for Multi-Dimensional Box
Delaunay Triangulation of Point Pattern
Fit Point Process Model to Point Pattern on Linear Network
Union of Discs
Plot Data Using Graphics Symbol Map
Rectangular grid of points
Create List of Plotting Layers
Inhomogeneous Pair Correlation Function
Methods for three-dimensional point patterns
Interpolate a Pixel Image
Convert Data to Numeric Values by Constructing Dummy Variables
Create a Pixel Image Object
Estimate Intensity of Point Pattern Using Nearest Neighbour Distances
Apply Function Pixelwise to List of Images
Lengths of Line Segments
Endpoints of Line Segment Pattern
Osteocyte Lacunae Data: Replicated Three-Dimensional Point Patterns
Marks of a Point Pattern
Residual K Function
Multitype K Function (Dot-type) for Linear Point Pattern
K-th Nearest Point Map
Delta Metric
Local pair correlation function
Exact Maximum Pseudolikelihood Estimate for Stationary Strauss Process
Compute Quadrature Weights Based on Dirichlet Tessellation
Methods for Fitted Point Process Models on a Linear Network
Test Whether Points Are Inside A Window
Smooth a Signed or Vector-Valued Measure
Pair Correlation Function of a Three-Dimensional Point Pattern
Compute Quadrature Weights Based on Grid Counts
Invoke Text Editor on Hyperframe
Quadrat counting for a point pattern
Nearest Neighbour Map on Linear Network
Number of Line Segments in a Line Segment Pattern
Class of Fitted Point Process Models
Morisita Index Plot
Integral of a Measure
Fry Plot of Point Pattern
Kaplan-Meier and Reduced Sample Estimator using Histograms
Lurking variable plot
Convert Data To Tessellation
Fit a Log-Gaussian Cox Point Process by Minimum Contrast
Diggle's Heather Data
Point and Click Interface for Exploratory Analysis of Point Pattern
Generate a Row or Column Arrangement of Rectangles.
Convert Line Segment Pattern to Linear Network
Test whether Object is Multitype
Diggle-Cressie-Loosmore-Ford and Maximum Absolute Deviation Tests
Number of Points in a Point Pattern
Intensity Estimate of Point Pattern Using Tessellation
Pairwise distances between two different point patterns
Take Complement of a Window
Evaluate Expression Involving Pixel Images
Influence Measure for Spatial Point Process Model
Mark Correlation Function
Extract Design Matrix from Point Process Model
List of Objects
Area Under ROC Curve
Area of Part of Disc
Scatterplot Matrix for Pixel Images
Methods for Three-Dimensional Box
Extract the Variables in a Point Process Model
Nearest Neighbours in Any Dimensions
Pairwise distances between two different three-dimensional point patterns
Cross Validated Bandwidth Selection for Kernel Density
Pairwise Interaction Process Family
Extract Model Parameters in Understandable Form
Chorley-Ribble Cancer Data
Nearest neighbour distances in three dimensions
Convert a Window to a Polygonal Window
Methods for Multidimensional Space-Time Point Patterns
Invoke Text Editor on Spatial Data
Hybrid Interaction Family
Calculate Derivative of Function Values
Generate a Default Pattern of Dummy Points
Fit the Neyman-Scott cluster process with Cauchy kernel
Apply Affine Transformation To Pixel Image
Nearest neighbour
Methods for Point Patterns on a Linear Network
Three-Dimensional Box
Nearest Neighbour Orientation Distribution
Model Formulae for Gibbs Point Process Models
Demonstration Example of Hyperframe of Spatial Data
Allard-Fraley Estimator of Cluster Feature
Connected components of a point pattern
Hierarchical Pairwise Interaction Process Family
Convex Hull of Points
Ripley's Isotropic Edge Correction
Intensity of Fitted Point Process Model
Hexagonal Grid or Tessellation
Methods for Images on a Linear Network
Empirical Intensity of Point Pattern
Improve Intensity Estimate of Fitted Cluster Point Process Model
Pairwise distances between two different line segment patterns
Determine Duplicated Points in a Spatial Point Pattern
New Zealand Trees Point Pattern
Apply Geometrical Transformations to a Linear Network
Methods for Multi-Dimensional Box
Loglikelihood of Spatial Logistic Regression
Distance Map on Linear Network
Test Whether A Point Process Model is Multitype
Perspective Plot of Pixel Image
Test Whether An Object Is A Window
Log Likelihood for Poisson Point Process Model
Nearest Neighbours Between Two Patterns
Identify Covariates Involved in each Model Term
Merge Levels of a Factor
Convert Data To Class owin
Fit Point Process Model to Several Point Patterns
Inhomogeneous multitype K Function (Dot-type) for Linear Point Pattern
Spatial Covariance of a Pixel Image
Extract or Change the Plot Formula for a Function Value Table
Summarise Marks in Every Neighbourhood in a Point Pattern
Saturated Pairwise Interaction Point Process Family
Pad the Border of a Pixel Image
Pair Correlation Function obtained from array of K functions
Morphological Opening
Apply Affine Transformation To Point Pattern
Fit Point Process Model Involving Irregular Trend Parameters