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