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