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