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