Spatial Point Pattern analysis, model-fitting, simulation, tests


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Documentation for package ‘spatstat’ version 1.18-2

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A B C D E F G H I J K L M N O P Q R S T U V W misc

-- --

spatstat-package The Spatstat Package

-- --

%mark% Marks of a Point Pattern

-- A --

adaptive.density Intensity Estimate of Point Pattern Using Tessellation
affine Apply Affine Transformation
affine.owin Apply Affine Transformation To Window
affine.ppp Apply Affine Transformation To Point Pattern
affine.psp Apply Affine Transformation To Line Segment Pattern
allstats Calculate four standard summary functions of a point pattern.
alltypes Calculate Summary Statistic for All Types in a Multitype Point Pattern
amacrine Hughes' Amacrine Cell Data
anemones Beadlet Anemones Data
angles.psp Orientation Angles of Line Segments
anova.ppm ANOVA for Fitted Point Process Models
ants Harkness-Isham ants' nests data
ants.extra Harkness-Isham ants' nests data
append.psp Combine Two Line Segment Patterns
applynbd Apply Function to Every Neighbourhood in a Point Pattern
area.owin Area of a Window
areaGain Difference of Disc Areas
AreaInter The Area Interaction Point Process Model
areaLoss Difference of Disc Areas
as.box3 Convert Data to Three-Dimensional Box
as.data.frame.im Convert Pixel Image to Data Frame
as.data.frame.ppp Coerce Point Pattern to a Data Frame
as.data.frame.ppx Extract coordinates and marks of multidimensional point pattern
as.data.frame.psp Coerce Line Segment Pattern to a Data Frame
as.hyperframe Convert Data to Hyperframe
as.hyperframe.data.frame Convert Data to Hyperframe
as.hyperframe.default Convert Data to Hyperframe
as.hyperframe.hyperframe Convert Data to Hyperframe
as.hyperframe.listof Convert Data to Hyperframe
as.hyperframe.ppx Extract coordinates and marks of multidimensional point pattern
as.im Convert to Pixel Image
as.im.default Convert to Pixel Image
as.im.function Convert to Pixel Image
as.im.im Convert to Pixel Image
as.im.owin Convert to Pixel Image
as.im.ppp Convert Point Pattern to Pixel Image
as.im.tess Convert to Pixel Image
as.mask Pixel Image Approximation of a Window
as.mask.psp Convert Line Segment Pattern to Binary Pixel Mask
as.matrix.im Convert Pixel Image to Matrix
as.owin Convert Data To Class owin
as.owin.data.frame Convert Data To Class owin
as.owin.default Convert Data To Class owin
as.owin.distfun Convert Data To Class owin
as.owin.gpc.poly Convert Data To Class owin
as.owin.im Convert Data To Class owin
as.owin.owin Convert Data To Class owin
as.owin.ppm Convert Data To Class owin
as.owin.ppp Convert Data To Class owin
as.owin.psp Convert Data To Class owin
as.owin.quad Convert Data To Class owin
as.owin.tess Convert Data To Class owin
as.polygonal Convert a Window to a Polygonal Window
as.ppp Convert Data To Class ppp
as.ppp.data.frame Convert Data To Class ppp
as.ppp.default Convert Data To Class ppp
as.ppp.matrix Convert Data To Class ppp
as.ppp.ppp Convert Data To Class ppp
as.ppp.quad Convert Data To Class ppp
as.psp Convert Data To Class psp
as.psp.data.frame Convert Data To Class psp
as.psp.default Convert Data To Class psp
as.psp.matrix Convert Data To Class psp
as.psp.owin Convert Data To Class psp
as.psp.psp Convert Data To Class psp
as.rectangle Window Frame
as.tess Convert Data To Tessellation
as.tess.im Convert Data To Tessellation
as.tess.list Convert Data To Tessellation
as.tess.owin Convert Data To Tessellation
as.tess.quadratcount Convert Data To Tessellation
as.tess.quadrattest Convert Data To Tessellation
as.tess.tess Convert Data To Tessellation

-- B --

BadGey Hybrid Geyer Point Process Model
bdist.pixels Distance to Boundary of Window
bdist.points Distance to Boundary of Window
bdist.tiles Distance to Boundary of Window
bei Tropical rain forest trees
bei.extra Tropical rain forest trees
bermantest Berman's Tests for Point Process Model
bermantest.ppm Berman's Tests for Point Process Model
bermantest.ppp Berman's Tests for Point Process Model
betacells Beta Ganglion Cells in Cat Retina
betacells.extra Beta Ganglion Cells in Cat Retina
bind.fv Combine Function Value Tables
blur Apply Gaussian Blur to a Pixel Image
border Border Region of a Window
bounding.box Bounding Box of a Window or Point Pattern
bounding.box.xy Convex Hull of Points
box3 Three-Dimensional Box
bramblecanes Hutchings' Bramble Canes data
bronzefilter Bronze gradient filter data
by.im Apply Function to Image Broken Down by Factor
by.ppp Apply a Function to a Point Pattern Broken Down by Factor

-- C --

cbind.fv Combine Function Value Tables
cells Biological Cells Point Pattern
centroid.owin Centroid of a window
chop.tess Subdivide a Window or Tessellation using a Set of Lines
chorley Chorley-Ribble Cancer Data
chorley.extra Chorley-Ribble Cancer Data
clarkevans Clark and Evans Aggregation Index
clickpoly Interactively Define a Polygon
clickppp Interactively Add Points
clip.infline Intersect Infinite Straight Lines with a Window
closing Morphological Closing
closing.owin Morphological Closing
closing.ppp Morphological Closing
closing.psp Morphological Closing
coef.ppm Coefficients of Fitted Point Process Model
collapse.fv Collapse Several Function Tables into One
colourmap Colour Lookup Tables
compatible.fasp Test Whether Two Function Arrays Are Compatible
compatible.fv Test Whether Two Function Objects Are Compatible
compatible.im Test Whether Two Pixel Images Are Compatible
complement.owin Take Complement of a Window
concatxy Concatenate x,y Coordinate Vectors
connected Connected components of an image or window
contour.im Contour plot of pixel image
convexhull Convex Hull
convexhull.xy Convex Hull of Points
coords Extract Coordinates of a Spatial or Spatiotemporal Point Pattern
coords.ppp Extract Coordinates of a Spatial or Spatiotemporal Point Pattern
coords.ppx Extract Coordinates of a Spatial or Spatiotemporal Point Pattern
copper Berman-Huntington points and lines data
corners Corners of a rectangle
crossdist Pairwise distances
crossdist.default Pairwise distances between two different sets of points
crossdist.pp3 Pairwise distances between two different three-dimensional point patterns
crossdist.ppp Pairwise distances between two different point patterns
crossdist.psp Pairwise distances between two different line segment patterns
crossing.psp Crossing Points of Two Line Segment Patterns
cut.im Convert Pixel Image from Numeric to Factor
cut.ppp Classify Points in a Point Pattern

-- D --

data.ppm Extract Original Data from a Fitted Point Process Model
default.dummy Generate a Default Pattern of Dummy Points
delaunay Delaunay Triangulation of Point Pattern
deltametric Delta Metric
demopat Artificial Data Point Pattern
density.ppp Kernel Smoothed Intensity of Point Pattern
density.psp Kernel Smoothing of Line Segment Pattern
density.splitppp Kernel Smoothed Intensity of Split Point Pattern
diagnose.ppm Diagnostic Plots for Fitted Point Process Model
diameter Diameter of a Window
diameter.box3 Geometrical Calculations for Three-Dimensional Box
DiggleGratton Diggle-Gratton model
dilated.areas Areas of Morphological Dilations
dilation Morphological Dilation
dilation.owin Morphological Dilation
dilation.ppp Morphological Dilation
dilation.psp Morphological Dilation
dirichlet Dirichlet Tessellation of Point Pattern
dirichlet.weights Compute Quadrature Weights Based on Dirichlet Tessellation
disc Circular Window
discpartarea Area of Part of Disc
discretise Safely Convert Point Pattern Window to Binary Mask
distfun Distance Map as a Function
distfun.owin Distance Map as a Function
distfun.ppp Distance Map as a Function
distfun.psp Distance Map as a Function
distmap Distance Map
distmap.owin Distance Map of Window
distmap.ppp Distance Map of Point Pattern
distmap.psp Distance Map of Line Segment Pattern
dknn Theoretical Distribution of Nearest Neighbour Distance
dummy.ppm Extract Dummy Points Used to Fit a Point Process Model
duplicated.ppp Determine Duplicated Points in a Spatial Point Pattern

-- E --

eem Exponential Energy Marks
effectfun Compute Fitted Effect of a Spatial Covariate in a Point Process Model
Emark Diagnostics for random marking
empty.space Estimate the empty space function F
endpoints.psp Endpoints of Line Segment Pattern
envelope Simulation Envelopes of Summary Function
envelope.kppm Simulation Envelopes of Summary Function
envelope.pp3 Simulation Envelopes of Summary Function for 3D Point Pattern
envelope.ppm Simulation Envelopes of Summary Function
envelope.ppp Simulation Envelopes of Summary Function
eroded.areas Areas of Morphological Erosions
eroded.volumes Geometrical Calculations for Three-Dimensional Box
erosion Morphological Erosion
erosion.owin Morphological Erosion
erosion.ppp Morphological Erosion
erosion.psp Morphological Erosion
eval.fasp Evaluate Expression Involving Function Arrays
eval.fv Evaluate Expression Involving Functions
eval.im Evaluate Expression Involving Pixel Images
ewcdf Weighted Empirical Cumulative Distribution Function
expand.owin Expand Window By Factor

-- F --

F3est Empty Space Function of a Three-Dimensional Point Pattern
fasp.object Function Arrays for Spatial Patterns
Fest Estimate the empty space function F
finpines Pine saplings in Finland.
finpines.extra Pine saplings in Finland.
fitin Extract the Interaction from a Fitted Point Process Model
fitin.ppm Extract the Interaction from a Fitted Point Process Model
fitted.ppm Fitted Conditional Intensity for Point Process Model
fryplot Fry Plot of Point Pattern
frypoints Fry Plot of Point Pattern
fv Create a Function Value Table
fv.object Data Frames of Function Values

-- G --

G3est Nearest Neighbour Distance Distribution Function of a Three-Dimensional Point Pattern
ganglia Beta Ganglion Cells in Cat Retina, Old Version
Gcross Multitype Nearest Neighbour Distance Function (i-to-j)
Gdot Multitype Nearest Neighbour Distance Function (i-to-any)
Gest Nearest Neighbour Distance Function G
Geyer Geyer's Saturation Point Process Model
Gfox Foxall's Distance Functions
Gmulti Marked Nearest Neighbour Distance Function
gpc2owin Convert Polygonal Region into Different Format
gridcenters Rectangular grid of points
gridcentres Rectangular grid of points
gridweights Compute Quadrature Weights Based on Grid Counts

-- H --

hamster Aherne's hamster tumour data
Hardcore The Hard Core Point Process Model
harmonic Basis for Harmonic Functions
heather Diggle's Heather Data
Hest Spherical Contact Distribution Function
hist.im Histogram of Pixel Values in an Image
humberside Humberside Data on Childhood Leukaemia and Lymphoma
humberside.convex Humberside Data on Childhood Leukaemia and Lymphoma
hyperframe Hyper Data Frame

-- I --

identify.ppp Identify Points in a Point Pattern
Iest Estimate the I-function
im Create a Pixel Image Object
im.object Class of Images
image.im Plot a Pixel Image
incircle Find Largest Circle Inside Window
infline Infinite Straight Lines
inforder.family Infinite Order Interaction Family
inside.owin Test Whether Points Are Inside A Window
integral.im Integral of a Pixel Image
interp.im Interpolate a Pixel Image
intersect.owin Intersection, Union or Set Subtraction of Two Windows
intersect.tess Intersection of Two Tessellations
iplot Point and Click Interface for Displaying a Point Pattern
is.convex Test Whether a Window is Convex
is.empty Test Whether An Object Is Empty
is.empty.default Test Whether An Object Is Empty
is.empty.owin Test Whether An Object Is Empty
is.empty.ppp Test Whether An Object Is Empty
is.empty.psp Test Whether An Object Is Empty
is.im Test Whether An Object Is A Pixel Image
is.marked Test Whether Marks Are Present
is.marked.ppm Test Whether A Point Process Model is Marked
is.marked.ppp Test Whether A Point Pattern is Marked
is.multitype Test whether Object is Multitype
is.multitype.ppm Test Whether A Point Process Model is Multitype
is.multitype.ppp Test Whether A Point Pattern is Multitype
is.owin Test Whether An Object Is A Window
is.ppm Test Whether An Object Is A Fitted Point Process Model
is.ppp Test Whether An Object Is A Point Pattern
is.subset.owin Determine Whether One Window is Contained In Another
istat Point and Click Interface for Exploratory Analysis of Point Pattern

-- J --

japanesepines Japanese Pines Point Pattern
Jcross Multitype J Function (i-to-j)
Jdot Multitype J Function (i-to-any)
Jest Estimate the J-function
Jfox Foxall's Distance Functions
Jmulti Marked J Function

-- K --

K3est K-function of a Three-Dimensional Point Pattern
kaplan.meier Kaplan-Meier Estimator using Histogram Data
Kcross Multitype K Function (Cross-type)
Kcross.inhom Inhomogeneous Cross K Function
Kdot Multitype K Function (i-to-any)
Kdot.inhom Inhomogeneous Multitype K Dot Function
Kest K-function
Kest.fft K-function using FFT
Kinhom Inhomogeneous K-function
km.rs Kaplan-Meier and Reduced Sample Estimator using Histograms
Kmeasure Reduced Second Moment Measure
Kmulti Marked K-Function
kppm Fit cluster point process model
kstest Kolmogorov-Smirnov Test for Point Process Model
kstest.ppm Kolmogorov-Smirnov Test for Point Process Model
kstest.ppp Kolmogorov-Smirnov Test for Point Process Model

-- L --

lansing Lansing Woods Point Pattern
latest.news Print News About Latest Version of Package
Lcross Multitype L-function (cross-type)
Lcross.inhom Inhomogeneous Cross Type L Function
Ldot Multitype L-function (i-to-any)
Ldot.inhom Inhomogeneous Multitype L Dot Function
lengths.psp Lengths of Line Segments
LennardJones The Lennard-Jones Potential
Lest L-function
letterR Window in Shape of Letter R
levelset Level Set of a Pixel Image
lgcp.estK Fit a Log-Gaussian Cox Point Process by Minimum Contrast
Linhom L-function
localK Neighbourhood density function
localL Neighbourhood density function
logLik.ppm Log Likelihood for Poisson Point Process Model
longleaf Longleaf Pines Point Pattern
lurking Lurking variable plot
lut Lookup Tables

-- M --

markconnect Mark Connection Function
markcorr Mark Correlation Function
markcorrint Mark Correlation Integral
markmean Spatial smoothing of observations at irregular points
marks Marks of a Point Pattern
marks.ppp Marks of a Point Pattern
marks.ppx Marks of a Point Pattern
marks<- Marks of a Point Pattern
marks<-.ppp Marks of a Point Pattern
marks<-.ppx Marks of a Point Pattern
markstat Summarise Marks in Every Neighbourhood in a Point Pattern
marktable Tabulate Marks in Neighbourhood of Every Point in a Point Pattern
markvar Spatial smoothing of observations at irregular points
markvario Mark Variogram
matchingdist Distance for a Point Pattern Matching
matclust.estK Fit the Matern Cluster Point Process by Minimum Contrast
mean.im Mean, Median and Range of Pixel Values in an Image
median.im Mean, Median and Range of Pixel Values in an Image
midpoints.psp Midpoints of Line Segment Pattern
mincontrast Method of Minimum Contrast
miplot Morishita Index Plot
model.images Compute Images of Constructed Covariates
model.matrix.ppm Extract Design Matrix from Point Process Model
multiplicity.ppp Count Multiplicity of Duplicate Points
MultiStrauss The Multitype Strauss Point Process Model
MultiStraussHard The Multitype/Hard Core Strauss Point Process Model
murchison Murchison gold deposits

-- N --

nbextras Point Patterns of New Brunswick Forest Fires
nbfires Point Patterns of New Brunswick Forest Fires
nbw.rect Point Patterns of New Brunswick Forest Fires
nearest.neighbour Nearest Neighbour Distance Function G
nearest.raster.point Find Pixel Nearest to a Given Point
nearestsegment Find Line Segment Nearest to Each Point
nnclean Nearest Neighbour Clutter Removal
nnclean.pp3 Nearest Neighbour Clutter Removal
nnclean.ppp Nearest Neighbour Clutter Removal
nncorr Nearest-Neighbour Correlation Indices of Marked Point Pattern
nncross Nearest Neighbours Between Two Patterns
nndist Nearest neighbour distances
nndist.default Nearest neighbour distances
nndist.pp3 Nearest neighbour distances in three dimensions
nndist.ppp Nearest neighbour distances
nndist.psp Nearest neighbour distances between line segments
nnmean Nearest-Neighbour Correlation Indices of Marked Point Pattern
nnvario Nearest-Neighbour Correlation Indices of Marked Point Pattern
nnwhich Nearest neighbour
nnwhich.default Nearest neighbour
nnwhich.pp3 Nearest neighbours in three dimensions
nnwhich.ppp Nearest neighbour
npoints Number of Points in a Point Pattern
npoints.pp3 Number of Points in a Point Pattern
npoints.ppp Number of Points in a Point Pattern
npoints.ppx Number of Points in a Point Pattern
nztrees New Zealand Trees Point Pattern

-- O --

opening Morphological Opening
opening.owin Morphological Opening
opening.ppp Morphological Opening
opening.psp Morphological Opening
Ord Generic Ord Interaction model
ord.family Ord Interaction Process Family
OrdThresh Ord's Interaction model
owin Create a Window
owin.object Class owin
owin2gpc Convert Polygonal Region into Different Format

-- P --

pairdist Pairwise distances
pairdist.default Pairwise distances
pairdist.pp3 Pairwise distances in Three Dimensions
pairdist.ppp Pairwise distances
pairdist.psp Pairwise distances between line segments
PairPiece The Piecewise Constant Pairwise Interaction Point Process Model
pairsat.family Saturated Pairwise Interaction Point Process Family
Pairwise Generic Pairwise Interaction model
pairwise.family Pairwise Interaction Process Family
pcf Pair Correlation Function
pcf.fasp Pair Correlation Function obtained from array of K functions
pcf.fv Pair Correlation Function obtained from K Function
pcf.ppp Pair Correlation Function of Point Pattern
pcfcross Multitype pair correlation function (cross-type)
pcfcross.inhom Inhomogeneous Multitype Pair Correlation Function (Cross-Type)
pcfdot Multitype pair correlation function (i-to-any)
pcfdot.inhom Inhomogeneous Multitype Pair Correlation Function (Type-i-To-Any-Type)
pcfinhom Inhomogeneous Pair Correlation Function
perimeter Perimeter Length of Window
periodify Make Periodic Copies of a Spatial Pattern
periodify.owin Make Periodic Copies of a Spatial Pattern
periodify.ppp Make Periodic Copies of a Spatial Pattern
periodify.psp Make Periodic Copies of a Spatial Pattern
persp.im Perspective Plot of Pixel Image
pixellate Convert Spatial Object to Pixel Image
pixellate.owin Convert Window to Pixel Image
pixellate.ppp Convert Point Pattern to Pixel Image
pixellate.psp Convert Line Segment Pattern to Pixel Image
pixelquad Quadrature Scheme Based on Pixel Grid
pknn Theoretical Distribution of Nearest Neighbour Distance
plot.bermantest Plot Result of Berman Test
plot.colourmap Plot a Colour Map
plot.diagppm Diagnostic Plots for Fitted Point Process Model
plot.fasp Plot a Function Array
plot.fv Plot Function Values
plot.hyperframe Plot Entries in a Hyperframe
plot.im Plot a Pixel Image
plot.infline Infinite Straight Lines
plot.kppm Plot a fitted cluster point process
plot.kstest Plot a Spatial Kolmogorov-Smirnov Test
plot.listof Plot a List of Things
plot.owin Plot a Spatial Window
plot.plotppm Plot a plotppm Object Created by plot.ppm
plot.pp3 Plot a three-dimensional point pattern
plot.ppm plot a Fitted Point Process Model
plot.ppp plot a Spatial Point Pattern
plot.ppx Methods for Multidimensional Space-Time Point Patterns
plot.psp plot a Spatial Line Segment Pattern
plot.quad plot a Spatial Quadrature Scheme
plot.splitppp Plot a List of Point Patterns
plot.tess Plot a tessellation
pointsOnLines Place Points Evenly Along Specified Lines
Poisson Poisson Point Process Model
ponderosa Ponderosa Pine Tree Point Pattern
ponderosa.extra Ponderosa Pine Tree Point Pattern
pp3 Three Dimensional Point Pattern
ppm Fit Point Process Model to Data
ppm.object Class of Fitted Point Process Models
ppp Create a Point Pattern
ppp.object Class of Point Patterns
pppdist Distance Between Two Point Patterns
pppmatching Create a Point Matching
pppmatching.object Class of Point Matchings
ppx Multidimensional Space-Time Point Pattern
predict.kppm Prediction from a Fitted Cluster Point Process Model
predict.ppm Prediction from a Fitted Point Process Model
print.box3 Methods for Three-Dimensional Box
print.im Print Brief Details of an Image
print.infline Infinite Straight Lines
print.owin Print Brief Details of a Spatial Window
print.pp3 Methods for three-dimensional point patterns
print.ppm Print a Fitted Point Process Model
print.ppp Print Brief Details of a Point Pattern Dataset
print.ppx Methods for Multidimensional Space-Time Point Patterns
print.psp Print Brief Details of a Line Segment Pattern Dataset
print.quad Print a Quadrature Scheme
print.summary.im Summarizing a Pixel Image
print.summary.pp3 Methods for three-dimensional point patterns
print.summary.ppm Summarizing a Fitted Point Process Model
print.summary.quad Summarizing a Quadrature Scheme
profilepl Profile Maximum Pseudolikelihood
progressreport Print Progress Reports
project2segment Move Point To Nearest Line
psp Create a Line Segment Pattern
psp.object Class of Line Segment Patterns

-- Q --

qknn Theoretical Distribution of Nearest Neighbour Distance
qqplot.ppm Q-Q Plot of Residuals from Fitted Point Process Model
quad.object Class of Quadrature Schemes
quad.ppm Extract Quadrature Scheme Used to Fit a Point Process Model
quadrat.test Chi-Squared Dispersion Test for Spatial Point Pattern Based on Quadrat Counts
quadrat.test.ppm Chi-Squared Dispersion Test for Spatial Point Pattern Based on Quadrat Counts
quadrat.test.ppp Chi-Squared Dispersion Test for Spatial Point Pattern Based on Quadrat Counts
quadrat.test.splitppp Chi-Squared Test of CSR for Split Point Pattern
quadratcount Quadrat counting for a point pattern
quadratcount.ppp Quadrat counting for a point pattern
quadratcount.splitppp Quadrat counting for a point pattern
quadratresample Resample a Point Pattern by Resampling Quadrats
quadrats Divide Region into Quadrats
quadscheme Generate a Quadrature Scheme from a Point Pattern
quantile.im Sample Quantiles of Pixel Image

-- R --

range.im Mean, Median and Range of Pixel Values in an Image
raster.x Cartesian Coordinates for a Pixel Raster
raster.y Cartesian Coordinates for a Pixel Raster
rcell Simulate Baddeley-Silverman Cell Process
reach Interaction Distance of a Point Process
reach.interact Interaction Distance of a Point Process
reach.ppm Interaction Distance of a Point Process
reach.rmhmodel Interaction Distance of a Point Process
reduced.sample Reduced Sample Estimator using Histogram Data
redwood California Redwoods Point Pattern (Ripley's Subset)
redwoodfull California Redwoods Point Pattern (Entire Dataset)
redwoodfull.extra California Redwoods Point Pattern (Entire Dataset)
rescale Convert dataset to another unit of length
rescale.im Convert Pixel Image to Another Unit of Length
rescale.owin Convert Window to Another Unit of Length
rescale.ppp Convert Point Pattern to Another Unit of Length
rescale.psp Convert Line Segment Pattern to Another Unit of Length
rescue.rectangle Convert Window Back To Rectangle
reset.spatstat.options Internal Options in Spatstat Package
residuals.ppm Residuals for Fitted Point Process Model
residualspaper Data and Code From JRSS Discussion Paper on Residuals
rGaussPoisson Simulate Gauss-Poisson Process
ripras Estimate window from points alone
rjitter Random Perturbation of a Point Pattern
rknn Theoretical Distribution of Nearest Neighbour Distance
rlabel Random Re-Labelling of Point Pattern
rlinegrid Generate grid of parallel lines with random displacement
rMatClust Simulate Matern Cluster Process
rMaternI Simulate Matern Model I
rMaternII Simulate Matern Model II
rmh Simulate point patterns using the Metropolis-Hastings algorithm.
rmh.default Simulate Point Process Models using the Metropolis-Hastings Algorithm.
rmh.ppm Simulate from a Fitted Point Process Model
rmhcontrol Set Control Parameters for Metropolis-Hastings Algorithm.
rmhcontrol.default Set Control Parameters for Metropolis-Hastings Algorithm.
rmhmodel Define Point Process Model for Metropolis-Hastings Simulation.
rmhmodel.default Build Point Process Model for Metropolis-Hastings Simulation.
rmhmodel.list Define Point Process Model for Metropolis-Hastings Simulation.
rmhmodel.ppm Interpret Fitted Model for Metropolis-Hastings Simulation.
rmhstart Determine Initial State for Metropolis-Hastings Simulation.
rmhstart.default Determine Initial State for Metropolis-Hastings Simulation.
rMosaicField Mosaic Random Field
rMosaicSet Mosaic Random Set
rmpoint Generate N Random Multitype Points
rmpoispp Generate Multitype Poisson Point Pattern
rNeymanScott Simulate Neyman-Scott Process
rotate Rotate
rotate.owin Rotate a Window
rotate.ppp Rotate a Point Pattern
rotate.psp Rotate a Line Segment Pattern
rpoint Generate N Random Points
rpoisline Generate Poisson Random Line Process
rpoislinetess Poisson Line Tessellation
rpoispp Generate Poisson Point Pattern
rpoispp3 Generate Poisson Point Pattern in Three Dimensions
rpoisppOnLines Generate Poisson Point Pattern on Line Segments
rshift Random Shift
rshift.ppp Randomly Shift a Point Pattern
rshift.psp Randomly Shift a Line Segment Pattern
rshift.splitppp Randomly Shift a List of Point Patterns
rSSI Simulate Simple Sequential Inhibition
rstrat Simulate Stratified Random Point Pattern
rStrauss Perfect Simulation of the Strauss Process
rsyst Simulate systematic random point pattern
rthin Random Thinning
rThomas Simulate Thomas Process
runifdisc Generate N Uniform Random Points in a Disc
runifpoint Generate N Uniform Random Points
runifpoint3 Generate N Uniform Random Points in Three Dimensions
runifpointOnLines Generate N Uniform Random Points On Line Segments

-- S --

SatPiece Piecewise Constant Saturated Pairwise Interaction Point Process Model
Saturated Saturated Pairwise Interaction model
scanpp Read Point Pattern From Data File
selfcrossing.psp Crossing Points in a Line Segment Pattern
setcov Set Covariance of a Window
setmarks Marks of a Point Pattern
setminus.owin Intersection, Union or Set Subtraction of Two Windows
shapley Galaxies in the Shapley Supercluster
shapley.extra Galaxies in the Shapley Supercluster
shift Apply Vector Translation
shift.im Apply Vector Translation To Pixel Image
shift.owin Apply Vector Translation To Window
shift.ppp Apply Vector Translation To Point Pattern
shift.psp Apply Vector Translation To Line Segment Pattern
shortside.box3 Geometrical Calculations for Three-Dimensional Box
simdat Simulated Point Pattern
simplify.owin Approximate a Polygon by a Simpler Polygon
simulate.kppm Simulate a Fitted Cluster Point Process Model
simulate.ppm Simulate a Fitted Gibbs Point Process Model
smooth.ppp Spatial smoothing of observations at irregular points
Softcore The Soft Core Point Process Model
solutionset Evaluate Logical Expression Involving Pixel Images and Return Region Where Expression is True
spatstat The Spatstat Package
spatstat.options Internal Options in Spatstat Package
split.im Divide Image Into Sub-images
split.ppp Divide Point Pattern into Sub-patterns
split<-.ppp Divide Point Pattern into Sub-patterns
spokes Spokes pattern of dummy points
spruces Spruces Point Pattern
square Square Window
stieltjes Compute Integral of Function Against Cumulative Distribution
Strauss The Strauss Point Process Model
StraussHard The Strauss / Hard Core Point Process Model
suffstat Sufficient Statistic of Point Process Model
summary.im Summarizing a Pixel Image
summary.listof Summary of a List of Things
summary.owin Summary of a Spatial Window
summary.pp3 Methods for three-dimensional point patterns
summary.ppm Summarizing a Fitted Point Process Model
summary.ppp Summary of a Point Pattern Dataset
summary.psp Summary of a Line Segment Pattern Dataset
summary.quad Summarizing a Quadrature Scheme
summary.splitppp Summary of a Split Point Pattern
superimpose Superimpose Several Point Patterns
superimposePSP Superimpose Several Line Segment Patterns
swedishpines Swedish Pines Point Pattern

-- T --

tess Create a Tessellation
thomas.estK Fit the Thomas Point Process by Minimum Contrast
tiles Extract List of Tiles in a Tessellation
trim.rectangle Cut margins from rectangle

-- U --

union.owin Intersection, Union or Set Subtraction of Two Windows
union.quad Union of Data and Dummy Points
unique.ppp Extract Unique Points from a Spatial Point Pattern
unit.square Square Window
unitname Name for Unit of Length
unitname.box3 Methods for Three-Dimensional Box
unitname.im Name for Unit of Length
unitname.owin Name for Unit of Length
unitname.pp3 Methods for three-dimensional point patterns
unitname.ppp Name for Unit of Length
unitname.psp Name for Unit of Length
unitname<- Name for Unit of Length
unitname<-.box3 Methods for Three-Dimensional Box
unitname<-.im Name for Unit of Length
unitname<-.owin Name for Unit of Length
unitname<-.pp3 Methods for three-dimensional point patterns
unitname<-.ppp Name for Unit of Length
unitname<-.psp Name for Unit of Length
unmark Remove Marks
unmark.ppp Remove Marks
unmark.psp Remove Marks
unmark.splitppp Remove Marks
update.kppm Update a Fitted Cluster Point Process Model
update.ppm Update a Fitted Point Process Model
urkiola Urkiola Woods Point Pattern

-- V --

vcov.ppm Variance-Covariance Matrix for a Fitted Point Process Model
vertices Vertices of a Window
Vmark Diagnostics for random marking
volume.box3 Geometrical Calculations for Three-Dimensional Box

-- W --

whist Weighted Histogram
with.fv Evaluate an Expression in a Function Table
with.hyperframe Evaluate an Expression in Each Row of a Hyperframe

-- misc --

[.fasp Extract Subset of Function Array
[.fv Extract Subset of Function Values
[.im Extract Subset of Image
[.ppp Extract or Replace Subset of Point Pattern
[.psp Extract Subset of Line Segment Pattern
[.quad Subset of Quadrature Scheme
[.splitppp Extract or Replace Sub-Patterns
[.tess Extract or Replace Subset of Tessellation
[<-.im Reset Values in Subset of Image
[<-.listof Extract or Replace Subset of a List of Things
[<-.ppp Extract or Replace Subset of Point Pattern
[<-.quad Subset of Quadrature Scheme
[<-.splitppp Extract or Replace Sub-Patterns
[<-.tess Extract or Replace Subset of Tessellation