spatstat v1.21-2


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by Adrian Baddeley

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

A package for analysing spatial data, mainly Spatial Point Patterns, including multitype/marked points and spatial covariates, in any two-dimensional spatial region. Also supports three-dimensional point patterns, and space-time point patterns in any number of dimensions. Contains over 1000 functions for plotting spatial data, exploratory data analysis, model-fitting, simulation, spatial sampling, model diagnostics, and formal inference. Data types include point patterns, line segment patterns, spatial windows, pixel images and tessellations. Exploratory methods include K-functions, nearest neighbour distance and empty space statistics, Fry plots, pair correlation function, kernel smoothed intensity, relative risk estimation with cross-validated bandwidth selection, mark correlation functions, segregation indices, mark dependence diagnostics etc. Point process models can be fitted to point pattern data using functions ppm, kppm, slrm similar to glm. Models may include dependence on covariates, interpoint interaction, cluster formation and dependence on marks. Fitted models can be simulated automatically. Also provides facilities for formal inference (such as chi-squared tests) and model diagnostics (including simulation envelopes, residuals, residual plots and Q-Q plots).

Functions in spatstat

Name Description
Strauss The Strauss Point Process Model
localK Neighbourhood density function
gridweights Compute Quadrature Weights Based on Grid Counts
distmap.owin Distance Map of Window
Ord Generic Ord Interaction model
kstest.ppm Kolmogorov-Smirnov Test for Point Process Model
lurking Lurking variable plot
mincontrast Method of Minimum Contrast
is.subset.owin Determine Whether One Window is Contained In Another
crossdist.default Pairwise distances between two different sets of points
affine.psp Apply Affine Transformation To Line Segment Pattern
as.box3 Convert Data to Three-Dimensional Box
chop.tess Subdivide a Window or Tessellation using a Set of Lines
bronzefilter Bronze gradient filter data
nndist.ppx Nearest Neighbour Distances in Any Dimensions
matclust.estpcf Fit the Matern Cluster Point Process by Minimum Contrast Using Pair Correlation
crossdist Pairwise distances
progressreport Print Progress Reports
plot.listof Plot a List of Things Convert Pixel Image to Another Unit of Length Coerce Line Segment Pattern to a Data Frame
alltypes Calculate Summary Statistic for All Types in a Multitype Point Pattern
angles.psp Orientation Angles of Line Segments
areaGain Difference of Disc Areas
ants Harkness-Isham ants' nests data
crossdist.ppx Pairwise Distances Between Two Different Multi-Dimensional Point Patterns
OrdThresh Ord's Interaction model
MultiStraussHard The Multitype/Hard Core Strauss Point Process Model
im Create a Pixel Image Object
demopat Artificial Data Point Pattern
pcfcross.inhom Inhomogeneous Multitype Pair Correlation Function (Cross-Type)
quad.ppm Extract Quadrature Scheme Used to Fit a Point Process Model
rescale Convert dataset to another unit of length
bind.fv Combine Function Value Tables
dirichlet Dirichlet Tessellation of Point Pattern
Poisson Poisson Point Process Model
rMosaicSet Mosaic Random Set
quadratcount Quadrat counting for a point pattern
anemones Beadlet Anemones Data
coef.slrm Coefficients of Fitted Spatial Logistic Regression Model
corners Corners of a rectangle
compatible.fv Test Whether Two Function Objects Are Compatible
bw.relrisk Cross Validated Bandwidth Selection for Relative Risk Estimation
MultiStrauss The Multitype Strauss Point Process Model
density.ppp Kernel Smoothed Intensity of Point Pattern
fryplot Fry Plot of Point Pattern
PairPiece The Piecewise Constant Pairwise Interaction Point Process Model Interpolate a Pixel Image
border Border Region of a Window
bdist.pixels Distance to Boundary of Window
by.ppp Apply a Function to a Point Pattern Broken Down by Factor
LennardJones The Lennard-Jones Potential
clickppp Interactively Add Points
collapse.fv Collapse Several Function Tables into One
compatible.fasp Test Whether Two Function Arrays Are Compatible
MultiHard The Multitype Hard Core Point Process Model
bdist.tiles Distance to Boundary of Window
data.ppm Extract Original Data from a Fitted Point Process Model Apply Function to Image Broken Down by Factor
harmonic Basis for Harmonic Functions
SatPiece Piecewise Constant Saturated Pairwise Interaction Point Process Model
clickpoly Interactively Define a Polygon
is.multitype.ppm Test Whether A Point Process Model is Multitype
iplot Point and Click Interface for Displaying a Point Pattern
letterR Window in Shape of Letter R
diameter.owin Diameter of a Window
identify.ppp Identify Points in a Point Pattern
vertices Vertices of a Window
matchingdist Distance for a Point Pattern Matching
is.marked Test Whether Marks Are Present
centroid.owin Centroid of a window
nnwhich.ppx Nearest Neighbours in Any Dimensions
kppm Fit cluster point process model
owin Create a Window
cbind.hyperframe Combine Hyperframes by Rows or by Columns
bdist.points Distance to Boundary of Window
hyperframe Hyper Data Frame
nncross Nearest Neighbours Between Two Patterns
pixelquad Quadrature Scheme Based on Pixel Grid
bw.stoyan Stoyan's Rule of Thumb for Bandwidth Selection Contour plot of pixel image
affine.ppp Apply Affine Transformation To Point Pattern
default.dummy Generate a Default Pattern of Dummy Points
Softcore The Soft Core Point Process Model Convert Pixel Image to Data Frame
diagnose.ppm Diagnostic Plots for Fitted Point Process Model
identify.psp Identify Segments in a Line Segment Pattern
distmap Distance Map Reset Values in Subset of Image
convexhull Convex Hull
perimeter Perimeter Length of Window
StraussHard The Strauss / Hard Core Point Process Model
print.psp Print Brief Details of a Line Segment Pattern Dataset
effectfun Compute Fitted Effect of a Spatial Covariate in a Point Process Model
allstats Calculate four standard summary functions of a point pattern.
colourtools Convert and Compare Colours in Different Formats
nnwhich.pp3 Nearest neighbours in three dimensions Convert Pixel Image to Matrix or Array
pairdist.psp Pairwise distances between line segments
whist Weighted Histogram
cells Biological Cells Point Pattern
coords Extract or Change Coordinates of a Spatial or Spatiotemporal Point Pattern
murchison Murchison gold deposits
as.mask.psp Convert Line Segment Pattern to Binary Pixel Mask
inside.owin Test Whether Points Are Inside A Window
nncorr Nearest-Neighbour Correlation Indices of Marked Point Pattern
dirichlet.weights Compute Quadrature Weights Based on Dirichlet Tessellation
plot.tess Plot a tessellation
periodify Make Periodic Copies of a Spatial Pattern
lgcp.estpcf Fit a Log-Gaussian Cox Point Process by Minimum Contrast
pcf.fv Pair Correlation Function obtained from K Function
plot.slrm Plot a Fitted Spatial Logistic Regression Convex Hull of Points
bermantest Berman's Tests for Point Process Model
diameter.boxx Geometrical Calculations for Multi-Dimensional Box
complement.owin Take Complement of a Window
crossdist.ppp Pairwise distances between two different point patterns
fv Create a Function Value Table Kaplan-Meier and Reduced Sample Estimator using Histograms
markstat Summarise Marks in Every Neighbourhood in a Point Pattern
marktable Tabulate Marks in Neighbourhood of Every Point in a Point Pattern
pcf Pair Correlation Function
logLik.slrm Loglikelihood of Spatial Logistic Regression
amacrine Hughes' Amacrine Cell Data Test Whether An Object Is A Pixel Image
quadscheme Generate a Quadrature Scheme from a Point Pattern
plot.colourmap Plot a Colour Map
distfun Distance Map as a Function
japanesepines Japanese Pines Point Pattern Convert Pixel Image from Numeric to Factor
pairdist Pairwise distances
diameter.box3 Geometrical Calculations for Three-Dimensional Box
nbfires Point Patterns of New Brunswick Forest Fires
connected Connected components of an image or window
lgcp.estK Fit a Log-Gaussian Cox Point Process by Minimum Contrast Scatterplot Matrix for Pixel Images
osteo Osteocyte Lacunae Data: Replicated Three-Dimensional Point Patterns
as.mask Pixel Image Approximation of a Window Coerce Hyperframe to Data Frame
is.ppp Test Whether An Object Is A Point Pattern
density.splitppp Kernel Smoothed Intensity of Split Point Pattern
closing Morphological Closing
pixellate.owin Convert Window to Pixel Image
psp Create a Line Segment Pattern
Linhom L-function
envelope.pp3 Simulation Envelopes of Summary Function for 3D Point Pattern
raster.x Cartesian Coordinates for a Pixel Raster Ord Interaction Process Family
lansing Lansing Woods Point Pattern
applynbd Apply Function to Every Neighbourhood in a Point Pattern
gridcentres Rectangular grid of points
Pairwise Generic Pairwise Interaction model
anova.slrm Analysis of Deviance for Spatial Logistic Regression Models
affine.owin Apply Affine Transformation To Window
kaplan.meier Kaplan-Meier Estimator using Histogram Data
convexhull.xy Convex Hull of Points
areaLoss Difference of Disc Areas
rotate Rotate
rmhcontrol Set Control Parameters for Metropolis-Hastings Algorithm.
anova.ppm ANOVA for Fitted Point Process Models
reduced.sample Reduced Sample Estimator using Histogram Data
methods.box3 Methods for Three-Dimensional Box
as.rectangle Window Frame
pp3 Three Dimensional Point Pattern
multiplicity.ppp Count Multiplicity of Duplicate Points
delaunay Delaunay Triangulation of Point Pattern
residualspaper Data and Code From JRSS Discussion Paper on Residuals
rmhmodel Define Point Process Model for Metropolis-Hastings Simulation.
default.expand Compute Expansion Window for Simulation Convert to Pixel Image
as.tess Convert Data To Tessellation
eroded.areas Areas of Morphological Erosions
Saturated Saturated Pairwise Interaction model
density.psp Kernel Smoothing of Line Segment Pattern
infline Infinite Straight Lines
cut.ppp Classify Points in a Point Pattern
nztrees New Zealand Trees Point Pattern
nnclean Nearest Neighbour Clutter Removal
gpc2owin Convert Polygonal Region into Different Format
pixellate.psp Convert Line Segment Pattern to Pixel Image
print.ppm Print a Fitted Point Process Model
finpines Pine saplings in Finland.
plot.ppm plot a Fitted Point Process Model Bounding Box of a Window or Point Pattern
ppp Create a Point Pattern
eval.fv Evaluate Expression Involving Functions
distmap.ppp Distance Map of Point Pattern
dilated.areas Areas of Morphological Dilations
as.owin Convert Data To Class owin
model.matrix.ppm Extract Design Matrix from Point Process Model
adaptive.density Intensity Estimate of Point Pattern Using Tessellation
chorley Chorley-Ribble Cancer Data
concatxy Concatenate x,y Coordinate Vectors
methods.pp3 Methods for three-dimensional point patterns
rjitter Random Perturbation of a Point Pattern
rshift.splitppp Randomly Shift a List of Point Patterns
levelset Level Set of a Pixel Image Saturated Pairwise Interaction Point Process Family
erosion Morphological Erosion
crossdist.psp Pairwise distances between two different line segment patterns Perspective Plot of Pixel Image
as.hyperframe.ppx Extract coordinates and marks of multidimensional point pattern
intersect.owin Intersection, Union or Set Subtraction of Two Windows
rmhmodel.ppm Interpret Fitted Model for Metropolis-Hastings Simulation.
profilepl Profile Maximum Pseudolikelihood
ganglia Beta Ganglion Cells in Cat Retina, Old Version
is.marked.ppp Test Whether A Point Pattern is Marked
rStrauss Perfect Simulation of the Strauss Process
fitted.ppm Fitted Conditional Intensity for Point Process Model
rpoisline Generate Poisson Random Line Process
print.owin Print Brief Details of a Spatial Window Print News About Latest Version of Package
eem Exponential Energy Marks
crossdist.pp3 Pairwise distances between two different three-dimensional point patterns
is.empty Test Whether An Object Is Empty
pairdist.ppp Pairwise distances
is.multitype.ppp Test Whether A Point Pattern is Multitype
rpoispp3 Generate Poisson Point Pattern in Three Dimensions
is.convex Test Whether a Window is Convex
nnwhich Nearest neighbour
disc Circular Window Integral of a Pixel Image
im.object Class of Images
lengths.psp Lengths of Line Segments
runifpoint Generate N Uniform Random Points
swedishpines Swedish Pines Point Pattern
markcorrint Mark Correlation Integral
model.frame.ppm Extract the Environment of a Point Process Model
superimpose Superimpose Several Point Patterns
methods.ppx Methods for Multidimensional Space-Time Point Patterns
fitin.ppm Extract the Interaction from a Fitted Point Process Model
as.ppp Convert Data To Class ppp
Lest L-function
rmpoint Generate N Random Multitype Points
markconnect Mark Connection Function
ponderosa Ponderosa Pine Tree Point Pattern
shift.owin Apply Vector Translation To Window
plot.hyperframe Plot Entries in a Hyperframe Print Brief Details of an Image
quad.object Class of Quadrature Schemes
rMatClust Simulate Matern Cluster Process
spatstat-deprecated Deprecated spatstat functions
pcfcross Multitype pair correlation function (cross-type)
runifpointx Generate N Uniform Random Points in Any Dimensions Test Whether Two Pixel Images Are Compatible
rpoisppOnLines Generate Poisson Point Pattern on Line Segments
deltametric Delta Metric Infinite Order Interaction Family
predict.slrm Predicted or Fitted Values from Spatial Logistic Regression
reach Interaction Distance of a Point Process
crossing.psp Crossing Points of Two Line Segment Patterns
intersect.tess Intersection of Two Tessellations Plot a Pixel Image
marks Marks of a Point Pattern
rthin Random Thinning
quadrat.test Chi-Squared Dispersion Test for Spatial Point Pattern Based on Quadrat Counts
distmap.psp Distance Map of Line Segment Pattern
Gest Nearest Neighbour Distance Function G
print.ppp Print Brief Details of a Point Pattern Dataset
Extract.quad Subset of Quadrature Scheme
duplicated.ppp Determine Duplicated Points in a Spatial Point Pattern
Kinhom Inhomogeneous K-function
discpartarea Area of Part of Disc
plot.bermantest Plot Result of Berman Test
dilation Morphological Dilation
is.multitype Test whether Object is Multitype
logLik.ppm Log Likelihood for Poisson Point Process Model
shift Apply Vector Translation
methods.distfun Methods for Distance Functions
incircle Find Largest Circle Inside Window
plot.fasp Plot a Function Array
fitted.slrm Fitted Probabilities for Spatial Logistic Regression
localpcf Local pair correlation function Evaluate Expression Involving Pixel Images
rlinegrid Generate grid of parallel lines with random displacement
nearest.raster.point Find Pixel Nearest to a Given Point
default.rmhcontrol Set Default Control Parameters for Metropolis-Hastings Algorithm.
endpoints.psp Endpoints of Line Segment Pattern
summary.psp Summary of a Line Segment Pattern Dataset
lut Lookup Tables
runifpoint3 Generate N Uniform Random Points in Three Dimensions
clarkevans Clark and Evans Aggregation Index
plot.kppm Plot a fitted cluster point process
rpoisppx Generate Poisson Point Pattern in Any Dimensions
nndist.pp3 Nearest neighbour distances in three dimensions
is.owin Test Whether An Object Is A Window
nndist Nearest neighbour distances Coerce Point Pattern to a Data Frame
rThomas Simulate Thomas Process
betacells Beta Ganglion Cells in Cat Retina
plot.fv Plot Function Values
model.images Compute Images of Constructed Covariates
rescale.owin Convert Window to Another Unit of Length Pairwise Interaction Process Family
print.quad Print a Quadrature Scheme Histogram of Pixel Values in an Image
pcf.fasp Pair Correlation Function obtained from array of K functions
nearestsegment Find Line Segment Nearest to Each Point
pcf3est Pair Correlation Function of a Three-Dimensional Point Pattern
psp.object Class of Line Segment Patterns
slrm Spatial Logistic Regression
nndist.psp Nearest neighbour distances between line segments
matclust.estK Fit the Matern Cluster Point Process by Minimum Contrast
dummy.ppm Extract Dummy Points Used to Fit a Point Process Model
pairdist.default Pairwise distances
pcf.ppp Pair Correlation Function of Point Pattern
istat Point and Click Interface for Exploratory Analysis of Point Pattern
rNeymanScott Simulate Neyman-Scott Process
opening Morphological Opening
rlabel Random Re-Labelling of Point Pattern
methods.boxx Methods for Multi-Dimensional Box
coef.ppm Coefficients of Fitted Point Process Model
diameter Diameter of an Object
ppp.object Class of Point Patterns
pairdist.ppx Pairwise Distances in Any Dimensions
pcfinhom Inhomogeneous Pair Correlation Function
suffstat Sufficient Statistic of Point Process Model
rMaternI Simulate Matern Model I
as.hyperframe Convert Data to Hyperframe
pointsOnLines Place Points Evenly Along Specified Lines
colourmap Colour Lookup Tables
smooth.fv Apply Smoothing to Function Values
plot.splitppp Plot a List of Point Patterns
split.ppp Divide Point Pattern into Sub-patterns
ppx Multidimensional Space-Time Point Pattern
simdat Simulated Point Pattern
midpoints.psp Midpoints of Line Segment Pattern
rmh.ppm Simulate from a Fitted Point Process Model
simulate.ppm Simulate a Fitted Gibbs Point Process Model
rmpoispp Generate Multitype Poisson Point Pattern
ppm.object Class of Fitted Point Process Models
pppmatching Create a Point Matching
pixellate.ppp Convert Point Pattern to Pixel Image
plot.kstest Plot a Spatial Kolmogorov-Smirnov Test
predict.ppm Prediction from a Fitted Point Process Model
residuals.ppm Residuals for Fitted Point Process Model
shift.psp Apply Vector Translation To Line Segment Pattern
rpoislinetess Poisson Line Tessellation
rsyst Simulate systematic random point pattern
rknn Theoretical Distribution of Nearest Neighbour Distance
update.ppm Update a Fitted Point Process Model
pixellate Convert Spatial Object to Pixel Image
simplify.owin Approximate a Polygon by a Simpler Polygon
rMaternII Simulate Matern Model II
pppdist Distance Between Two Point Patterns
pcfdot Multitype pair correlation function (i-to-any)
rshift.ppp Randomly Shift a Point Pattern
rescale.psp Convert Line Segment Pattern to Another Unit of Length
rotate.owin Rotate a Window
miplot Morishita Index Plot
qqplot.ppm Q-Q Plot of Residuals from Fitted Point Process Model
humberside Humberside Data on Childhood Leukaemia and Lymphoma
ripras Estimate window from points alone
superimposePSP Superimpose Several Line Segment Patterns Sample Quantiles of Pixel Image Identify Pixelwise Maximum of Several Pixel Images
square Square Window
eval.fasp Evaluate Expression Involving Function Arrays
rMosaicField Mosaic Random Field
rshift.psp Randomly Shift a Line Segment Pattern
ppm Fit Point Process Model to Data
spatstat.options Internal Options in Spatstat Package
Kest.fft K-function using FFT
is.ppm Test Whether An Object Is A Fitted Point Process Model
sharpen Data Sharpening of Point Pattern
rhohat Smoothing Estimate of Covariate Transformation
runifdisc Generate N Uniform Random Points in a Disc
varblock Estimate Variance of Summary Statistic by Subdivision
rcell Simulate Baddeley-Silverman Cell Process
tiles Extract List of Tiles in a Tessellation
summary.quad Summarizing a Quadrature Scheme
project2segment Move Point To Nearest Line
pairdist.pp3 Pairwise distances in Three Dimensions
pppmatching.object Class of Point Matchings
quadrat.test.splitppp Chi-Squared Test of CSR for Split Point Pattern
summary.splitppp Summary of a Split Point Pattern
rescale.ppp Convert Point Pattern to Another Unit of Length
heather Diggle's Heather Data Maximum, Minimum, Mean, Median, Range or Sum of Pixel Values in an Image
fv.object Data Frames of Function Values
rmhmodel.default Build Point Process Model for Metropolis-Hastings Simulation.
summary.listof Summary of a List of Things
stieltjes Compute Integral of Function Against Cumulative Distribution
simulate.kppm Simulate a Fitted Cluster Point Process Model
rmh Simulate point patterns using the Metropolis-Hastings algorithm.
rSSI Simulate Simple Sequential Inhibition
setcov Set Covariance of a Window
rmh.default Simulate Point Process Models using the Metropolis-Hastings Algorithm.
pcfdot.inhom Inhomogeneous Multitype Pair Correlation Function (Type-i-To-Any-Type)
scanpp Read Point Pattern From Data File
solutionset Evaluate Logical Expression Involving Pixel Images and Return Region Where Expression is True
rstrat Simulate Stratified Random Point Pattern
rshift Random Shift Extract Subset of Image
volume Volume of an Object
shift.ppp Apply Vector Translation To Point Pattern
unique.ppp Extract Unique Points from a Spatial Point Pattern
Gdot Multitype Nearest Neighbour Distance Function (i-to-any)
quadrats Divide Region into Quadrats
redwoodfull California Redwoods Point Pattern (Entire Dataset)
smooth.ppp Spatial smoothing of observations at irregular points
Gfox Foxall's Distance Functions
rpoint Generate N Random Points
redwood California Redwoods Point Pattern (Ripley's Subset)
tess Create a Tessellation
Kcross Multitype K Function (Cross-type)
with.hyperframe Evaluate an Expression in Each Row of a Hyperframe
Jcross Multitype J Function (i-to-j)
update.kppm Update a Fitted Cluster Point Process Model
Lcross.inhom Inhomogeneous Cross Type L Function
urkiola Urkiola Woods Point Pattern
rpoispp Generate Poisson Point Pattern
vcov.ppm Variance-Covariance Matrix for a Fitted Point Process Model
thomas.estK Fit the Thomas Point Process by Minimum Contrast
BadGey Hybrid Geyer Point Process Model
with.fv Evaluate an Expression in a Function Table
Kmeasure Reduced Second Moment Measure
union.quad Union of Data and Dummy Points
Kmulti Marked K-Function
summary.ppm Summarizing a Fitted Point Process Model
Geyer Geyer's Saturation Point Process Model
shapley Galaxies in the Shapley Supercluster Divide Image Into Sub-images Apply Vector Translation To Pixel Image
Kest K-function
owin.object Class owin Summarizing a Pixel Image
trim.rectangle Cut margins from rectangle
summary.owin Summary of a Spatial Window
unmark Remove Marks
selfcrossing.psp Crossing Points in a Line Segment Pattern
Fest Estimate the empty space function F
Extract.psp Extract Subset of Line Segment Pattern
Extract.splitppp Extract or Replace Sub-Patterns
quadratresample Resample a Point Pattern by Resampling Quadrats
Ldot Multitype L-function (i-to-any)
boxx Multi-Dimensional Box
plot.envelope Plot a Simulation Envelope
summary.ppp Summary of a Point Pattern Dataset
rotate.ppp Rotate a Point Pattern
Fiksel The Fiksel Interaction
Kcross.inhom Inhomogeneous Cross K Function
unitname Name for Unit of Length
Hardcore The Hard Core Point Process Model
Lcross Multitype L-function (cross-type)
Ldot.inhom Inhomogeneous Multitype L Dot Function
AreaInter The Area Interaction Point Process Model
Jmulti Marked J Function
G3est Nearest Neighbour Distance Distribution Function of a Three-Dimensional Point Pattern
Extract.fasp Extract Subset of Function Array
Extract.fv Extract Subset of Function Values
DiggleGatesStibbard Diggle-Gates-Stibbard Point Process Model
Gmulti Marked Nearest Neighbour Distance Function
Kdot.inhom Inhomogeneous Multitype K Dot Function
K3est K-function of a Three-Dimensional Point Pattern
Iest Estimate the I-function
Jest Estimate the J-function
Hest Spherical Contact Distribution Function
Gcross Multitype Nearest Neighbour Distance Function (i-to-j)
DiggleGratton Diggle-Gratton model
Kscaled Locally Scaled K-function
F3est Empty Space Function of a Three-Dimensional Point Pattern
append.psp Combine Two Line Segment Patterns
area.owin Area of a Window
as.polygonal Convert a Window to a Polygonal Window
box3 Three-Dimensional Box
bramblecanes Hutchings' Bramble Canes data
Extract.ppp Extract or Replace Subset of Point Pattern
Emark Diagnostics for random marking
as.psp Convert Data To Class psp
affine Apply Affine Transformation
copper Berman-Huntington points and lines data
blur Apply Gaussian Blur to a Pixel Image
bei Tropical rain forest trees
discretise Safely Convert Point Pattern Window to Binary Mask
fasp.object Function Arrays for Spatial Patterns
envelope Simulation Envelopes of Summary Function
is.marked.ppm Test Whether A Point Process Model is Marked
ewcdf Weighted Empirical Cumulative Distribution Function
longleaf Longleaf Pines Point Pattern
markcorr Mark Correlation Function
spatstat-internal Internal spatstat functions
hamster Aherne's hamster tumour data
npoints Number of Points in a Point Pattern
expand.owin Expand Window By Factor
plot.pp3 Plot a three-dimensional point pattern
plot.ppp plot a Spatial Point Pattern
predict.kppm Prediction from a Fitted Cluster Point Process Model
plot.quad plot a Spatial Quadrature Scheme
plot.psp plot a Spatial Line Segment Pattern
plot.plotppm Plot a plotppm Object Created by plot.ppm
plot.owin Plot a Spatial Window
clip.infline Intersect Infinite Straight Lines with a Window
rmhmodel.list Define Point Process Model for Metropolis-Hastings Simulation.
markvario Mark Variogram
relrisk Nonparametric Estimate of Spatially-Varying Relative Risk
runifpointOnLines Generate N Uniform Random Points On Line Segments
thomas.estpcf Fit the Thomas Point Process by Minimum Contrast
spatstat-package The Spatstat Package
rmhstart Determine Initial State for Metropolis-Hastings Simulation.
spokes Spokes pattern of dummy points
rotate.psp Rotate a Line Segment Pattern
spruces Spruces Point Pattern
rGaussPoisson Simulate Gauss-Poisson Process
rescue.rectangle Convert Window Back To Rectangle
Jdot Multitype J Function (i-to-any)
Extract.tess Extract or Replace Subset of Tessellation
Extract.listof Extract or Replace Subset of a List of Things
Kdot Multitype K Function (i-to-any)
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Last month downloads


Date 2010-11-28
License GPL (>= 2)
Packaged 2010-11-28 08:27:15 UTC; adrian
Repository CRAN
Date/Publication 2010-11-29 08:24:08

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