spatstat: Spatial Point Pattern Analysis, Model-Fitting, Simulation, Tests

Comprehensive open-source toolbox for analysing Spatial Point Patterns. Focused mainly on two-dimensional point patterns, including multitype/marked points, in any spatial region. Also supports three-dimensional point patterns, space-time point patterns in any number of dimensions, point patterns on a linear network, and patterns of other geometrical objects. Supports spatial covariate data such as pixel images. Contains over 2000 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, tessellations, and linear networks. Exploratory methods include quadrat counts, K-functions and their simulation envelopes, 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, and kernel estimates of covariate effects. Formal hypothesis tests of random pattern (chi-squared, Kolmogorov-Smirnov, Diggle-Cressie-Loosmore-Ford, Dao-Genton) and tests for covariate effects (Cox-Berman-Waller-Lawson, Kolmogorov-Smirnov) are also supported. Parametric models can be fitted to point pattern data using the functions ppm(), kppm(), slrm(), dppm() similar to glm(). Types of models include Poisson, Gibbs and Cox point processes, Neyman-Scott cluster processes, and determinantal point processes. Models may involve dependence on covariates, inter-point interaction, cluster formation and dependence on marks. Models are fitted by maximum likelihood, logistic regression, minimum contrast, and composite likelihood methods. A model can be fitted to a list of point patterns (replicated point pattern data) using the function mppm(). The model can include random effects and fixed effects depending on the experimental design, in addition to all the features listed above. Fitted point process models can be simulated, automatically. Formal hypothesis tests of a fitted model are supported (likelihood ratio test, analysis of deviance, Monte Carlo tests) along with basic tools for model selection (stepwise(), AIC()). Tools for validating the fitted model include simulation envelopes, residuals, residual plots and Q-Q plots, leverage and influence diagnostics, partial residuals, and added variable plots.

Author
Adrian Baddeley <Adrian.Baddeley@curtin.edu.au>, Rolf Turner <r.turner@auckland.ac.nz> and Ege Rubak <rubak@math.aau.dk>, with substantial contributions of code by Kasper Klitgaard Berthelsen; Ottmar Cronie; Ute Hahn; Abdollah Jalilian; Marie-Colette van Lieshout; Tuomas Rajala; Dominic Schuhmacher; and Rasmus Waagepetersen. Additional contributions by M. Adepeju; C. Anderson; Q.W. Ang; M. Austenfeld; S. Azaele; M. Baddeley; C. Beale; M. Bell; R. Bernhardt; T. Bendtsen; A. Bevan; B. Biggerstaff; A. Bilgrau; L. Bischof; C. Biscio; R. Bivand; J.M. Blanco Moreno; F. Bonneu; J. Burgos; S. Byers; Y.M. Chang; J.B. Chen; I. Chernayavsky; Y.C. Chin; B. Christensen; J.-F. Coeurjolly; R. Corria Ainslie; M. de la Cruz; P. Dalgaard; M. D'Antuono; S. Das; T. Davies; P.J. Diggle; P. Donnelly; I. Dryden; S. Eglen; A. El-Gabbas; B. Fandohan; O. Flores; E.D. Ford; P. Forbes; S. Frank; J. Franklin; N. Funwi-Gabga; O. Garcia; A. Gault; J. Geldmann; M. Genton; S. Ghalandarayeshi; J. Gilbey; J. Goldstick; P. Grabarnik; C. Graf; U. Hahn; A. Hardegen; M.B. Hansen; M. Hazelton; J. Heikkinen; M. Hering; M. Herrmann; P. Hewson; K. Hingee; K. Hornik; P. Hunziker; J. Hywood; R. Ihaka; C. Icos; A. Jammalamadaka; R. John-Chandran; D. Johnson; M. Khanmohammadi; R. Klaver; P. Kovesi; M. Kuhn; J. Laake; F. Lavancier; T. Lawrence; R.A. Lamb; J. Lee; G.P. Leser; H.T. Li; G. Limitsios; A. Lister; B. Madin; M. Maechler; J. Marcus; K. Marchikanti; R. Mark; J. Mateu; P. McCullagh; U. Mehlig; F. Mestre; S. Meyer; X.C. Mi; L. De Middeleer; R.K. Milne; E. Miranda; J. Moller; M. Moradi; V. Morera Pujol; E. Mudrak; G.M. Nair; N. Nava; L.S. Nielsen; F. Nunes; J.R. Nyengaard; J. Oehlschlaegel; T. Onkelinx; S. O'Riordan; E. Parilov; J. Picka; N. Picard; M. Porter; S. Protsiv; A. Raftery; S. Rakshit; B. Ramage; P. Ramon; X. Raynaud, M. Reiter; I. Renner; T.O. Richardson; B.D. Ripley; E. Rosenbaum; B. Rowlingson; J. Rudokas; J. Rudge; C. Ryan; F. Safavimanesh; A. Sarkka; C. Schank; K. Schladitz; S. Schutte; B.T. Scott; O. Semboli; F. Semecurbe; V. Shcherbakov; G.C. Shen; P. Shi; H.-J. Ship; I.-M. Sintorn; Y. Song; M. Spiess; M. Stevenson; K. Stucki; M. Sumner; P. Surovy; B. Taylor; T. Thorarinsdottir; B. Turlach; T. Tvedebrink; K. Ummer; M. Uppala; A. van Burgel; T. Verbeke; M. Vihtakari; A. Villers; F. Vinatier; S. Voss; S. Wagner; H. Wang; H. Wendrock; J. Wild; C. Witthoft; S. Wong; M. Woringer; M.E. Zamboni and A. Zeileis.
Date of publication
2016-10-13 01:00:59
Maintainer
Adrian Baddeley <Adrian.Baddeley@curtin.edu.au>
License
GPL (>= 2)
Version
1.47-0
URLs

View on CRAN

Man pages

adaptive.density
Intensity Estimate of Point Pattern Using Tessellation
add.texture
Fill Plot With Texture
addvar
Added Variable Plot for Point Process Model
affine
Apply Affine Transformation
affine.im
Apply Affine Transformation To Pixel Image
affine.linnet
Apply Geometrical Transformations to a Linear Network
affine.lpp
Apply Geometrical Transformations to Point Pattern on a...
affine.owin
Apply Affine Transformation To Window
affine.ppp
Apply Affine Transformation To Point Pattern
affine.psp
Apply Affine Transformation To Line Segment Pattern
affine.tess
Apply Geometrical Transformation To Tessellation
allstats
Calculate four standard summary functions of a point pattern.
alltypes
Calculate Summary Statistic for All Types in a Multitype...
amacrine
Hughes' Amacrine Cell Data
anemones
Beadlet Anemones Data
angles.psp
Orientation Angles of Line Segments
anova.lppm
ANOVA for Fitted Point Process Models on Linear Network
anova.mppm
ANOVA for Fitted Point Process Models for Replicated Patterns
anova.ppm
ANOVA for Fitted Point Process Models
anova.slrm
Analysis of Deviance for Spatial Logistic Regression Models
ants
Harkness-Isham ants' nests data
anylist
List of Objects
anyNA.im
Check Whether Image Contains NA Values
append.psp
Combine Two Line Segment Patterns
applynbd
Apply Function to Every Neighbourhood in a Point Pattern
areaGain
Difference of Disc Areas
AreaInter
The Area Interaction Point Process Model
areaLoss
Difference of Disc Areas
area.owin
Area of a Window
as.box3
Convert Data to Three-Dimensional Box
as.boxx
Convert Data to Multi-Dimensional Box
as.data.frame.hyperframe
Coerce Hyperframe to Data Frame
as.data.frame.im
Convert Pixel Image to Data Frame
as.data.frame.owin
Convert Window to Data Frame
as.data.frame.ppp
Coerce Point Pattern to a Data Frame
as.data.frame.psp
Coerce Line Segment Pattern to a Data Frame
as.function.fv
Convert Function Value Table to Function
as.function.im
Convert Pixel Image to Function of Coordinates
as.function.tess
Convert a Tessellation to a Function
as.fv
Convert Data To Class fv
as.hyperframe
Convert Data to Hyperframe
as.hyperframe.ppx
Extract coordinates and marks of multidimensional point...
as.im
Convert to Pixel Image
as.interact
Extract Interaction Structure
as.layered
Convert Data To Layered Object
as.linfun
Convert Data to a Function on a Linear Network
as.linim
Convert to Pixel Image on Linear Network
as.linnet.linim
Extract Linear Network from Data on a Linear Network
as.linnet.psp
Convert Line Segment Pattern to Linear Network
as.lpp
Convert Data to a Point Pattern on a Linear Network
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 or Array
as.matrix.owin
Convert Pixel Image to Matrix
as.owin
Convert Data To Class owin
as.polygonal
Convert a Window to a Polygonal Window
as.ppm
Extract Fitted Point Process Model
as.ppp
Convert Data To Class ppp
as.psp
Convert Data To Class psp
as.rectangle
Window Frame
as.solist
Convert List of Two-Dimensional Spatial Objects
as.tess
Convert Data To Tessellation
auc
Area Under ROC Curve
austates
Australian States and Mainland Territories
BadGey
Hybrid Geyer Point Process Model
bc.ppm
Bias Correction for Fitted Model
bdist.pixels
Distance to Boundary of Window
bdist.points
Distance to Boundary of Window
bdist.tiles
Distance to Boundary of Window
bdspots
Breakdown Spots in Microelectronic Materials
beachcolours
Create Colour Scheme for a Range of Numbers
beginner
Print Introduction For Beginners
begins
Check Start of Character String
bei
Tropical rain forest trees
berman.test
Berman's Tests for Point Process Model
betacells
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
boundingbox
Bounding Box of a Window, Image, or Point Pattern
bounding.box.xy
Convex Hull of Points
boundingcircle
Smallest Enclosing Circle
box3
Three-Dimensional Box
boxx
Multi-Dimensional Box
bramblecanes
Hutchings' Bramble Canes data
branchlabelfun
Tree Branch Membership Labelling Function
bronzefilter
Bronze gradient filter data
bw.diggle
Cross Validated Bandwidth Selection for Kernel Density
bw.frac
Bandwidth Selection Based on Window Geometry
bw.ppl
Likelihood Cross Validation Bandwidth Selection for Kernel...
bw.relrisk
Cross Validated Bandwidth Selection for Relative Risk...
bw.scott
Scott's Rule for Bandwidth Selection for Kernel Density
bw.smoothppp
Cross Validated Bandwidth Selection for Spatial Smoothing
bw.stoyan
Stoyan's Rule of Thumb for Bandwidth Selection
by.im
Apply Function to Image Broken Down by Factor
by.ppp
Apply a Function to a Point Pattern Broken Down by Factor
cauchy.estK
Fit the Neyman-Scott cluster process with Cauchy kernel
cauchy.estpcf
Fit the Neyman-Scott cluster process with Cauchy kernel
cbind.hyperframe
Combine Hyperframes by Rows or by Columns
CDF
Cumulative Distribution Function From Kernel Density Estimate
cdf.test
Spatial Distribution Test for Point Pattern or Point Process...
cdf.test.mppm
Spatial Distribution Test for Multiple Point Process Model
cells
Biological Cells Point Pattern
centroid.owin
Centroid of a window
chicago
Chicago Street Crime Data
chop.tess
Subdivide a Window or Tessellation using a Set of Lines
chorley
Chorley-Ribble Cancer Data
circdensity
Density Estimation for Circular Data
clarkevans
Clark and Evans Aggregation Index
clarkevans.test
Clark and Evans Test
clickbox
Interactively Define a Rectangle
clickdist
Interactively Measure Distance
clickjoin
Interactively join vertices on a plot
clickpoly
Interactively Define a Polygon
clickppp
Interactively Add Points
clip.infline
Intersect Infinite Straight Lines with a Window
clmfires
Castilla-La Mancha Forest Fires
closepairs
Close Pairs of Points
closepairs.pp3
Close Pairs of Points in 3 Dimensions
closing
Morphological Closing
clusterfield
Field of clusters
clusterfit
Fit Cluster or Cox Point Process Model via Minimum Contrast
clusterkernel
Extract Cluster Offspring Kernel
clusterradius
Compute or Extract Effective Range of Cluster Kernel
clusterset
Allard-Fraley Estimator of Cluster Feature
coef.mppm
Coefficients of Point Process Model Fitted to Multiple Point...
coef.ppm
Coefficients of Fitted Point Process Model
coef.slrm
Coefficients of Fitted Spatial Logistic Regression Model
collapse.fv
Collapse Several Function Tables into One
colourmap
Colour Lookup Tables
colourtools
Convert and Compare Colours in Different Formats
commonGrid
Determine A Common Spatial Domain And Pixel Resolution
compareFit
Residual Diagnostics for Multiple Fitted Models
compatible
Test Whether Objects Are Compatible
compatible.fasp
Test Whether Function Arrays Are Compatible
compatible.fv
Test Whether Function Objects Are Compatible
compatible.im
Test Whether Pixel Images Are Compatible
compileK
Generic Calculation of K Function and Pair Correlation...
complement.owin
Take Complement of a Window
concatxy
Concatenate x,y Coordinate Vectors
Concom
The Connected Component Process Model
connected
Connected components
connected.linnet
Connected Components of a Linear Network
connected.ppp
Connected Components of a Point Pattern
contour.im
Contour plot of pixel image
contour.imlist
Array of Contour Plots
convexhull
Convex Hull
convexhull.xy
Convex Hull of Points
convexify
Weil's Convexifying Operation
convolve.im
Convolution of Pixel Images
coords
Extract or Change Coordinates of a Spatial or Spatiotemporal...
copper
Berman-Huntington points and lines data
copyExampleFiles
Copy Data Files for Example
corners
Corners of a rectangle
covering
Cover Region with Discs
crossdist
Pairwise distances
crossdist.default
Pairwise distances between two different sets of points
crossdist.lpp
Pairwise distances between two point patterns on a linear...
crossdist.pp3
Pairwise distances between two different three-dimensional...
crossdist.ppp
Pairwise distances between two different point patterns
crossdist.ppx
Pairwise Distances Between Two Different Multi-Dimensional...
crossdist.psp
Pairwise distances between two different line segment...
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
data.ppm
Extract Original Data from a Fitted Point Process Model
dclf.progress
Progress Plot of Test of Spatial Pattern
dclf.sigtrace
Significance Trace of Cressie-Loosmore-Ford or Maximum...
dclf.test
Diggle-Cressie-Loosmore-Ford and Maximum Absolute Deviation...
default.dummy
Generate a Default Pattern of Dummy Points
default.expand
Default Expansion Rule for Simulation of Model
default.rmhcontrol
Set Default Control Parameters for Metropolis-Hastings...
delaunay
Delaunay Triangulation of Point Pattern
delaunayDistance
Distance on Delaunay Triangulation
delaunayNetwork
Linear Network of Delaunay Triangulation or Dirichlet...
deletebranch
Delete or Extract a Branch of a Tree
deltametric
Delta Metric
demohyper
Demonstration Example of Hyperframe of Spatial Data
demopat
Artificial Data Point Pattern
dendrite
Dendritic Spines Data
density.lpp
Kernel Estimate of Intensity on a Linear Network
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
deriv.fv
Calculate Derivative of Function Values
detpointprocfamilyfun
Construct a New Determinantal Point Process Model Family...
dfbetas.ppm
Parameter influence measure
dg.envelope
Global Envelopes for Dao-Genton Test
dg.progress
Progress Plot of Dao-Genton Test of Spatial Pattern
dg.sigtrace
Significance Trace of Dao-Genton Test
dg.test
Dao-Genton Adjusted Goodness-Of-Fit Test
diagnose.ppm
Diagnostic Plots for Fitted Point Process Model
diameter
Diameter of an Object
diameter.box3
Geometrical Calculations for Three-Dimensional Box
diameter.boxx
Geometrical Calculations for Multi-Dimensional Box
diameter.linnet
Diameter and Bounding Radius of a Linear Network
diameter.owin
Diameter of a Window
DiggleGatesStibbard
Diggle-Gates-Stibbard Point Process Model
DiggleGratton
Diggle-Gratton model
dilated.areas
Areas of Morphological Dilations
dilation
Morphological Dilation
dim.detpointprocfamily
Dimension of Determinantal Point Process Model
dirichlet
Dirichlet Tessellation of Point Pattern
dirichletAreas
Compute Areas of Tiles in Dirichlet Tessellation
dirichletVertices
Vertices and Edges of Dirichlet Tessellation
dirichletWeights
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
discs
Union of Discs
distcdf
Distribution Function of Interpoint Distance
distfun
Distance Map as a Function
distfun.lpp
Distance Map on Linear Network
distmap
Distance Map
distmap.owin
Distance Map of Window
distmap.ppp
Distance Map of Point Pattern
distmap.psp
Distance Map of Line Segment Pattern
divide.linnet
Divide Linear Network at Cut Points
dkernel
Kernel distributions and random generation
dmixpois
Mixed Poisson Distribution
domain
Extract the Domain of any Spatial Object
dppapproxkernel
Approximate Determinantal Point Process Kernel
dppapproxpcf
Approximate Pair Correlation Function of Determinantal Point...
dppBessel
Bessel Type Determinantal Point Process Model
dppCauchy
Generalized Cauchy Determinantal Point Process Model
dppeigen
Internal function calculating eig and index
dppGauss
Gaussian Determinantal Point Process Model
dppkernel
Extract Kernel from Determinantal Point Process Model Object
dppm
Fit Determinantal Point Process Model
dppMatern
Whittle-Matern Determinantal Point Process Model
dppparbounds
Parameter Bound for a Determinantal Point Process Model
dppPowerExp
Power Exponential Spectral Determinantal Point Process Model
dppspecden
Extract Spectral Density from Determinantal Point Process...
dppspecdenrange
Range of Spectral Density of a Determinantal Point Process...
dummify
Convert Data to Numeric Values by Constructing Dummy...
dummy.ppm
Extract Dummy Points Used to Fit a Point Process Model
duplicated.ppp
Determine Duplicated Points in a Spatial Point Pattern
edge.Ripley
Ripley's Isotropic Edge Correction
edges
Extract Boundary Edges of a Window.
edges2triangles
List Triangles in a Graph
edges2vees
List Dihedral Triples in a Graph
edge.Trans
Translation Edge Correction
edit.hyperframe
Invoke Text Editor on Hyperframe
edit.ppp
Invoke Text Editor on Spatial Data
eem
Exponential Energy Marks
effectfun
Compute Fitted Effect of a Spatial Covariate in a Point...
ellipse
Elliptical Window.
Emark
Diagnostics for random marking
emend
Force Model to be Valid
emend.ppm
Force Point Process Model to be Valid
endpoints.psp
Endpoints of Line Segment Pattern
envelope
Simulation Envelopes of Summary Function
envelope.envelope
Recompute Envelopes
envelope.lpp
Envelope for Point Patterns on Linear Network
envelope.pp3
Simulation Envelopes of Summary Function for 3D Point Pattern
eroded.areas
Areas of Morphological Erosions
erosion
Morphological Erosion by a Disc
erosionAny
Morphological Erosion of Windows
eval.fasp
Evaluate Expression Involving Function Arrays
eval.fv
Evaluate Expression Involving Functions
eval.im
Evaluate Expression Involving Pixel Images
eval.linim
Evaluate Expression Involving Pixel Images on Linear Network
ewcdf
Weighted Empirical Cumulative Distribution Function
exactMPLEstrauss
Exact Maximum Pseudolikelihood Estimate for Stationary...
expand.owin
Apply Expansion Rule
Extract.anylist
Extract or Replace Subset of a List of Things
Extract.fasp
Extract Subset of Function Array
Extract.fv
Extract or Replace Subset of Function Values
Extract.hyperframe
Extract or Replace Subset of Hyperframe
Extract.im
Extract Subset of Image
Extract.influence.ppm
Extract Subset of Influence Object
Extract.layered
Extract or Replace Subset of a Layered Object
Extract.leverage.ppm
Extract Subset of Leverage Object
Extract.linim
Extract Subset of Pixel Image on Linear Network
Extract.linnet
Extract Subset of Linear Network
Extract.listof
Extract or Replace Subset of a List of Things
Extract.lpp
Extract Subset of Point Pattern on Linear Network
Extract.msr
Extract Subset of Signed or Vector Measure
Extract.owin
Extract Subset of Window
Extract.ppp
Extract or Replace Subset of Point Pattern
Extract.ppx
Extract Subset of Multidimensional Point Pattern
Extract.psp
Extract Subset of Line Segment Pattern
Extract.quad
Subset of Quadrature Scheme
Extract.solist
Extract or Replace Subset of a List of Spatial Objest
Extract.splitppp
Extract or Replace Sub-Patterns
Extract.tess
Extract or Replace Subset of Tessellation
F3est
Empty Space Function of a Three-Dimensional Point Pattern
fardist
Farthest Distance to Boundary of Window
fasp.object
Function Arrays for Spatial Patterns
Fest
Estimate the Empty Space Function or its Hazard Rate
Fiksel
The Fiksel Interaction
Finhom
Inhomogeneous Empty Space Function
finpines
Pine saplings in Finland.
fitin
Extract the Interaction from a Fitted Point Process Model
fitted.lppm
Fitted Intensity for Point Process on Linear Network
fitted.mppm
Fitted Conditional Intensity for Multiple Point Process Model
fitted.ppm
Fitted Conditional Intensity for Point Process Model
fitted.slrm
Fitted Probabilities for Spatial Logistic Regression
fixef.mppm
Extract Fixed Effects from Point Process Model
flipxy
Exchange X and Y Coordinates
flu
Influenza Virus Proteins
FmultiInhom
Inhomogeneous Marked F-Function
foo
Foo is Not a Real Name
formula.fv
Extract or Change the Plot Formula for a Function Value Table
formula.ppm
Model Formulae for Gibbs Point Process Models
fourierbasis
Fourier Basis Functions
Frame
Extract or Change the Containing Rectangle of a Spatial...
fryplot
Fry Plot of Point Pattern
funxy
Spatial Function Class
fv
Create a Function Value Table
fvnames
Abbreviations for Groups of Columns in Function Value Table
fv.object
Function Value Table
G3est
Nearest Neighbour Distance Distribution Function of a...
ganglia
Beta Ganglion Cells in Cat Retina, Old Version
gauss.hermite
Gauss-Hermite Quadrature Approximation to Expectation for...
Gcom
Model Compensator of Nearest Neighbour Function
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
Ginhom
Inhomogeneous Nearest Neighbour Function
Gmulti
Marked Nearest Neighbour Distance Function
GmultiInhom
Inhomogeneous Marked G-Function
gordon
People in Gordon Square
gorillas
Gorilla Nesting Sites
Gres
Residual G Function
gridcentres
Rectangular grid of points
gridweights
Compute Quadrature Weights Based on Grid Counts
grow.boxx
Add margins to box in any dimension
grow.rectangle
Add margins to rectangle
hamster
Aherne's hamster tumour data
Hardcore
The Hard Core Point Process Model
harmonic
Basis for Harmonic Functions
harmonise
Make Objects Compatible
harmonise.fv
Make Function Tables Compatible
harmonise.im
Make Pixel Images Compatible
harmonise.owin
Make Windows Compatible
heather
Diggle's Heather Data
Hest
Spherical Contact Distribution Function
hextess
Hexagonal Grid or Tessellation
HierHard
The Hierarchical Hard Core Point Process Model
hierpair.family
Hierarchical Pairwise Interaction Process Family
HierStrauss
The Hierarchical Strauss Point Process Model
HierStraussHard
The Hierarchical Strauss Hard Core Point Process Model
hist.im
Histogram of Pixel Values in an Image
hopskel
Hopkins-Skellam Test
humberside
Humberside Data on Childhood Leukaemia and Lymphoma
Hybrid
Hybrid Interaction Point Process Model
hybrid.family
Hybrid Interaction Family
hyperframe
Hyper Data Frame
hyytiala
Scots pines and other trees at Hyytiala
identify.ppp
Identify Points in a Point Pattern
identify.psp
Identify Segments in a Line Segment Pattern
idw
Inverse-distance weighted smoothing of observations at...
Iest
Estimate the I-function
im
Create a Pixel Image Object
im.apply
Apply Function Pixelwise to List of Images
imcov
Spatial Covariance of a Pixel Image
im.object
Class of Images
improve.kppm
Improve Intensity Estimate of Fitted Cluster Point Process...
incircle
Find Largest Circle Inside Window
increment.fv
Increments of a Function
infline
Infinite Straight Lines
influence.ppm
Influence Measure for Spatial Point Process Model
inforder.family
Infinite Order Interaction Family
insertVertices
Insert New Vertices in a Linear Network
inside.boxx
Test Whether Points Are Inside A Multidimensional Box
inside.owin
Test Whether Points Are Inside A Window
integral.im
Integral of a Pixel Image
integral.linim
Integral on a Linear Network
integral.msr
Integral of a Measure
intensity
Intensity of a Dataset or a Model
intensity.dppm
Intensity of Determinantal Point Process Model
intensity.lpp
Empirical Intensity of Point Pattern on Linear Network
intensity.ppm
Intensity of Fitted Point Process Model
intensity.ppp
Empirical Intensity of Point Pattern
intensity.ppx
Intensity of a Multidimensional Space-Time Point Pattern
intensity.quadratcount
Intensity Estimates Using Quadrat Counts
interp.colourmap
Interpolate smoothly between specified colours
interp.im
Interpolate a Pixel Image
intersect.owin
Intersection, Union or Set Subtraction of Windows
intersect.tess
Intersection of Two Tessellations
invoke.symbolmap
Plot Data Using Graphics Symbol Map
iplot
Point and Click Interface for Displaying Spatial Data
ippm
Fit Point Process Model Involving Irregular Trend Parameters
is.convex
Test Whether a Window is Convex
is.dppm
Recognise Fitted Determinantal Point Process Models
is.empty
Test Whether An Object Is Empty
is.hybrid
Test Whether Object is a Hybrid
is.im
Test Whether An Object Is A Pixel Image
is.lpp
Test Whether An Object Is A Point Pattern on a Linear Network
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.rectangle
Determine Type of Window
is.stationary
Recognise Stationary and Poisson Point Process Models
is.subset.owin
Determine Whether One Window is Contained In Another
istat
Point and Click Interface for Exploratory Analysis of Point...
japanesepines
Japanese Pines Point Pattern
Jcross
Multitype J Function (i-to-j)
Jdot
Multitype J Function (i-to-any)
Jest
Estimate the J-function
Jinhom
Inhomogeneous J-function
Jmulti
Marked J Function
K3est
K-function of a Three-Dimensional Point Pattern
kaplan.meier
Kaplan-Meier Estimator using Histogram Data
Kcom
Model Compensator of K Function
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
kernel.factor
Scale factor for density kernel
kernel.moment
Moment of Smoothing Kernel
kernel.squint
Integral of Squared Kernel
Kest
K-function
Kest.fft
K-function using FFT
Kinhom
Inhomogeneous K-function
Kmark
Mark-Weighted K Function
Kmeasure
Reduced Second Moment Measure
Kmodel
K Function or Pair Correlation Function of a Point Process...
Kmodel.dppm
K-function or Pair Correlation Function of a Determinantal...
Kmodel.kppm
K Function or Pair Correlation Function of Cluster Model or...
Kmodel.ppm
K Function or Pair Correlation Function of Gibbs Point...
km.rs
Kaplan-Meier and Reduced Sample Estimator using Histograms
Kmulti
Marked K-Function
Kmulti.inhom
Inhomogeneous Marked K-Function
Kovesi
Colour Sequences with Uniform Perceptual Contrast
kppm
Fit Cluster or Cox Point Process Model
Kres
Residual K Function
Kscaled
Locally Scaled K-function
Ksector
Sector K-function
LambertW
Lambert's W Function
lansing
Lansing Woods Point Pattern
laslett
Laslett's Transform
latest.news
Print News About Latest Version of Package
layered
Create List of Plotting Layers
layerplotargs
Extract or Replace the Plot Arguments of a Layered Object
layout.boxes
Generate a Row or Column Arrangement of Rectangles.
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
leverage.ppm
Leverage Measure for Spatial Point Process Model
lgcp.estK
Fit a Log-Gaussian Cox Point Process by Minimum Contrast
lgcp.estpcf
Fit a Log-Gaussian Cox Point Process by Minimum Contrast
lineardisc
Compute Disc of Given Radius in Linear Network
linearK
Linear K Function
linearKcross
Multitype K Function (Cross-type) for Linear Point Pattern
linearKcross.inhom
Inhomogeneous multitype K Function (Cross-type) for Linear...
linearKdot
Multitype K Function (Dot-type) for Linear Point Pattern
linearKdot.inhom
Inhomogeneous multitype K Function (Dot-type) for Linear...
linearKinhom
Inhomogeneous Linear K Function
linearmarkconnect
Mark Connection Function for Multitype Point Pattern on...
linearmarkequal
Mark Connection Function for Multitype Point Pattern on...
linearpcf
Linear Pair Correlation Function
linearpcfcross
Multitype Pair Correlation Function (Cross-type) for Linear...
linearpcfcross.inhom
Inhomogeneous Multitype Pair Correlation Function...
linearpcfdot
Multitype Pair Correlation Function (Dot-type) for Linear...
linearpcfdot.inhom
Inhomogeneous Multitype Pair Correlation Function (Dot-type)...
linearpcfinhom
Inhomogeneous Linear Pair Correlation Function
linequad
Quadrature Scheme on a Linear Network
linfun
Function on a Linear Network
Linhom
L-function
linim
Create Pixel Image on Linear Network
linnet
Create a Linear Network
lintess
Tessellation on a Linear Network
lixellate
Subdivide Segments of a Network
localK
Neighbourhood density function
localKinhom
Inhomogeneous Neighbourhood Density Function
localpcf
Local pair correlation function
logLik.dppm
Log Likelihood and AIC for Fitted Determinantal Point Process...
logLik.kppm
Log Likelihood and AIC for Fitted Cox or Cluster Point...
logLik.mppm
Log Likelihood and AIC for Multiple Point Process Model
logLik.ppm
Log Likelihood and AIC for Point Process Model
logLik.slrm
Loglikelihood of Spatial Logistic Regression
lohboot
Bootstrap Confidence Bands for Summary Function
longleaf
Longleaf Pines Point Pattern
lpp
Create Point Pattern on Linear Network
lppm
Fit Point Process Model to Point Pattern on Linear Network
lurking
Lurking variable plot
lut
Lookup Tables
macros/defns
markconnect
Mark Connection Function
markcorr
Mark Correlation Function
markcrosscorr
Mark Cross-Correlation Function
marks
Marks of a Point Pattern
marks.psp
Marks of a Line Segment Pattern
markstat
Summarise Marks in Every Neighbourhood in a Point Pattern
marks.tess
Marks of a Tessellation
marktable
Tabulate Marks in Neighbourhood of Every Point in a Point...
markvario
Mark Variogram
matchingdist
Distance for a Point Pattern Matching
matclust.estK
Fit the Matern Cluster Point Process by Minimum Contrast
matclust.estpcf
Fit the Matern Cluster Point Process by Minimum Contrast...
Math.im
S3 Group Generic methods for images
Math.linim
S3 Group Generic Methods for Images on a Linear Network
maxnndist
Compute Minimum or Maximum Nearest-Neighbour Distance
mean.im
Maximum, Minimum, Mean, Median, Range or Sum of Pixel Values...
mean.linim
Mean, Median, Quantiles of Pixel Values on a Linear Network
mergeLevels
Merge Levels of a Factor
methods.box3
Methods for Three-Dimensional Box
methods.boxx
Methods for Multi-Dimensional Box
methods.dppm
Methods for Determinantal Point Process Models
methods.fii
Methods for Fitted Interactions
methods.funxy
Methods for Spatial Functions
methods.kppm
Methods for Cluster Point Process Models
methods.layered
Methods for Layered Objects
methods.linfun
Methods for Functions on Linear Network
methods.linim
Methods for Images on a Linear Network
methods.linnet
Methods for Linear Networks
methods.lpp
Methods for Point Patterns on a Linear Network
methods.lppm
Methods for Fitted Point Process Models on a Linear Network
methods.objsurf
Methods for Objective Function Surfaces
methods.pp3
Methods for three-dimensional point patterns
methods.ppx
Methods for Multidimensional Space-Time Point Patterns
methods.rho2hat
Methods for Intensity Functions of Two Spatial Covariates
methods.rhohat
Methods for Intensity Functions of Spatial Covariate
methods.slrm
Methods for Spatial Logistic Regression Models
methods.units
Methods for Units
methods.zclustermodel
Methods for Cluster Models
midpoints.psp
Midpoints of Line Segment Pattern
mincontrast
Method of Minimum Contrast
MinkowskiSum
Minkowski Sum of Windows
miplot
Morisita Index Plot
model.depends
Identify Covariates Involved in each Model Term
model.frame.ppm
Extract the Variables in a Point Process Model
model.images
Compute Images of Constructed Covariates
model.matrix.ppm
Extract Design Matrix from Point Process Model
model.matrix.slrm
Extract Design Matrix from Spatial Logistic Regression Model
moribund
Outdated Functions
mppm
Fit Point Process Model to Several Point Patterns
msr
Signed or Vector-Valued Measure
mucosa
Cells in Gastric Mucosa
MultiHard
The Multitype Hard Core 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
nbfires
Point Patterns of New Brunswick Forest Fires
nearest.raster.point
Find Pixel Nearest to a Given Point
nearestsegment
Find Line Segment Nearest to Each Point
nestsplit
Nested Split
nnclean
Nearest Neighbour Clutter Removal
nncorr
Nearest-Neighbour Correlation Indices of Marked Point Pattern
nncross
Nearest Neighbours Between Two Patterns
nncross.lpp
Nearest Neighbours on a Linear Network
nncross.pp3
Nearest Neighbours Between Two Patterns in 3D
nndensity
Estimate Intensity of Point Pattern Using Nearest Neighbour...
nndist
Nearest neighbour distances
nndist.lpp
Nearest neighbour distances on a linear network
nndist.pp3
Nearest neighbour distances in three dimensions
nndist.ppx
Nearest Neighbour Distances in Any Dimensions
nndist.psp
Nearest neighbour distances between line segments
nnfun
Nearest Neighbour Index Map as a Function
nnfun.lpp
Nearest Neighbour Map on Linear Network
nnmap
K-th Nearest Point Map
nnmark
Mark of Nearest Neighbour
nnorient
Nearest Neighbour Orientation Distribution
nnwhich
Nearest neighbour
nnwhich.lpp
Identify Nearest Neighbours on a Linear Network
nnwhich.pp3
Nearest neighbours in three dimensions
nnwhich.ppx
Nearest Neighbours in Any Dimensions
nobjects
Count Number of Geometrical Objects in a Spatial Dataset
npfun
Dummy Function Returns Number of Points
npoints
Number of Points in a Point Pattern
nsegments
Number of Line Segments in a Line Segment Pattern
nvertices
Count Number of Vertices
nztrees
New Zealand Trees Point Pattern
objsurf
Objective Function Surface
opening
Morphological Opening
Ord
Generic Ord Interaction model
ord.family
Ord Interaction Process Family
OrdThresh
Ord's Interaction model
osteo
Osteocyte Lacunae Data: Replicated Three-Dimensional Point...
overlap.owin
Compute Area of Overlap
owin
Create a Window
owin.object
Class owin
padimage
Pad the Border of a Pixel Image
pairdist
Pairwise distances
pairdist.default
Pairwise distances
pairdist.lpp
Pairwise shortest-path distances between points on a linear...
pairdist.pp3
Pairwise distances in Three Dimensions
pairdist.ppp
Pairwise distances
pairdist.ppx
Pairwise Distances in Any Dimensions
pairdist.psp
Pairwise distances between line segments
pairorient
Point Pair Orientation Distribution
PairPiece
The Piecewise Constant Pairwise Interaction Point Process...
pairsat.family
Saturated Pairwise Interaction Point Process Family
pairs.im
Scatterplot Matrix for Pixel Images
Pairwise
Generic Pairwise Interaction model
pairwise.family
Pairwise Interaction Process Family
panel.contour
Panel Plots using Colour Image or Contour Lines
paracou
Kimboto trees at Paracou, French Guiana
parameters
Extract Model Parameters in Understandable Form
parres
Partial Residuals for Point Process Model
pcf
Pair Correlation Function
pcf3est
Pair Correlation Function of a Three-Dimensional Point...
pcfcross
Multitype pair correlation function (cross-type)
pcfcross.inhom
Inhomogeneous Multitype Pair Correlation Function...
pcfdot
Multitype pair correlation function (i-to-any)
pcfdot.inhom
Inhomogeneous Multitype Pair Correlation Function...
pcf.fasp
Pair Correlation Function obtained from array of K functions
pcf.fv
Pair Correlation Function obtained from K Function
pcfinhom
Inhomogeneous Pair Correlation Function
pcfmulti
Marked pair correlation function
pcf.ppp
Pair Correlation Function of Point Pattern
Penttinen
Penttinen Interaction
perimeter
Perimeter Length of Window
periodify
Make Periodic Copies of a Spatial Pattern
persp.im
Perspective Plot of Pixel Image
perspPoints
Draw Points or Lines on a Surface Viewed in Perspective
pixelcentres
Extract Pixel Centres as Point Pattern
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
plot.anylist
Plot a List of Things
plot.bermantest
Plot Result of Berman Test
plot.cdftest
Plot a Spatial Distribution Test
plot.colourmap
Plot a Colour Map
plot.dppm
Plot a fitted determinantal point process
plot.envelope
Plot a Simulation Envelope
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.imlist
Plot a List of Images
plot.influence.ppm
Plot Influence Measure
plot.kppm
Plot a fitted cluster point process
plot.laslett
Plot Laslett Transform
plot.layered
Layered Plot
plot.leverage.ppm
Plot Leverage Function
plot.linim
Plot Pixel Image on Linear Network
plot.linnet
Plot a linear network
plot.listof
Plot a List of Things
plot.lpp
Plot Point Pattern on Linear Network
plot.lppm
Plot a Fitted Point Process Model on a Linear Network
plot.mppm
plot a Fitted Multiple Point Process Model
plot.msr
Plot a Signed or Vector-Valued Measure
plot.onearrow
Plot an Arrow
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.psp
plot a Spatial Line Segment Pattern
plot.quad
Plot a Spatial Quadrature Scheme
plot.quadratcount
Plot Quadrat Counts
plot.quadrattest
Display the result of a quadrat counting test.
plot.rppm
Plot a Recursively Partitioned Point Process Model
plot.scan.test
Plot Result of Scan Test
plot.slrm
Plot a Fitted Spatial Logistic Regression
plot.solist
Plot a List of Spatial Objects
plot.splitppp
Plot a List of Point Patterns
plot.symbolmap
Plot a Graphics Symbol Map
plot.tess
Plot a tessellation
plot.textstring
Plot a Text String
plot.texturemap
Plot a Texture Map
plot.yardstick
Plot a Yardstick or Scale Bar
pointsOnLines
Place Points Evenly Along Specified Lines
Poisson
Poisson Point Process Model
ponderosa
Ponderosa Pine Tree Point Pattern
pool
Pool Data
pool.anylist
Pool Data from a List of Objects
pool.envelope
Pool Data from Several Envelopes
pool.fasp
Pool Data from Several Function Arrays
pool.fv
Pool Several Functions
pool.quadrattest
Pool Several Quadrat Tests
pool.rat
Pool Data from Several Ratio Objects
pp3
Three Dimensional Point Pattern
ppm
Fit Point Process Model to Data
ppmInfluence
Leverage and Influence Measures for Spatial Point Process...
ppm.object
Class of Fitted Point Process Models
ppm.ppp
Fit Point Process Model to Point Pattern Data
ppp
Create a Point Pattern
pppdist
Distance Between Two Point Patterns
pppmatching
Create a Point Matching
pppmatching.object
Class of Point Matchings
ppp.object
Class of Point Patterns
PPversion
Transform a Function into its P-P or Q-Q Version
ppx
Multidimensional Space-Time Point Pattern
predict.dppm
Prediction from a Fitted Determinantal Point Process Model
predict.kppm
Prediction from a Fitted Cluster Point Process Model
predict.lppm
Predict Point Process Model on Linear Network
predict.mppm
Prediction for Fitted Multiple Point Process Model
predict.ppm
Prediction from a Fitted Point Process Model
predict.rppm
Make Predictions From a Recursively Partitioned Point Process...
predict.slrm
Predicted or Fitted Values from Spatial Logistic Regression
print.im
Print Brief Details of an Image
print.owin
Print Brief Details of a Spatial Window
print.ppm
Print a Fitted Point Process Model
print.ppp
Print Brief Details of a Point Pattern Dataset
print.psp
Print Brief Details of a Line Segment Pattern Dataset
print.quad
Print a Quadrature Scheme
profilepl
Fit Models by Profile Maximum Pseudolikelihood or AIC
progressreport
Print Progress Reports
project2segment
Move Point To Nearest Line
project2set
Find Nearest Point in a Region
prune.rppm
Prune a Recursively Partitioned Point Process Model
pseudoR2
Calculate Pseudo-R-Squared for Point Process Model
psp
Create a Line Segment Pattern
psp.object
Class of Line Segment Patterns
psst
Pseudoscore Diagnostic For Fitted Model against General...
psstA
Pseudoscore Diagnostic For Fitted Model against...
psstG
Pseudoscore Diagnostic For Fitted Model against Saturation...
pyramidal
Pyramidal Neurons in Cingulate Cortex
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
quadratcount
Quadrat counting for a point pattern
quadratresample
Resample a Point Pattern by Resampling Quadrats
quadrats
Divide Region into Quadrats
quadrat.test
Dispersion Test for Spatial Point Pattern Based on Quadrat...
quadrat.test.mppm
Chi-Squared Test for Multiple Point Process Model Based on...
quadrat.test.splitppp
Dispersion Test of CSR for Split Point Pattern Based on...
quadscheme
Generate a Quadrature Scheme from a Point Pattern
quadscheme.logi
Generate a Logistic Regression Quadrature Scheme from a Point...
quantess
Quantile Tessellation
quantile.density
Quantiles of a Density Estimate
quantile.ewcdf
Quantiles of Weighted Empirical Cumulative Distribution...
quantile.im
Sample Quantiles of Pixel Image
quasirandom
Quasirandom Patterns
ranef.mppm
Extract Random Effects from Point Process Model
range.fv
Range of Function Values
raster.x
Cartesian Coordinates for a Pixel Raster
rat
Ratio object
rCauchy
Simulate Neyman-Scott Point Process with Cauchy cluster...
rcell
Simulate Baddeley-Silverman Cell Process
rcellnumber
Generate Random Numbers of Points for Cell Process
rDGS
Perfect Simulation of the Diggle-Gates-Stibbard Process
rDiggleGratton
Perfect Simulation of the Diggle-Gratton Process
rdpp
Simulation of a Determinantal Point Process
reach
Interaction Distance of a Point Process
reach.dppm
Range of Interaction for a Determinantal Point Process Model
reduced.sample
Reduced Sample Estimator using Histogram Data
redwood
California Redwoods Point Pattern (Ripley's Subset)
redwoodfull
California Redwoods Point Pattern (Entire Dataset)
reflect
Reflect In Origin
relevel.im
Reorder Levels of a Factor-Valued Image or Pattern
reload.or.compute
Compute Unless Previously Saved
relrisk
Estimate of Spatially-Varying Relative Risk
relrisk.ppm
Parametric Estimate of Spatially-Varying Relative Risk
relrisk.ppp
Nonparametric Estimate of Spatially-Varying Relative Risk
Replace.im
Reset Values in Subset of Image
requireversion
Require a Specific Version of a Package
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
residuals.dppm
Residuals for Fitted Determinantal Point Process Model
residuals.kppm
Residuals for Fitted Cox or Cluster Point Process Model
residuals.mppm
Residuals for Point Process Model Fitted to Multiple Point...
residualspaper
Data and Code From JRSS Discussion Paper on Residuals
residuals.ppm
Residuals for Fitted Point Process Model
rex
Richardson Extrapolation
rGaussPoisson
Simulate Gauss-Poisson Process
rgbim
Create Colour-Valued Pixel Image
rHardcore
Perfect Simulation of the Hardcore Process
rho2hat
Smoothed Relative Density of Pairs of Covariate Values
rhohat
Smoothing Estimate of Intensity as Function of a Covariate
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
rLGCP
Simulate Log-Gaussian Cox Process
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...
rmhcontrol
Set Control Parameters for Metropolis-Hastings Algorithm.
rmh.default
Simulate Point Process Models using the Metropolis-Hastings...
rmhexpand
Specify Simulation Window or Expansion Rule
rmhmodel
Define Point Process Model for Metropolis-Hastings...
rmhmodel.default
Build Point Process Model for Metropolis-Hastings Simulation.
rmhmodel.list
Define Point Process Model for Metropolis-Hastings...
rmhmodel.ppm
Interpret Fitted Model for Metropolis-Hastings Simulation.
rmh.ppm
Simulate from a Fitted Point Process Model
rmhstart
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
rnoise
Random Pixel Noise
roc
Receiver Operating Characteristic
rose
Rose Diagram
rotate
Rotate
rotate.im
Rotate a Pixel Image
rotate.owin
Rotate a Window
rotate.ppp
Rotate a Point Pattern
rotate.psp
Rotate a Line Segment Pattern
rotmean
Rotational Average of a Pixel Image
rounding
Detect Numerical Rounding
round.ppp
Apply Numerical Rounding to Spatial Coordinates
rPenttinen
Perfect Simulation of the Penttinen Process
rpoint
Generate N Random Points
rpoisline
Generate Poisson Random Line Process
rpoislinetess
Poisson Line Tessellation
rpoislpp
Poisson Point Process on a Linear Network
rpoispp
Generate Poisson Point Pattern
rpoispp3
Generate Poisson Point Pattern in Three Dimensions
rpoisppOnLines
Generate Poisson Point Pattern on Line Segments
rpoisppx
Generate Poisson Point Pattern in Any Dimensions
rPoissonCluster
Simulate Poisson Cluster Process
rppm
Recursively Partitioned Point Process Model
rQuasi
Generate Quasirandom Point Pattern in Given Window
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
rStraussHard
Perfect Simulation of the Strauss-Hardcore Process
rsyst
Simulate systematic random point pattern
rtemper
Simulated Annealing or Simulated Tempering for Gibbs Point...
rthin
Random Thinning
rThomas
Simulate Thomas Process
runifdisc
Generate N Uniform Random Points in a Disc
runiflpp
Uniform Random Points on a Linear Network
runifpoint
Generate N Uniform Random Points
runifpoint3
Generate N Uniform Random Points in Three Dimensions
runifpointOnLines
Generate N Uniform Random Points On Line Segments
runifpointx
Generate N Uniform Random Points in Any Dimensions
run.simplepanel
Run Point-and-Click Interface
rVarGamma
Simulate Neyman-Scott Point Process with Variance Gamma...
SatPiece
Piecewise Constant Saturated Pairwise Interaction Point...
Saturated
Saturated Pairwise Interaction model
scalardilate
Apply Scalar Dilation
scaletointerval
Rescale Data to Lie Between Specified Limits
scanLRTS
Likelihood Ratio Test Statistic for Scan Test
scanpp
Read Point Pattern From Data File
scan.test
Spatial Scan Test
segregation.test
Test of Spatial Segregation of Types
selfcrossing.psp
Crossing Points in a Line Segment Pattern
selfcut.psp
Cut Line Segments Where They Intersect
sessionLibs
Print Names and Version Numbers of Libraries Loaded
setcov
Set Covariance of a Window
shapley
Galaxies in the Shapley Supercluster
sharpen
Data Sharpening of Point Pattern
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
sidelengths.owin
Side Lengths of Enclosing Rectangle of a Window
simba
Simulated data from a two-group experiment with replication...
simdat
Simulated Point Pattern
simplenet
Simple Example of Linear Network
simplepanel
Simple Point-and-Click Interface Panels
simplify.owin
Approximate a Polygon by a Simpler Polygon
simulate.dppm
Simulation of Determinantal Point Process Model
simulate.kppm
Simulate a Fitted Cluster Point Process Model
simulate.lppm
Simulate a Fitted Point Process Model on a Linear Network
simulate.mppm
Simulate a Point Process Model Fitted to Several Point...
simulate.ppm
Simulate a Fitted Gibbs Point Process Model
simulate.slrm
Simulate a Fitted Spatial Logistic Regression Model
slrm
Spatial Logistic Regression
Smooth
Spatial smoothing of data
Smoothfun.ppp
Smooth Interpolation of Marks as a Spatial Function
Smooth.fv
Apply Smoothing to Function Values
Smooth.msr
Smooth a Signed or Vector-Valued Measure
Smooth.ppp
Spatial smoothing of observations at irregular points
Softcore
The Soft Core Point Process Model
solapply
Apply a Function Over a List and Obtain a List of Objects
solist
List of Two-Dimensional Spatial Objects
solutionset
Evaluate Logical Expression Involving Pixel Images and Return...
spatdim
Spatial Dimension of a Dataset
spatialcdf
Spatial Cumulative Distribution Function
spatstat-deprecated
Deprecated spatstat functions
spatstat-internal
Internal spatstat functions
spatstat.options
Internal Options in Spatstat Package
spatstat-package
The Spatstat Package
spiders
Spider Webs on Mortar Lines of a Brick Wall
split.hyperframe
Divide Hyperframe Into Subsets and Reassemble
split.im
Divide Image Into Sub-images
split.msr
Divide a Measure into Parts
split.ppp
Divide Point Pattern into Sub-patterns
split.ppx
Divide Multidimensional Point Pattern into Sub-patterns
spokes
Spokes pattern of dummy points
sporophores
Sporophores Data
spruces
Spruces Point Pattern
square
Square Window
stieltjes
Compute Integral of Function Against Cumulative Distribution
stienen
Stienen Diagram
stratrand
Stratified random point pattern
Strauss
The Strauss Point Process Model
StraussHard
The Strauss / Hard Core Point Process Model
studpermu.test
Studentised Permutation Test
subfits
Extract List of Individual Point Process Models
subset.hyperframe
Subset of Hyperframe Satisfying A Condition
subset.ppp
Subset of Point Pattern Satisfying A Condition
suffstat
Sufficient Statistic of Point Process Model
summary.anylist
Summary of a List of Things
summary.im
Summarizing a Pixel Image
summary.kppm
Summarizing a Fitted Cox or Cluster Point Process Model
summary.listof
Summary of a List of Things
summary.owin
Summary of a Spatial Window
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.solist
Summary of a List of Spatial Objects
summary.splitppp
Summary of a Split Point Pattern
sumouter
Compute Quadratic Forms
superimpose
Superimpose Several Geometric Patterns
superimpose.lpp
Superimpose Several Point Patterns on Linear Network
swedishpines
Swedish Pines Point Pattern
symbolmap
Graphics Symbol Map
tess
Create a Tessellation
texturemap
Texture Map
textureplot
Plot Image or Tessellation Using Texture Fill
thinNetwork
Remove Vertices or Segments from a Linear Network
thomas.estK
Fit the Thomas Point Process by Minimum Contrast
thomas.estpcf
Fit the Thomas Point Process by Minimum Contrast
tile.areas
Compute Areas of Tiles in a Tessellation
tileindex
Determine Which Tile Contains Each Given Point
tilenames
Names of Tiles in a Tessellation
tiles
Extract List of Tiles in a Tessellation
tiles.empty
Check For Empty Tiles in a Tessellation
timed
Record the Computation Time
transect.im
Pixel Values Along a Transect
transmat
Convert Pixel Array Between Different Conventions
treebranchlabels
Label Vertices of a Tree by Branch Membership
treeprune
Prune Tree to Given Level
triangulate.owin
Decompose Window into Triangles
trim.rectangle
Cut margins from rectangle
triplet.family
Triplet Interaction Family
Triplets
The Triplet Point Process Model
Tstat
Third order summary statistic
tweak.colourmap
Change Colour Values in a Colour Map
union.quad
Union of Data and Dummy Points
unique.ppp
Extract Unique Points from a Spatial Point Pattern
unitname
Name for Unit of Length
unmark
Remove Marks
unnormdensity
Weighted kernel smoother
unstack.msr
Separate a Vector Measure into its Scalar Components
unstack.ppp
Separate Multiple Columns of Marks
update.detpointprocfamily
Set Parameter Values in a Determinantal Point Process Model
update.interact
Update an Interpoint Interaction
update.kppm
Update a Fitted Cluster Point Process Model
update.ppm
Update a Fitted Point Process Model
update.rmhcontrol
Update Control Parameters of Metropolis-Hastings Algorithm
update.symbolmap
Update a Graphics Symbol Map.
urkiola
Urkiola Woods Point Pattern
valid
Check Whether Point Process Model is Valid
valid.detpointprocfamily
Check Validity of a Determinantal Point Process Model
valid.ppm
Check Whether Point Process Model is Valid
varblock
Estimate Variance of Summary Statistic by Subdivision
varcount
Predicted Variance of the Number of Points
vargamma.estK
Fit the Neyman-Scott Cluster Point Process with Variance...
vargamma.estpcf
Fit the Neyman-Scott Cluster Point Process with Variance...
vcov.kppm
Variance-Covariance Matrix for a Fitted Cluster Point Process...
vcov.mppm
Calculate Variance-Covariance Matrix for Fitted Multiple...
vcov.ppm
Variance-Covariance Matrix for a Fitted Point Process Model
vcov.slrm
Variance-Covariance Matrix for a Fitted Spatial Logistic...
vertices
Vertices of a Window
vesicles
Vesicles Data
volume
Volume of an Object
waka
Trees in Waka national park
waterstriders
Waterstriders data. Three independent replications of a...
weighted.median
Weighted Median, Quantiles or Variance
where.max
Find Location of Maximum in a Pixel Image
whist
Weighted Histogram
will.expand
Test Expansion Rule
Window
Extract or Change the Window of a Spatial Object
WindowOnly
Extract Window of Spatial Object
with.fv
Evaluate an Expression in a Function Table
with.hyperframe
Evaluate an Expression in Each Row of a Hyperframe
with.msr
Evaluate Expression Involving Components of a Measure
yardstick
Text, Arrow or Scale Bar in a Diagram
zapsmall.im
Rounding of Pixel Values
zclustermodel
Cluster Point Process Model

Files in this package

spatstat
spatstat/inst
spatstat/inst/CITATION
spatstat/inst/rawdata
spatstat/inst/rawdata/finpines
spatstat/inst/rawdata/finpines/finpines.txt
spatstat/inst/rawdata/gorillas
spatstat/inst/rawdata/gorillas/vegetation.asc
spatstat/inst/rawdata/sandholes
spatstat/inst/rawdata/sandholes/sandholes.jpg
spatstat/inst/rawdata/amacrine
spatstat/inst/rawdata/amacrine/amacrine.txt
spatstat/inst/rawdata/osteo
spatstat/inst/rawdata/osteo/osteo36.txt
spatstat/inst/rawdata/vesicles
spatstat/inst/rawdata/vesicles/vesicleswindow.txt
spatstat/inst/rawdata/vesicles/vesicles.csv
spatstat/inst/rawdata/vesicles/mitochondria.txt
spatstat/inst/rawdata/vesicles/vesiclesimage.tif
spatstat/inst/rawdata/vesicles/vesicles.txt
spatstat/inst/rawdata/vesicles/vesicleswindow.csv
spatstat/inst/rawdata/vesicles/vesiclesmask.tif
spatstat/inst/rawdata/vesicles/activezone.txt
spatstat/inst/rawdata/vesicles/presynapse.txt
spatstat/inst/doc
spatstat/inst/doc/datasets.Rnw
spatstat/inst/doc/getstart.pdf
spatstat/inst/doc/shapefiles.Rnw
spatstat/inst/doc/datasets.pdf
spatstat/inst/doc/updates.R
spatstat/inst/doc/updates.Rnw
spatstat/inst/doc/replicated.R
spatstat/inst/doc/replicated.pdf
spatstat/inst/doc/updates.pdf
spatstat/inst/doc/replicated.Rnw
spatstat/inst/doc/shapefiles.pdf
spatstat/inst/doc/getstart.R
spatstat/inst/doc/BEGINNER.txt
spatstat/inst/doc/shapefiles.R
spatstat/inst/doc/getstart.Rnw
spatstat/inst/doc/datasets.R
spatstat/inst/ratfor
spatstat/inst/ratfor/Makefile
spatstat/inst/ratfor/inxypOld.r
spatstat/inst/ratfor/dppll.r
spatstat/tests
spatstat/tests/badwindow.txt
spatstat/tests/testsNtoP.R
spatstat/tests/testsGtoK.R
spatstat/tests/testsLtoM.R
spatstat/tests/testsAtoF.R
spatstat/tests/testsStoZ.R
spatstat/tests/selfcross.txt
spatstat/tests/testsQtoR.R
spatstat/src
spatstat/src/fardist.c
spatstat/src/PerfectPenttinen.h
spatstat/src/linnncross.h
spatstat/src/close3pair.c
spatstat/src/linnndist.c
spatstat/src/linpairdist.c
spatstat/src/fastinterv.c
spatstat/src/closepair.c
spatstat/src/mhloop.h
spatstat/src/lixel.c
spatstat/src/distances.c
spatstat/src/functable.h
spatstat/src/triplets.c
spatstat/src/linvknndist.c
spatstat/src/KrectV3.h
spatstat/src/loccumx.h
spatstat/src/constants.h
spatstat/src/Kborder.c
spatstat/src/knnXdist.h
spatstat/src/nn3Ddist.h
spatstat/src/Kborder.h
spatstat/src/linearradius.c
spatstat/src/Knone.h
spatstat/src/KrectV1.h
spatstat/src/linalg.c
spatstat/src/nn3DdistX.h
spatstat/src/maxnnd.h
spatstat/src/linSnncross.c
spatstat/src/closefuns.h
spatstat/src/dist2.c
spatstat/src/utils.c
spatstat/src/nndistX.h
spatstat/src/exactdist.c
spatstat/src/corrections.c
spatstat/src/PerfectDiggleGratton.h
spatstat/src/Ediggra.c
spatstat/src/nndist.h
spatstat/src/localpcf.h
spatstat/src/PerfectStraussHard.h
spatstat/src/massdisthack.c
spatstat/src/minnnd.c
spatstat/src/mhsnoop.c
spatstat/src/xyseg.c
spatstat/src/knndistance.c
spatstat/src/geom3.h
spatstat/src/lineardisc.c
spatstat/src/nndistance.c
spatstat/src/dinfty.c
spatstat/src/PerfectHardcore.h
spatstat/src/geyer.c
spatstat/src/localpcf.c
spatstat/src/seg2pix.c
spatstat/src/lincrossdist.c
spatstat/src/Estrauss.c
spatstat/src/methas.c
spatstat/src/dwpure.c
spatstat/src/distmapbin.c
spatstat/src/dist2.h
spatstat/src/dgs.c
spatstat/src/distan3.c
spatstat/src/Knone.c
spatstat/src/PerfectDGS.h
spatstat/src/sphefrac.c
spatstat/src/bdrymask.c
spatstat/src/connect.c
spatstat/src/mhv1.h
spatstat/src/sparselinalg.c
spatstat/src/knndist.h
spatstat/src/mhsnoopdef.h
spatstat/src/inxyp.c
spatstat/src/Ediggatsti.c
spatstat/src/lookup.c
spatstat/src/straushm.c
spatstat/src/idw.c
spatstat/src/knngrid.h
spatstat/src/strauss.c
spatstat/src/call3d.c
spatstat/src/veegraf.c
spatstat/src/raster.h
spatstat/src/hardcore.c
spatstat/src/spasumsymout.h
spatstat/src/denspt.c
spatstat/src/discs.c
spatstat/src/exactPdist.c
spatstat/src/areaint.c
spatstat/src/Perfect.cc
spatstat/src/KrectFunDec.h
spatstat/src/rthin.c
spatstat/src/Krect.c
spatstat/src/KrectIncrem.h
spatstat/src/areapair.c
spatstat/src/yesno.h
spatstat/src/dist2dpath.c
spatstat/src/distseg.c
spatstat/src/diggra.c
spatstat/src/linSnncross.h
spatstat/src/mhv3.h
spatstat/src/linvdist.h
spatstat/src/nngrid.c
spatstat/src/discarea.c
spatstat/src/linvdist.c
spatstat/src/chunkloop.h
spatstat/src/scan.c
spatstat/src/minnnd.h
spatstat/src/PerfectStrauss.h
spatstat/src/pcf3.c
spatstat/src/straush.c
spatstat/src/linequad.h
spatstat/src/crossloop.h
spatstat/src/badgey.c
spatstat/src/ply.c
spatstat/src/linknnd.c
spatstat/src/mhsnoop.h
spatstat/src/sumsymouter.h
spatstat/src/sphevol.c
spatstat/src/looptest.h
spatstat/src/densptcross.c
spatstat/src/loccums.h
spatstat/src/methas.h
spatstat/src/fardist.h
spatstat/src/KrectBody.h
spatstat/src/dist2dpath.h
spatstat/src/pairloop.h
spatstat/src/linequad.c
spatstat/src/seg2pix.h
spatstat/src/quasirandom.c
spatstat/src/nnMDdist.c
spatstat/src/knn3Ddist.h
spatstat/src/mhv5.h
spatstat/src/fexitc.c
spatstat/src/nngrid.h
spatstat/src/KrectV4.h
spatstat/src/KrectV2.h
spatstat/src/Efiksel.c
spatstat/src/loccum.c
spatstat/src/k3.c
spatstat/src/g3.c
spatstat/src/trigraf.c
spatstat/src/poly2im.c
spatstat/src/penttinen.c
spatstat/src/fiksel.c
spatstat/src/mhv4.h
spatstat/src/knn3DdistX.h
spatstat/src/whist.c
spatstat/src/knngrid.c
spatstat/src/linnncross.c
spatstat/src/mhv2.h
spatstat/src/ply.h
spatstat/src/sftcr.c
spatstat/src/auctionbf.c
spatstat/src/f3.c
spatstat/src/digber.c
spatstat/src/lennard.c
spatstat/src/Egeyer.c
spatstat/src/multihard.c
spatstat/src/nn3Ddist.c
spatstat/src/areadiff.c
spatstat/src/getcif.c
spatstat/src/straussm.c
spatstat/NAMESPACE
spatstat/demo
spatstat/demo/sumfun.R
spatstat/demo/diagnose.R
spatstat/demo/data.R
spatstat/demo/00Index
spatstat/demo/spatstat.R
spatstat/NEWS
spatstat/data
spatstat/data/flu.rda
spatstat/data/japanesepines.rda
spatstat/data/residualspaper.rda
spatstat/data/anemones.rda
spatstat/data/bei.rda
spatstat/data/sporophores.rda
spatstat/data/lansing.rda
spatstat/data/bronzefilter.rda
spatstat/data/longleaf.rda
spatstat/data/hamster.rda
spatstat/data/gordon.rda
spatstat/data/dendrite.rda
spatstat/data/swedishpines.rda
spatstat/data/hyytiala.rda
spatstat/data/gorillas.rda
spatstat/data/simplenet.rda
spatstat/data/humberside.rda
spatstat/data/heather.rda
spatstat/data/cells.rda
spatstat/data/urkiola.rda
spatstat/data/ants.rda
spatstat/data/paracou.rda
spatstat/data/chorley.rda
spatstat/data/nbfires.rda
spatstat/data/waka.rda
spatstat/data/murchison.rda
spatstat/data/waterstriders.rda
spatstat/data/ganglia.rda
spatstat/data/bramblecanes.rda
spatstat/data/finpines.rda
spatstat/data/spiders.rda
spatstat/data/spruces.rda
spatstat/data/demohyper.rda
spatstat/data/vesicles.rda
spatstat/data/bdspots.rda
spatstat/data/letterR.rda
spatstat/data/redwoodfull.rda
spatstat/data/osteo.rda
spatstat/data/simba.rda
spatstat/data/datalist
spatstat/data/ponderosa.rda
spatstat/data/nztrees.rda
spatstat/data/clmfires.rda
spatstat/data/simdat.rda
spatstat/data/pyramidal.rda
spatstat/data/redwood.rda
spatstat/data/Kovesi.rda
spatstat/data/demopat.rda
spatstat/data/mucosa.rda
spatstat/data/copper.rda
spatstat/data/redwood3.rda
spatstat/data/chicago.rda
spatstat/data/shapley.rda
spatstat/data/betacells.rda
spatstat/data/austates.rda
spatstat/data/amacrine.rda
spatstat/R
spatstat/R/window.R
spatstat/R/Math.im.R
spatstat/R/penttinen.R
spatstat/R/classes.R
spatstat/R/affine.R
spatstat/R/density.lpp.R
spatstat/R/nndistlpp.R
spatstat/R/vcov.mppm.R
spatstat/R/ord.family.R
spatstat/R/exactPdt.R
spatstat/R/colourtools.R
spatstat/R/segtest.R
spatstat/R/sparsecommon.R
spatstat/R/cdftest.R
spatstat/R/dummy.R
spatstat/R/quantess.R
spatstat/R/lintess.R
spatstat/R/rmhexpand.R
spatstat/R/resolve.defaults.R
spatstat/R/round.R
spatstat/R/plot3d.R
spatstat/R/quadrattest.R
spatstat/R/Jest.R
spatstat/R/anova.mppm.R
spatstat/R/alltypes.R
spatstat/R/Gcom.R
spatstat/R/pairpiece.R
spatstat/R/varblock.R
spatstat/R/nnmap.R
spatstat/R/hybrid.family.R
spatstat/R/plot.ppm.R
spatstat/R/sigtrace.R
spatstat/R/wingeom.R
spatstat/R/funxy.R
spatstat/R/subfits.R
spatstat/R/clarkevans.R
spatstat/R/hypersub.R
spatstat/R/compileK.R
spatstat/R/vcov.kppm.R
spatstat/R/residuals.mppm.R
spatstat/R/ewcdf.R
spatstat/R/pairwise.R
spatstat/R/kmrs.R
spatstat/R/xypolygon.R
spatstat/R/edgeRipley.R
spatstat/R/bermantest.R
spatstat/R/subset.R
spatstat/R/nnclean.R
spatstat/R/clickppp.R
spatstat/R/relrisk.R
spatstat/R/relrisk.ppm.R
spatstat/R/defaultwin.R
spatstat/R/percy.R
spatstat/R/pcfmulti.inhom.R
spatstat/R/randomseg.R
spatstat/R/unstack.R
spatstat/R/pairs.im.R
spatstat/R/model.depends.R
spatstat/R/hasenvelope.R
spatstat/R/pairdistlpp.R
spatstat/R/rotmean.R
spatstat/R/hardcore.R
spatstat/R/plot.anylist.R
spatstat/R/kernel2d.R
spatstat/R/random.R
spatstat/R/ippm.R
spatstat/R/versions.R
spatstat/R/envelopelpp.R
spatstat/R/linim.R
spatstat/R/randommk.R
spatstat/R/triplet.family.R
spatstat/R/Tstat.R
spatstat/R/linearpcf.R
spatstat/R/xysegment.R
spatstat/R/hybrid.R
spatstat/R/Kmodel.R
spatstat/R/ho.R
spatstat/R/hierhard.R
spatstat/R/tess.R
spatstat/R/Jinhom.R
spatstat/R/nearestsegment.R
spatstat/R/Kest.R
spatstat/R/news.R
spatstat/R/distan3D.R
spatstat/R/fardist.R
spatstat/R/linnetsurgery.R
spatstat/R/quasirandom.R
spatstat/R/is.cadlag.R
spatstat/R/dummify.R
spatstat/R/rppm.R
spatstat/R/triangulate.R
spatstat/R/pairwise.family.R
spatstat/R/as.im.R
spatstat/R/cut.ppp.R
spatstat/R/FGmultiInhom.R
spatstat/R/rmhsnoop.R
spatstat/R/fiksel.R
spatstat/R/fitted.ppm.R
spatstat/R/rmhtemper.R
spatstat/R/density.psp.R
spatstat/R/plot.fv.R
spatstat/R/Math.linim.R
spatstat/R/distanxD.R
spatstat/R/clip.psp.R
spatstat/R/markcorr.R
spatstat/R/eval.fv.R
spatstat/R/closepairs.R
spatstat/R/rLGCP.R
spatstat/R/parres.R
spatstat/R/linearKmulti.R
spatstat/R/envelope3.R
spatstat/R/interact.R
spatstat/R/deldir.R
spatstat/R/dppmclass.R
spatstat/R/Kres.R
spatstat/R/tapplysum.R
spatstat/R/multihard.R
spatstat/R/infline.R
spatstat/R/intensity.R
spatstat/R/iplot.R
spatstat/R/mincontrast.R
spatstat/R/circdensity.R
spatstat/R/update.ppm.R
spatstat/R/psp.R
spatstat/R/profilepl.R
spatstat/R/texture.R
spatstat/R/hexagons.R
spatstat/R/rmhmodel.R
spatstat/R/linfun.R
spatstat/R/effectfun.R
spatstat/R/stienen.R
spatstat/R/Kcom.R
spatstat/R/superimpose.R
spatstat/R/randomlpp.R
spatstat/R/derivfv.R
spatstat/R/colourschemes.R
spatstat/R/rlabel.R
spatstat/R/connected.R
spatstat/R/evalcovar.R
spatstat/R/smooth.ppp.R
spatstat/R/distmap.R
spatstat/R/psp2pix.R
spatstat/R/nnmark.R
spatstat/R/convexify.R
spatstat/R/rescale.R
spatstat/R/nnorient.R
spatstat/R/bw.optim.R
spatstat/R/breakpts.R
spatstat/R/nndensity.R
spatstat/R/crossdistlpp.R
spatstat/R/multistrhard.R
spatstat/R/rhohat.R
spatstat/R/nnfun.R
spatstat/R/bw.diggle.R
spatstat/R/otherpackages.R
spatstat/R/pixellate.R
spatstat/R/allstats.R
spatstat/R/linnet.R
spatstat/R/layered.R
spatstat/R/vcov.ppm.R
spatstat/R/summary.kppm.R
spatstat/R/badgey.R
spatstat/R/solist.R
spatstat/R/marktable.R
spatstat/R/bc.R
spatstat/R/smoothfv.R
spatstat/R/plot.im.R
spatstat/R/Gest.R
spatstat/R/nncorr.R
spatstat/R/reach.R
spatstat/R/laslett.R
spatstat/R/simulate.detPPF.R
spatstat/R/split.ppx.R
spatstat/R/clusterset.R
spatstat/R/plot.fasp.R
spatstat/R/hierstrhard.R
spatstat/R/pppmatch.R
spatstat/R/ppx.R
spatstat/R/triplets.R
spatstat/R/summary.quad.R
spatstat/R/linearpcfmulti.R
spatstat/R/rotate.R
spatstat/R/unnormdensity.R
spatstat/R/rknn.R
spatstat/R/Kmulti.R
spatstat/R/areainter.R
spatstat/R/beginner.R
spatstat/R/marks.R
spatstat/R/disc.R
spatstat/R/quadclass.R
spatstat/R/transect.R
spatstat/R/pcf.R
spatstat/R/randomNS.R
spatstat/R/pp3.R
spatstat/R/objsurf.R
spatstat/R/linearmrkcon.R
spatstat/R/treebranches.R
spatstat/R/covariates.R
spatstat/R/progress.R
spatstat/R/adaptive.density.R
spatstat/R/lurking.R
spatstat/R/Kmulti.inhom.R
spatstat/R/First.R
spatstat/R/detpointprocfamilyfun.R
spatstat/R/plot.owin.R
spatstat/R/colourtables.R
spatstat/R/exactMPLEstrauss.R
spatstat/R/daogenton.R
spatstat/R/summary.im.R
spatstat/R/persp.im.R
spatstat/R/morisita.R
spatstat/R/hackglmm.R
spatstat/R/rmh.R
spatstat/R/weights.R
spatstat/R/bw.ppl.R
spatstat/R/cdf.test.mppm.R
spatstat/R/fitted.mppm.R
spatstat/R/pointsonlines.R
spatstat/R/mpl.R
spatstat/R/flipxy.R
spatstat/R/blur.R
spatstat/R/distfun.R
spatstat/R/residppm.R
spatstat/R/levelset.R
spatstat/R/strauss.R
spatstat/R/options.R
spatstat/R/zclustermodel.R
spatstat/R/diagram.R
spatstat/R/ppp.R
spatstat/R/covering.R
spatstat/R/symbolmap.R
spatstat/R/aaaa.R
spatstat/R/spatialcdf.R
spatstat/R/sparse3Darray.R
spatstat/R/clickpoly.R
spatstat/R/quadscheme.R
spatstat/R/lohboot.R
spatstat/R/boundingcircle.R
spatstat/R/rho2hat.R
spatstat/R/rescue.rectangle.R
spatstat/R/distfunlpp.R
spatstat/R/fii.R
spatstat/R/psst.R
spatstat/R/datasetup.R
spatstat/R/unique.ppp.R
spatstat/R/resid4plot.R
spatstat/R/rmhstart.R
spatstat/R/distances.psp.R
spatstat/R/lineardisc.R
spatstat/R/edit.R
spatstat/R/deltametric.R
spatstat/R/eem.R
spatstat/R/exactdt.R
spatstat/R/quadratresample.R
spatstat/R/quadratmtest.R
spatstat/R/images.R
spatstat/R/kernels.R
spatstat/R/fourierbasis.R
spatstat/R/ripras.R
spatstat/R/leverage.R
spatstat/R/rmhcontrol.R
spatstat/R/distances.R
spatstat/R/rose.R
spatstat/R/reduceformula.R
spatstat/R/iplotlayered.R
spatstat/R/nncross.R
spatstat/R/randomImage.R
spatstat/R/discarea.R
spatstat/R/anova.ppm.R
spatstat/R/qqplotppm.R
spatstat/R/eval.im.R
spatstat/R/suffstat.R
spatstat/R/clickjoin.R
spatstat/R/minkowski.R
spatstat/R/ppqq.R
spatstat/R/dgs.R
spatstat/R/Gres.R
spatstat/R/kppm.R
spatstat/R/ppm.R
spatstat/R/hierstrauss.R
spatstat/R/terse.R
spatstat/R/pairorient.R
spatstat/R/boundingbox.R
spatstat/R/nncross3D.R
spatstat/R/sparselinalg.R
spatstat/R/localpcf.R
spatstat/R/varcount.R
spatstat/R/copyExampleFiles.R
spatstat/R/rmh.default.R
spatstat/R/sharpen.R
spatstat/R/predict.ppm.R
spatstat/R/dclftest.R
spatstat/R/plot.ppp.R
spatstat/R/hermite.R
spatstat/R/areadiff.R
spatstat/R/pool.R
spatstat/R/units.R
spatstat/R/randomonlines.R
spatstat/R/dg.R
spatstat/R/split.ppp.R
spatstat/R/fv.R
spatstat/R/Kscaled.R
spatstat/R/slrm.R
spatstat/R/centroid.R
spatstat/R/ord.R
spatstat/R/Fest.R
spatstat/R/density.ppp.R
spatstat/R/pcfmulti.R
spatstat/R/lppm.R
spatstat/R/rat.R
spatstat/R/Iest.R
spatstat/R/rmh.ppm.R
spatstat/R/detPPF-class.R
spatstat/R/is.subset.owin.R
spatstat/R/scriptUtils.R
spatstat/R/scanstat.R
spatstat/R/hierarchy.R
spatstat/R/studpermutest.R
spatstat/R/weightedStats.R
spatstat/R/inforder.family.R
spatstat/R/util.R
spatstat/R/lennard.R
spatstat/R/lixellate.R
spatstat/R/rPerfect.R
spatstat/R/harmonic.R
spatstat/R/rshift.R
spatstat/R/replace.ppp.R
spatstat/R/nnfunlpp.R
spatstat/R/pairsat.family.R
spatstat/R/compareFit.R
spatstat/R/transmat.R
spatstat/R/distbdry.R
spatstat/R/pcfinhom.R
spatstat/R/Kinhom.R
spatstat/R/simulatelppm.R
spatstat/R/saturated.R
spatstat/R/psstA.R
spatstat/R/linequad.R
spatstat/R/logistic.R
spatstat/R/ordthresh.R
spatstat/R/fgk3.R
spatstat/R/mppm.R
spatstat/R/softcore.R
spatstat/R/dist2dpath.R
spatstat/R/vblogistic.R
spatstat/R/eval.fasp.R
spatstat/R/geyer.R
spatstat/R/quantiledensity.R
spatstat/R/rshift.psp.R
spatstat/R/periodify.R
spatstat/R/idw.R
spatstat/R/close3Dpairs.R
spatstat/R/istat.R
spatstat/R/interactions.R
spatstat/R/factors.R
spatstat/R/by.ppp.R
spatstat/R/diagnoseppm.R
spatstat/R/edgeTrans.R
spatstat/R/applynbd.R
spatstat/R/psstG.R
spatstat/R/addvar.R
spatstat/R/Gmulti.R
spatstat/R/satpiece.R
spatstat/R/pspcross.R
spatstat/R/distcdf.R
spatstat/R/minnndist.R
spatstat/R/summary.ppm.R
spatstat/R/hyperframe.R
spatstat/R/fryplot.R
spatstat/R/indices.R
spatstat/R/nndist.R
spatstat/R/clusterinfo.R
spatstat/R/measures.R
spatstat/R/setcov.R
spatstat/R/multistrauss.R
spatstat/R/morphology.R
spatstat/R/ppmclass.R
spatstat/R/randomtess.R
spatstat/R/rmhResolveTypes.R
spatstat/R/smoothfun.R
spatstat/R/quadratcount.R
spatstat/R/strausshard.R
spatstat/R/summary.mppm.R
spatstat/R/predictmppm.R
spatstat/R/rmhmodel.ppm.R
spatstat/R/linearK.R
spatstat/R/plot.mppm.R
spatstat/R/parameters.R
spatstat/R/hopskel.R
spatstat/R/localK.R
spatstat/R/primefactors.R
spatstat/R/poisson.R
spatstat/R/Hest.R
spatstat/R/interp.im.R
spatstat/R/Jmulti.R
spatstat/R/plot.plotppm.R
spatstat/R/edges2triangles.R
spatstat/R/auc.R
spatstat/R/concom.R
spatstat/R/clusterfunctions.R
spatstat/R/fasp.R
spatstat/R/Kmeasure.R
spatstat/R/formulae.R
spatstat/R/dppm.R
spatstat/R/GJfox.R
spatstat/R/hierpair.family.R
spatstat/R/simplepanel.R
spatstat/R/Ksector.R
spatstat/R/envelope.R
spatstat/R/listof.R
spatstat/R/linalg.R
spatstat/R/lpp.R
spatstat/R/pickoption.R
spatstat/R/multipair.util.R
spatstat/vignettes
spatstat/vignettes/datasets.Rnw
spatstat/vignettes/irregpoly.eps
spatstat/vignettes/hexagon.eps
spatstat/vignettes/shapefiles.Rnw
spatstat/vignettes/irregpoly.pdf
spatstat/vignettes/updates.Rnw
spatstat/vignettes/packagesizes.txt
spatstat/vignettes/replicated.Rnw
spatstat/vignettes/getstart.Rnw
spatstat/vignettes/hexagon.pdf
spatstat/MD5
spatstat/build
spatstat/build/vignette.rds
spatstat/DESCRIPTION
spatstat/man
spatstat/man/where.max.Rd
spatstat/man/rpoislpp.Rd
spatstat/man/dendrite.Rd
spatstat/man/as.boxx.Rd
spatstat/man/harmonic.Rd
spatstat/man/plot.ppm.Rd
spatstat/man/Kmodel.kppm.Rd
spatstat/man/thomas.estpcf.Rd
spatstat/man/Kcross.Rd
spatstat/man/anova.ppm.Rd
spatstat/man/distmap.owin.Rd
spatstat/man/MultiStrauss.Rd
spatstat/man/vertices.Rd
spatstat/man/nearest.raster.point.Rd
spatstat/man/boundingcircle.Rd
spatstat/man/Extract.lpp.Rd
spatstat/man/addvar.Rd
spatstat/man/Lest.Rd
spatstat/man/dfbetas.ppm.Rd
spatstat/man/plot.hyperframe.Rd
spatstat/man/valid.ppm.Rd
spatstat/man/Kdot.Rd
spatstat/man/plot.lppm.Rd
spatstat/man/bw.diggle.Rd
spatstat/man/mucosa.Rd
spatstat/man/insertVertices.Rd
spatstat/man/Kmodel.dppm.Rd
spatstat/man/union.quad.Rd
spatstat/man/compatible.Rd
spatstat/man/crossdist.lpp.Rd
spatstat/man/simba.Rd
spatstat/man/mean.linim.Rd
spatstat/man/segregation.test.Rd
spatstat/man/linearK.Rd
spatstat/man/plot.colourmap.Rd
spatstat/man/predict.kppm.Rd
spatstat/man/nnmark.Rd
spatstat/man/Kres.Rd
spatstat/man/inforder.family.Rd
spatstat/man/interp.im.Rd
spatstat/man/kernel.moment.Rd
spatstat/man/matclust.estpcf.Rd
spatstat/man/varcount.Rd
spatstat/man/pcf.fv.Rd
spatstat/man/as.linfun.Rd
spatstat/man/erosionAny.Rd
spatstat/man/beginner.Rd
spatstat/man/spatstat-package.Rd
spatstat/man/distmap.psp.Rd
spatstat/man/emend.ppm.Rd
spatstat/man/eval.im.Rd
spatstat/man/methods.dppm.Rd
spatstat/man/Fiksel.Rd
spatstat/man/summary.kppm.Rd
spatstat/man/default.dummy.Rd
spatstat/man/rotate.im.Rd
spatstat/man/rshift.Rd
spatstat/man/rotate.owin.Rd
spatstat/man/fixef.mppm.Rd
spatstat/man/berman.test.Rd
spatstat/man/pool.Rd
spatstat/man/BadGey.Rd
spatstat/man/rHardcore.Rd
spatstat/man/is.subset.owin.Rd
spatstat/man/infline.Rd
spatstat/man/thomas.estK.Rd
spatstat/man/shift.Rd
spatstat/man/edges2triangles.Rd
spatstat/man/runifdisc.Rd
spatstat/man/tile.areas.Rd
spatstat/man/F3est.Rd
spatstat/man/colourtools.Rd
spatstat/man/Tstat.Rd
spatstat/man/dppMatern.Rd
spatstat/man/CDF.Rd
spatstat/man/quadrat.test.Rd
spatstat/man/quadrats.Rd
spatstat/man/logLik.ppm.Rd
spatstat/man/anova.mppm.Rd
spatstat/man/suffstat.Rd
spatstat/man/WindowOnly.Rd
spatstat/man/spiders.Rd
spatstat/man/edges.Rd
spatstat/man/MultiStraussHard.Rd
spatstat/man/duplicated.ppp.Rd
spatstat/man/iplot.Rd
spatstat/man/dg.sigtrace.Rd
spatstat/man/ppp.Rd
spatstat/man/density.lpp.Rd
spatstat/man/rmh.ppm.Rd
spatstat/man/nncross.Rd
spatstat/man/as.rectangle.Rd
spatstat/man/rpoisppx.Rd
spatstat/man/crossdist.default.Rd
spatstat/man/rcellnumber.Rd
spatstat/man/summary.quad.Rd
spatstat/man/harmonise.Rd
spatstat/man/edges2vees.Rd
spatstat/man/rho2hat.Rd
spatstat/man/gordon.Rd
spatstat/man/G3est.Rd
spatstat/man/pcfdot.Rd
spatstat/man/dkernel.Rd
spatstat/man/quadratresample.Rd
spatstat/man/delaunayNetwork.Rd
spatstat/man/Poisson.Rd
spatstat/man/treebranchlabels.Rd
spatstat/man/distcdf.Rd
spatstat/man/plot.splitppp.Rd
spatstat/man/anemones.Rd
spatstat/man/selfcrossing.psp.Rd
spatstat/man/plot.fv.Rd
spatstat/man/as.data.frame.owin.Rd
spatstat/man/plot.influence.ppm.Rd
spatstat/man/rSSI.Rd
spatstat/man/contour.imlist.Rd
spatstat/man/pcf.fasp.Rd
spatstat/man/cut.ppp.Rd
spatstat/man/unnormdensity.Rd
spatstat/man/pairwise.family.Rd
spatstat/man/markvario.Rd
spatstat/man/nncorr.Rd
spatstat/man/is.ppp.Rd
spatstat/man/anylist.Rd
spatstat/man/Ord.Rd
spatstat/man/Jdot.Rd
spatstat/man/midpoints.psp.Rd
spatstat/man/stieltjes.Rd
spatstat/man/fitted.lppm.Rd
spatstat/man/predict.ppm.Rd
spatstat/man/envelope.Rd
spatstat/man/methods.objsurf.Rd
spatstat/man/npfun.Rd
spatstat/man/connected.ppp.Rd
spatstat/man/sporophores.Rd
spatstat/man/nnwhich.pp3.Rd
spatstat/man/SatPiece.Rd
spatstat/man/area.owin.Rd
spatstat/man/tiles.Rd
spatstat/man/unmark.Rd
spatstat/man/sharpen.Rd
spatstat/man/nztrees.Rd
spatstat/man/mincontrast.Rd
spatstat/man/rdpp.Rd
spatstat/man/valid.Rd
spatstat/man/Pairwise.Rd
spatstat/man/plot.cdftest.Rd
spatstat/man/hyperframe.Rd
spatstat/man/incircle.Rd
spatstat/man/HierHard.Rd
spatstat/man/is.hybrid.Rd
spatstat/man/kernel.squint.Rd
spatstat/man/diagnose.ppm.Rd
spatstat/man/linearpcfcross.inhom.Rd
spatstat/man/summary.listof.Rd
spatstat/man/box3.Rd
spatstat/man/gorillas.Rd
spatstat/man/identify.psp.Rd
spatstat/man/periodify.Rd
spatstat/man/methods.zclustermodel.Rd
spatstat/man/begins.Rd
spatstat/man/areaLoss.Rd
spatstat/man/Gcom.Rd
spatstat/man/pcfmulti.Rd
spatstat/man/quad.object.Rd
spatstat/man/Kmodel.Rd
spatstat/man/model.frame.ppm.Rd
spatstat/man/humberside.Rd
spatstat/man/as.im.Rd
spatstat/man/pool.rat.Rd
spatstat/man/Saturated.Rd
spatstat/man/cbind.hyperframe.Rd
spatstat/man/intensity.lpp.Rd
spatstat/man/msr.Rd
spatstat/man/clickpoly.Rd
spatstat/man/runiflpp.Rd
spatstat/man/clickjoin.Rd
spatstat/man/idw.Rd
spatstat/man/rlabel.Rd
spatstat/man/copper.Rd
spatstat/man/Kscaled.Rd
spatstat/man/append.psp.Rd
spatstat/man/ppm.object.Rd
spatstat/man/rcell.Rd
spatstat/man/interp.colourmap.Rd
spatstat/man/overlap.owin.Rd
spatstat/man/ellipse.Rd
spatstat/man/cauchy.estK.Rd
spatstat/man/triangulate.owin.Rd
spatstat/man/hyytiala.Rd
spatstat/man/linearpcfdot.Rd
spatstat/man/pairdist.Rd
spatstat/man/residuals.mppm.Rd
spatstat/man/as.mask.Rd
spatstat/man/as.data.frame.hyperframe.Rd
spatstat/man/affine.linnet.Rd
spatstat/man/layered.Rd
spatstat/man/progressreport.Rd
spatstat/man/summary.im.Rd
spatstat/man/Kest.Rd
spatstat/man/simplenet.Rd
spatstat/man/influence.ppm.Rd
spatstat/man/dg.test.Rd
spatstat/man/nnorient.Rd
spatstat/man/rmh.Rd
spatstat/man/Smooth.msr.Rd
spatstat/man/quadscheme.Rd
spatstat/man/hextess.Rd
spatstat/man/markstat.Rd
spatstat/man/clusterfield.Rd
spatstat/man/methods.rho2hat.Rd
spatstat/man/vargamma.estK.Rd
spatstat/man/pool.anylist.Rd
spatstat/man/austates.Rd
spatstat/man/scaletointerval.Rd
spatstat/man/intensity.ppp.Rd
spatstat/man/rgbim.Rd
spatstat/man/nndist.psp.Rd
spatstat/man/edge.Ripley.Rd
spatstat/man/dppapproxpcf.Rd
spatstat/man/quadrat.test.splitppp.Rd
spatstat/man/lengths.psp.Rd
spatstat/man/ppm.Rd
spatstat/man/nnfun.lpp.Rd
spatstat/man/quad.ppm.Rd
spatstat/man/Math.im.Rd
spatstat/man/allstats.Rd
spatstat/man/plot.linim.Rd
spatstat/man/qqplot.ppm.Rd
spatstat/man/as.matrix.im.Rd
spatstat/man/distfun.Rd
spatstat/man/Ldot.inhom.Rd
spatstat/man/inside.boxx.Rd
spatstat/man/npoints.Rd
spatstat/man/residualspaper.Rd
spatstat/man/default.rmhcontrol.Rd
spatstat/man/update.rmhcontrol.Rd
spatstat/man/blur.Rd
spatstat/man/rjitter.Rd
spatstat/man/pairs.im.Rd
spatstat/man/as.data.frame.psp.Rd
spatstat/man/contour.im.Rd
spatstat/man/nndist.ppx.Rd
spatstat/man/affine.owin.Rd
spatstat/man/as.ppm.Rd
spatstat/man/bdist.tiles.Rd
spatstat/man/boundingbox.Rd
spatstat/man/lintess.Rd
spatstat/man/dclf.test.Rd
spatstat/man/pairdist.ppp.Rd
spatstat/man/envelope.pp3.Rd
spatstat/man/localKinhom.Rd
spatstat/man/update.symbolmap.Rd
spatstat/man/split.ppp.Rd
spatstat/man/default.expand.Rd
spatstat/man/Smooth.fv.Rd
spatstat/man/valid.detpointprocfamily.Rd
spatstat/man/grow.rectangle.Rd
spatstat/man/rpoispp3.Rd
spatstat/man/methods.linim.Rd
spatstat/man/Extract.ppp.Rd
spatstat/man/dirichletAreas.Rd
spatstat/man/spokes.Rd
spatstat/man/predict.mppm.Rd
spatstat/man/update.kppm.Rd
spatstat/man/nndist.pp3.Rd
spatstat/man/Extract.hyperframe.Rd
spatstat/man/pppmatching.Rd
spatstat/man/flu.Rd
spatstat/man/subset.ppp.Rd
spatstat/man/coef.ppm.Rd
spatstat/man/plot.kppm.Rd
spatstat/man/selfcut.psp.Rd
spatstat/man/pairdist.lpp.Rd
spatstat/man/convolve.im.Rd
spatstat/man/methods.pp3.Rd
spatstat/man/compatible.fv.Rd
spatstat/man/rescale.psp.Rd
spatstat/man/Extract.psp.Rd
spatstat/man/im.apply.Rd
spatstat/man/Jcross.Rd
spatstat/man/unitname.Rd
spatstat/man/dppkernel.Rd
spatstat/man/treeprune.Rd
spatstat/man/quadscheme.logi.Rd
spatstat/man/spatdim.Rd
spatstat/man/anova.lppm.Rd
spatstat/man/MinkowskiSum.Rd
spatstat/man/shift.im.Rd
spatstat/man/pool.fasp.Rd
spatstat/man/methods.fii.Rd
spatstat/man/clmfires.Rd
spatstat/man/lppm.Rd
spatstat/man/copyExampleFiles.Rd
spatstat/man/Extract.fv.Rd
spatstat/man/Extract.listof.Rd
spatstat/man/inside.owin.Rd
spatstat/man/LambertW.Rd
spatstat/man/bw.frac.Rd
spatstat/man/kaplan.meier.Rd
spatstat/man/simulate.slrm.Rd
spatstat/man/as.polygonal.Rd
spatstat/man/hist.im.Rd
spatstat/man/colourmap.Rd
spatstat/man/Window.Rd
spatstat/man/simulate.ppm.Rd
spatstat/man/ewcdf.Rd
spatstat/man/pixelcentres.Rd
spatstat/man/with.fv.Rd
spatstat/man/nbfires.Rd
spatstat/man/as.matrix.owin.Rd
spatstat/man/logLik.slrm.Rd
spatstat/man/Gmulti.Rd
spatstat/man/intersect.owin.Rd
spatstat/man/owin.Rd
spatstat/man/Gfox.Rd
spatstat/man/distmap.ppp.Rd
spatstat/man/is.dppm.Rd
spatstat/man/nndist.lpp.Rd
spatstat/man/integral.msr.Rd
spatstat/man/Kovesi.Rd
spatstat/man/coef.slrm.Rd
spatstat/man/plot.quadrattest.Rd
spatstat/man/anova.slrm.Rd
spatstat/man/model.matrix.slrm.Rd
spatstat/man/sidelengths.owin.Rd
spatstat/man/update.ppm.Rd
spatstat/man/rotate.Rd
spatstat/man/rescue.rectangle.Rd
spatstat/man/dirichletVertices.Rd
spatstat/man/intensity.dppm.Rd
spatstat/man/emend.Rd
spatstat/man/eem.Rd
spatstat/man/edge.Trans.Rd
spatstat/man/japanesepines.Rd
spatstat/man/Kdot.inhom.Rd
spatstat/man/pairsat.family.Rd
spatstat/man/FmultiInhom.Rd
spatstat/man/dppPowerExp.Rd
spatstat/man/Extract.anylist.Rd
spatstat/man/rescale.ppp.Rd
spatstat/man/Jest.Rd
spatstat/man/spatstat-deprecated.Rd
spatstat/man/markcorr.Rd
spatstat/man/split.msr.Rd
spatstat/man/detpointprocfamilyfun.Rd
spatstat/man/plot.msr.Rd
spatstat/man/as.layered.Rd
spatstat/man/summary.anylist.Rd
spatstat/man/bind.fv.Rd
spatstat/man/perimeter.Rd
spatstat/man/fitin.Rd
spatstat/man/Hardcore.Rd
spatstat/man/harmonise.fv.Rd
spatstat/man/chorley.Rd
spatstat/man/pppmatching.object.Rd
spatstat/man/rDiggleGratton.Rd
spatstat/man/logLik.mppm.Rd
spatstat/man/quadratcount.Rd
spatstat/man/plot.fasp.Rd
spatstat/man/plot.layered.Rd
spatstat/man/relrisk.ppm.Rd
spatstat/man/osteo.Rd
spatstat/man/lut.Rd
spatstat/man/density.ppp.Rd
spatstat/man/auc.Rd
spatstat/man/linearKdot.inhom.Rd
spatstat/man/adaptive.density.Rd
spatstat/man/Emark.Rd
spatstat/man/fasp.object.Rd
spatstat/man/rmhmodel.default.Rd
spatstat/man/invoke.symbolmap.Rd
spatstat/man/grow.boxx.Rd
spatstat/man/plot.anylist.Rd
spatstat/man/discretise.Rd
spatstat/man/crossdist.Rd
spatstat/man/coords.Rd
spatstat/man/square.Rd
spatstat/man/summary.ppm.Rd
spatstat/man/rmhexpand.Rd
spatstat/man/is.multitype.ppp.Rd
spatstat/man/superimpose.lpp.Rd
spatstat/man/scanpp.Rd
spatstat/man/transmat.Rd
spatstat/man/rmpoint.Rd
spatstat/man/intensity.ppm.Rd
spatstat/man/rThomas.Rd
spatstat/man/shapley.Rd
spatstat/man/as.hyperframe.ppx.Rd
spatstat/man/plot.scan.test.Rd
spatstat/man/is.ppm.Rd
spatstat/man/fardist.Rd
spatstat/man/plot.texturemap.Rd
spatstat/man/Extract.splitppp.Rd
spatstat/man/dppeigen.Rd
spatstat/man/imcov.Rd
spatstat/man/linearmarkconnect.Rd
spatstat/man/Extract.solist.Rd
spatstat/man/triplet.family.Rd
spatstat/man/plot.rppm.Rd
spatstat/man/centroid.owin.Rd
spatstat/man/yardstick.Rd
spatstat/man/vcov.kppm.Rd
spatstat/man/Softcore.Rd
spatstat/man/symbolmap.Rd
spatstat/man/K3est.Rd
spatstat/man/rpoislinetess.Rd
spatstat/man/simulate.dppm.Rd
spatstat/man/Extract.fasp.Rd
spatstat/man/pseudoR2.Rd
spatstat/man/Kmodel.ppm.Rd
spatstat/man/clickppp.Rd
spatstat/man/rCauchy.Rd
spatstat/man/Math.linim.Rd
spatstat/man/density.psp.Rd
spatstat/man/pool.quadrattest.Rd
spatstat/man/split.im.Rd
spatstat/man/project2set.Rd
spatstat/man/pcf.ppp.Rd
spatstat/man/diameter.linnet.Rd
spatstat/man/rMaternII.Rd
spatstat/man/Gest.Rd
spatstat/man/ranef.mppm.Rd
spatstat/man/nnwhich.Rd
spatstat/man/is.marked.ppp.Rd
spatstat/man/print.psp.Rd
spatstat/man/is.stationary.Rd
spatstat/man/LennardJones.Rd
spatstat/man/redwoodfull.Rd
spatstat/man/closing.Rd
spatstat/man/dppCauchy.Rd
spatstat/man/solist.Rd
spatstat/man/pppdist.Rd
spatstat/man/fitted.slrm.Rd
spatstat/man/as.function.fv.Rd
spatstat/man/unique.ppp.Rd
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