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.

AuthorAdrian Baddeley <>, Rolf Turner <> and Ege Rubak <>, with substantial contributions of code by Kasper Klitgaard Berthelsen; Ottmar Cronie; Yongtao Guan; Ute Hahn; Abdollah Jalilian; Marie-Colette van Lieshout; Tuomas Rajala; Suman Rakshit; Dominic Schuhmacher; Rasmus Waagepetersen; and Hangsheng Wang. 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; K. Colyvas; 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. Najari; 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 publication2016-12-22 10:53:41
MaintainerAdrian Baddeley <>
LicenseGPL (>= 2)

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 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 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 Coerce Hyperframe to Data Frame Convert Pixel Image to Data Frame Convert Window to Data Frame Coerce Point Pattern to a Data Frame Coerce Line Segment Pattern to a Data Frame Convert Tessellation to Data Frame

as.function.fv: Convert Function Value Table to Function 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... 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 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 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

bugfixes: List Recent Bug Fixes

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 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

closetriples: Close Triples of Points

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 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 plot of pixel image

contour.imlist: Array of Contour Plots

convexhull: Convex Hull

convexhull.xy: Convex Hull of Points

convexify: Weil's Convexifying Operation 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.linnet: Crossing Points between Linear Network and Other Lines

crossing.psp: Crossing Points of Two Line Segment Patterns Convert Pixel Image from Numeric to Factor

cut.lpp: Classify Points in a Point Pattern on a Network

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

dimhat: Estimate Dimension of Central Subspace

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 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 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.ssf: Subset of spatially sampled function

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 Make Pixel Images Compatible

harmonise.owin: Make Windows Compatible

has.close: Check Whether Points Have Close Neighbours

headtail: First or Last Part of a Spatial Pattern

heather: Diggle's Heather Data

Hest: Spherical Contact Distribution Function

hextess: Hexagonal Grid or Tessellation

HierHard: The Hierarchical Hard Core Point Process Model Hierarchical Pairwise Interaction Process Family

HierStrauss: The Hierarchical Strauss Point Process Model

HierStraussHard: The Hierarchical Strauss Hard Core Point Process Model 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 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 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 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 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 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... 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 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

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... S3 Group Generic methods for images

Math.linim: S3 Group Generic Methods for Images on a Linear Network

matrixpower: Power of a Matrix

maxnndist: Compute Minimum or Maximum Nearest-Neighbour Distance 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.ssf: Methods for Spatially Sampled Functions

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 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... Saturated Pairwise Interaction Point Process Family Scatterplot Matrix for Pixel Images

pairs.linim: Scatterplot Matrix for Pixel Images on a Linear Network

Pairwise: Generic Pairwise Interaction model 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 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 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.lintess: Plot a Tessellation on 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.ssf: Plot a Spatially Sampled Function

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

points.lpp: Draw Points on Existing Plot

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 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

psib: Sibling Probability of Cluster Point Process

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... Sample Quantiles of Pixel Image

quasirandom: Quasirandom Patterns

rags: Alternating Gibbs Sampler for Multitype Point Processes

ragsAreaInter: Alternating Gibbs Sampler for Area-Interaction Process

ragsMultiHard: Alternating Gibbs Sampler for Multitype Hard Core Process

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 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 Reset Values in Subset of Image

requireversion: Require a Specific Version of a Package

rescale: Convert dataset to another unit of length 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

rlpp: Random Points on a Linear Network

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 a Pixel Image

rotate.infline: Rotate or Shift Infinite Lines

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

sdr: Sufficient Dimension Reduction

sdrPredict: Compute Predictors from Sufficient Dimension Reduction

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 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

Smooth.ssf: Smooth a Spatially Sampled Function

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 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

ssf: Spatially Sampled Function

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

subspaceDistance: Distance Between Linear Spaces

suffstat: Sufficient Statistic of Point Process Model

summary.anylist: Summary of a List of Things 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

timeTaken: Extract the Total Computation Time 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 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

whichhalfplane: Test Which Side of Infinite Line a Point Falls On

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

with.ssf: Evaluate Expression in a Spatially Sampled Function

yardstick: Text, Arrow or Scale Bar in a Diagram Rounding of Pixel Values

zclustermodel: Cluster Point Process Model

Files in this package

spatstat/R/window.R spatstat/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/ 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/sdr.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/ 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/ 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/ssf.R spatstat/R/linim.R spatstat/R/randommk.R spatstat/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/bugtable.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/ spatstat/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/rags.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/ 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/hasclose.R spatstat/R/covariates.R spatstat/R/matrixpower.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/ spatstat/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/ 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/headtail.R spatstat/R/weightedStats.R spatstat/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/ 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/ 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/ 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/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/ spatstat/man/ 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/ spatstat/man/rags.Rd spatstat/man/methods.dppm.Rd spatstat/man/Fiksel.Rd spatstat/man/summary.kppm.Rd spatstat/man/default.dummy.Rd spatstat/man/ spatstat/man/rshift.Rd spatstat/man/subspaceDistance.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/timeTaken.Rd spatstat/man/rpoisppx.Rd spatstat/man/crossdist.default.Rd spatstat/man/rcellnumber.Rd spatstat/man/summary.quad.Rd spatstat/man/Extract.ssf.Rd spatstat/man/harmonise.Rd spatstat/man/edges2vees.Rd spatstat/man/sdr.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 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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/points.lpp.Rd spatstat/man/as.polygonal.Rd spatstat/man/ 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/psib.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/ 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/dimhat.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/ 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/ spatstat/man/project2set.Rd spatstat/man/pcf.ppp.Rd spatstat/man/diameter.linnet.Rd spatstat/man/rMaternII.Rd spatstat/man/Gest.Rd spatstat/man/plot.ssf.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/with.ssf.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 spatstat/man/demohyper.Rd spatstat/man/miplot.Rd spatstat/man/fv.object.Rd spatstat/man/affine.psp.Rd spatstat/man/pcfdot.inhom.Rd spatstat/man/Smooth.ssf.Rd spatstat/man/rsyst.Rd spatstat/man/bdspots.Rd spatstat/man/ spatstat/man/rshift.psp.Rd spatstat/man/rstrat.Rd spatstat/man/unstack.ppp.Rd spatstat/man/StraussHard.Rd spatstat/man/plot.mppm.Rd spatstat/man/ spatstat/man/rmhstart.Rd spatstat/man/improve.kppm.Rd spatstat/man/Kmeasure.Rd spatstat/man/Extract.influence.ppm.Rd spatstat/man/convexhull.Rd spatstat/man/with.msr.Rd spatstat/man/ spatstat/man/crossdist.ppx.Rd spatstat/man/psstG.Rd spatstat/man/intensity.ppx.Rd spatstat/man/connected.Rd spatstat/man/pairdist.psp.Rd spatstat/man/Extract.ppx.Rd spatstat/man/applynbd.Rd spatstat/man/ragsAreaInter.Rd spatstat/man/setcov.Rd spatstat/man/methods.box3.Rd spatstat/man/by.ppp.Rd spatstat/man/Jinhom.Rd spatstat/man/lgcp.estpcf.Rd spatstat/man/runifpointOnLines.Rd spatstat/man/model.depends.Rd spatstat/man/markcrosscorr.Rd spatstat/man/Frame.Rd spatstat/man/dppapproxkernel.Rd spatstat/man/pixellate.psp.Rd spatstat/man/methods.ssf.Rd spatstat/man/studpermu.test.Rd spatstat/man/Kmulti.Rd spatstat/man/Gres.Rd spatstat/man/runifpoint.Rd spatstat/man/affine.Rd spatstat/man/ppx.Rd spatstat/man/finpines.Rd spatstat/man/nncross.lpp.Rd spatstat/man/methods.linnet.Rd spatstat/man/predict.dppm.Rd spatstat/man/Linhom.Rd spatstat/man/summary.solist.Rd spatstat/man/Lcross.inhom.Rd spatstat/man/erosion.Rd spatstat/man/ spatstat/man/cells.Rd spatstat/man/thinNetwork.Rd spatstat/man/nnclean.Rd spatstat/man/mppm.Rd spatstat/man/convexhull.xy.Rd spatstat/man/pairdist.ppx.Rd spatstat/man/cauchy.estpcf.Rd spatstat/man/eval.fv.Rd spatstat/man/Finhom.Rd spatstat/man/rex.Rd spatstat/man/objsurf.Rd spatstat/man/Jmulti.Rd spatstat/man/Lcross.Rd spatstat/man/hopskel.Rd spatstat/man/reduced.sample.Rd spatstat/man/quasirandom.Rd spatstat/man/pixellate.owin.Rd spatstat/man/pixellate.ppp.Rd spatstat/man/dirichlet.Rd spatstat/man/Extract.owin.Rd spatstat/man/summary.ppp.Rd spatstat/man/project2segment.Rd spatstat/man/pcfinhom.Rd spatstat/man/im.object.Rd spatstat/man/disc.Rd spatstat/man/affine.ppp.Rd spatstat/man/Kest.fft.Rd spatstat/man/effectfun.Rd spatstat/man/methods.ppx.Rd spatstat/man/as.linim.Rd spatstat/man/rPoissonCluster.Rd spatstat/man/ spatstat/man/vcov.mppm.Rd spatstat/man/Geyer.Rd spatstat/man/methods.layered.Rd spatstat/man/vargamma.estpcf.Rd spatstat/man/texturemap.Rd spatstat/man/deltametric.Rd spatstat/man/collapse.fv.Rd spatstat/man/mergeLevels.Rd spatstat/man/hamster.Rd spatstat/man/deletebranch.Rd spatstat/man/nsegments.Rd spatstat/man/pairorient.Rd spatstat/man/logLik.kppm.Rd spatstat/man/MultiHard.Rd spatstat/man/tess.Rd spatstat/man/crossdist.psp.Rd spatstat/man/lansing.Rd spatstat/man/rmhmodel.ppm.Rd spatstat/man/ponderosa.Rd spatstat/man/Triplets.Rd spatstat/man/ spatstat/man/ spatstat/man/psp.object.Rd spatstat/man/spatstat-internal.Rd spatstat/man/methods.lpp.Rd spatstat/man/solutionset.Rd spatstat/man/expand.owin.Rd spatstat/man/clusterfit.Rd spatstat/man/discpartarea.Rd spatstat/man/linearpcf.Rd spatstat/man/relrisk.ppp.Rd spatstat/man/diameter.owin.Rd spatstat/man/print.ppp.Rd spatstat/man/corners.Rd spatstat/man/plot.solist.Rd spatstat/man/lineardisc.Rd spatstat/man/Ldot.Rd spatstat/man/is.convex.Rd spatstat/man/DiggleGatesStibbard.Rd spatstat/man/crossdist.pp3.Rd spatstat/man/logLik.dppm.Rd spatstat/man/bw.smoothppp.Rd spatstat/man/rlinegrid.Rd spatstat/man/spatstat.options.Rd spatstat/man/ppmInfluence.Rd spatstat/man/marks.Rd spatstat/man/stienen.Rd spatstat/man/rmpoispp.Rd spatstat/man/linearpcfinhom.Rd spatstat/man/simplify.owin.Rd spatstat/man/moribund.Rd spatstat/man/alltypes.Rd spatstat/man/ spatstat/man/closetriples.Rd spatstat/man/parres.Rd spatstat/man/plot.textstring.Rd spatstat/man/compileK.Rd spatstat/man/plot.onearrow.Rd spatstat/man/as.tess.Rd spatstat/man/clickdist.Rd spatstat/man/Ksector.Rd spatstat/man/parameters.Rd spatstat/man/summary.psp.Rd spatstat/man/rmh.default.Rd spatstat/man/pp3.Rd spatstat/man/Extract.leverage.ppm.Rd spatstat/man/localK.Rd spatstat/man/rVarGamma.Rd spatstat/man/headtail.Rd spatstat/man/round.ppp.Rd spatstat/man/pool.fv.Rd spatstat/man/as.linnet.linim.Rd spatstat/man/pixellate.Rd spatstat/man/layerplotargs.Rd spatstat/man/delaunay.Rd spatstat/man/eroded.areas.Rd spatstat/man/plot.envelope.Rd spatstat/man/intensity.quadratcount.Rd spatstat/man/Extract.linim.Rd spatstat/man/nncross.pp3.Rd spatstat/man/diameter.boxx.Rd spatstat/man/split.ppx.Rd spatstat/man/branchlabelfun.Rd spatstat/man/methods.units.Rd spatstat/man/panel.contour.Rd spatstat/man/rpoint.Rd spatstat/man/is.rectangle.Rd spatstat/man/with.hyperframe.Rd spatstat/man/split.hyperframe.Rd spatstat/man/fvnames.Rd spatstat/man/maxnndist.Rd spatstat/man/as.linnet.psp.Rd spatstat/man/Extract.linnet.Rd spatstat/man/Gcross.Rd spatstat/man/plot.laslett.Rd spatstat/man/rLGCP.Rd spatstat/man/ spatstat/man/rmhmodel.list.Rd spatstat/man/integral.linim.Rd spatstat/man/intersect.tess.Rd spatstat/man/areaGain.Rd spatstat/man/model.images.Rd spatstat/man/clusterkernel.Rd spatstat/man/plot.bermantest.Rd spatstat/man/solapply.Rd spatstat/man/rMosaicSet.Rd spatstat/man/Extract.tess.Rd spatstat/man/as.mask.psp.Rd spatstat/man/rMosaicField.Rd spatstat/man/leverage.ppm.Rd spatstat/man/dppspecdenrange.Rd spatstat/man/Strauss.Rd spatstat/man/Hest.Rd spatstat/man/spatialcdf.Rd spatstat/man/dclf.progress.Rd spatstat/man/envelope.lpp.Rd spatstat/man/redwood.Rd spatstat/man/marks.psp.Rd spatstat/man/rlpp.Rd spatstat/man/runifpointx.Rd spatstat/man/ppm.ppp.Rd spatstat/man/funxy.Rd spatstat/man/reload.or.compute.Rd spatstat/man/divide.linnet.Rd spatstat/man/Fest.Rd spatstat/man/as.owin.Rd spatstat/man/matclust.estK.Rd spatstat/man/rpoisline.Rd spatstat/man/commonGrid.Rd spatstat/man/connected.linnet.Rd spatstat/man/rescale.owin.Rd spatstat/man/bw.ppl.Rd spatstat/man/dppBessel.Rd spatstat/man/ spatstat/man/dilation.Rd spatstat/man/tiles.empty.Rd spatstat/man/ripras.Rd spatstat/man/print.ppm.Rd spatstat/man/nnwhich.lpp.Rd spatstat/man/bc.ppm.Rd spatstat/man/methods.kppm.Rd spatstat/man/chicago.Rd spatstat/man/pool.envelope.Rd spatstat/man/rescale.Rd spatstat/man/coef.mppm.Rd spatstat/man/fitted.mppm.Rd spatstat/man/update.interact.Rd spatstat/man/circdensity.Rd spatstat/man/runifpoint3.Rd spatstat/man/linearKcross.Rd spatstat/man/whichhalfplane.Rd spatstat/man/plot.dppm.Rd spatstat/man/dg.progress.Rd spatstat/man/rStrauss.Rd spatstat/man/is.owin.Rd spatstat/man/dummy.ppm.Rd spatstat/man/rpoisppOnLines.Rd spatstat/man/dppparbounds.Rd spatstat/man/tweak.colourmap.Rd spatstat/man/diameter.Rd spatstat/man/plot.psp.Rd spatstat/man/ragsMultiHard.Rd spatstat/man/Kinhom.Rd spatstat/man/nndensity.Rd spatstat/man/chop.tess.Rd spatstat/man/letterR.Rd spatstat/man/nnfun.Rd spatstat/man/shift.psp.Rd spatstat/man/linearKdot.Rd spatstat/man/residuals.kppm.Rd spatstat/man/prune.rppm.Rd spatstat/man/is.marked.Rd spatstat/man/ spatstat/man/murchison.Rd spatstat/man/plot.slrm.Rd spatstat/man/predict.lppm.Rd spatstat/man/Smoothfun.ppp.Rd spatstat/man/simulate.kppm.Rd spatstat/man/unstack.msr.Rd spatstat/man/covering.Rd spatstat/man/plot.linnet.Rd spatstat/man/demopat.Rd spatstat/man/perspPoints.Rd spatstat/man/add.texture.Rd spatstat/man/rtemper.Rd spatstat/man/markconnect.Rd spatstat/man/fryplot.Rd spatstat/man/vesicles.Rd spatstat/man/rmhmodel.Rd spatstat/man/fv.Rd spatstat/man/rknn.Rd spatstat/man/Concom.Rd spatstat/man/gridweights.Rd spatstat/man/predict.rppm.Rd spatstat/man/Gdot.Rd spatstat/man/as.interact.Rd spatstat/man/plot.quad.Rd spatstat/man/print.quad.Rd spatstat/man/endpoints.psp.Rd spatstat/man/nndist.Rd spatstat/man/rose.Rd spatstat/man/quantile.density.Rd spatstat/man/rotmean.Rd spatstat/man/Kcross.inhom.Rd spatstat/man/envelope.envelope.Rd spatstat/man/dg.envelope.Rd spatstat/man/plot.lpp.Rd spatstat/man/formula.fv.Rd spatstat/man/PPversion.Rd spatstat/man/subset.hyperframe.Rd spatstat/man/increment.fv.Rd spatstat/man/roc.Rd spatstat/man/dilated.areas.Rd spatstat/man/as.lpp.Rd spatstat/man/HierStrauss.Rd spatstat/man/fitted.ppm.Rd spatstat/man/rMatClust.Rd spatstat/man/methods.boxx.Rd spatstat/man/scalardilate.Rd spatstat/man/Iest.Rd spatstat/man/plot.plotppm.Rd spatstat/man/sumouter.Rd spatstat/man/linearpcfcross.Rd spatstat/man/bramblecanes.Rd spatstat/man/pcf.Rd spatstat/man/nnwhich.ppx.Rd spatstat/man/bdist.pixels.Rd spatstat/man/simulate.mppm.Rd spatstat/man/im.Rd spatstat/man/identify.ppp.Rd spatstat/man/vcov.slrm.Rd spatstat/man/PairPiece.Rd spatstat/man/bw.relrisk.Rd spatstat/man/HierStraussHard.Rd spatstat/man/ spatstat/man/rmhcontrol.Rd spatstat/man/pairdist.pp3.Rd spatstat/man/convexify.Rd spatstat/man/bw.stoyan.Rd spatstat/man/summary.splitppp.Rd spatstat/man/ spatstat/man/layout.boxes.Rd spatstat/man/foo.Rd spatstat/man/levelset.Rd spatstat/man/ spatstat/man/quantess.Rd spatstat/man/textureplot.Rd spatstat/man/nestsplit.Rd spatstat/man/simdat.Rd spatstat/man/ spatstat/man/linearKinhom.Rd spatstat/man/cdf.test.Rd spatstat/man/complement.owin.Rd spatstat/man/plot.pp3.Rd spatstat/man/swedishpines.Rd spatstat/man/trim.rectangle.Rd spatstat/man/quadrat.test.mppm.Rd spatstat/man/as.fv.Rd spatstat/man/varblock.Rd spatstat/man/longleaf.Rd spatstat/man/reflect.Rd spatstat/man/shift.ppp.Rd spatstat/man/exactMPLEstrauss.Rd spatstat/man/dppm.Rd spatstat/man/heather.Rd spatstat/man/delaunayDistance.Rd spatstat/man/GmultiInhom.Rd spatstat/man/rGaussPoisson.Rd spatstat/man/gridcentres.Rd spatstat/man/slrm.Rd spatstat/man/concatxy.Rd spatstat/man/is.multitype.ppm.Rd spatstat/man/fourierbasis.Rd spatstat/man/vcov.ppm.Rd spatstat/man/kppm.Rd spatstat/man/ spatstat/man/rDGS.Rd spatstat/man/closepairs.pp3.Rd spatstat/man/clip.infline.Rd spatstat/man/methods.slrm.Rd spatstat/man/marktable.Rd spatstat/man/ spatstat/man/subfits.Rd spatstat/man/rPenttinen.Rd spatstat/man/as.ppp.Rd spatstat/man/gauss.hermite.Rd spatstat/man/plot.imlist.Rd spatstat/man/lohboot.Rd spatstat/man/range.fv.Rd spatstat/man/psp.Rd spatstat/man/paracou.Rd spatstat/man/linearKcross.inhom.Rd spatstat/man/pixelquad.Rd spatstat/man/requireversion.Rd spatstat/man/plot.owin.Rd spatstat/man/plot.ppp.Rd spatstat/man/reach.dppm.Rd spatstat/man/Extract.layered.Rd spatstat/man/plot.tess.Rd spatstat/man/pcfcross.Rd spatstat/man/ spatstat/man/laslett.Rd spatstat/man/kernel.factor.Rd spatstat/man/scan.test.Rd spatstat/man/closepairs.Rd spatstat/man/sdrPredict.Rd spatstat/man/volume.Rd spatstat/man/ spatstat/man/waka.Rd spatstat/man/Ginhom.Rd spatstat/man/bronzefilter.Rd spatstat/man/psstA.Rd spatstat/man/owin.object.Rd spatstat/man/plot.listof.Rd spatstat/man/multiplicity.ppp.Rd
spatstat/man/Kmark.Rd spatstat/man/dirichletWeights.Rd spatstat/man/dmixpois.Rd spatstat/man/Kcom.Rd spatstat/man/methods.lppm.Rd spatstat/man/ppp.object.Rd spatstat/man/methods.linfun.Rd spatstat/man/lurking.Rd spatstat/man/linequad.Rd spatstat/man/compareFit.Rd spatstat/man/as.box3.Rd spatstat/man/opening.Rd spatstat/man/psst.Rd spatstat/man/nnmap.Rd spatstat/man/nvertices.Rd spatstat/man/nearestsegment.Rd spatstat/man/dclf.sigtrace.Rd spatstat/man/linearmarkequal.Rd spatstat/man/is.multitype.Rd spatstat/man/linfun.Rd spatstat/man/as.psp.Rd spatstat/man/distfun.lpp.Rd spatstat/man/DiggleGratton.Rd spatstat/man/angles.psp.Rd spatstat/man/bugfixes.Rd spatstat/man/tilenames.Rd spatstat/man/dummify.Rd spatstat/man/data.ppm.Rd spatstat/man/edit.hyperframe.Rd spatstat/man/crossing.psp.Rd spatstat/man/discs.Rd spatstat/man/rat.Rd spatstat/man/ganglia.Rd spatstat/man/formula.ppm.Rd spatstat/man/Extract.msr.Rd spatstat/man/density.splitppp.Rd spatstat/man/simplepanel.Rd spatstat/man/update.detpointprocfamily.Rd spatstat/man/rotate.ppp.Rd spatstat/man/sessionLibs.Rd spatstat/man/rthin.Rd spatstat/man/istat.Rd spatstat/man/boxx.Rd spatstat/man/Smooth.Rd spatstat/man/cut.lpp.Rd spatstat/man/as.solist.Rd spatstat/man/methods.funxy.Rd spatstat/man/plot.symbolmap.Rd spatstat/man/scanLRTS.Rd spatstat/man/eval.fasp.Rd spatstat/man/ spatstat/man/deriv.fv.Rd spatstat/man/residuals.ppm.Rd spatstat/man/whist.Rd spatstat/man/rNeymanScott.Rd spatstat/man/superimpose.Rd spatstat/man/Extract.quad.Rd spatstat/man/flipxy.Rd spatstat/man/linim.Rd spatstat/man/stratrand.Rd spatstat/man/waterstriders.Rd spatstat/man/linnet.Rd spatstat/man/harmonise.owin.Rd spatstat/man/is.empty.Rd spatstat/man/spruces.Rd spatstat/man/weighted.median.Rd spatstat/man/urkiola.Rd spatstat/man/rounding.Rd spatstat/man/clusterset.Rd spatstat/man/edit.ppp.Rd spatstat/man/pcf3est.Rd spatstat/man/affine.lpp.Rd spatstat/man/eval.linim.Rd spatstat/man/lgcp.estK.Rd spatstat/man/will.expand.Rd spatstat/man/rQuasi.Rd spatstat/man/ spatstat/man/clickbox.Rd spatstat/man/ants.Rd spatstat/man/pyramidal.Rd spatstat/man/border.Rd spatstat/man/bw.scott.Rd spatstat/man/is.lpp.Rd spatstat/man/residuals.dppm.Rd spatstat/man/methods.rhohat.Rd spatstat/man/clarkevans.Rd spatstat/man/bei.Rd spatstat/man/ spatstat/man/summary.owin.Rd spatstat/man/relrisk.Rd spatstat/man/affine.tess.Rd spatstat/man/as.hyperframe.Rd spatstat/man/rhohat.Rd spatstat/man/AreaInter.Rd spatstat/man/plot.lintess.Rd spatstat/man/plot.yardstick.Rd spatstat/man/ippm.Rd spatstat/man/shift.owin.Rd spatstat/man/dppGauss.Rd spatstat/man/dppspecden.Rd spatstat/man/compatible.fasp.Rd spatstat/man/dim.detpointprocfamily.Rd spatstat/man/Penttinen.Rd spatstat/man/lixellate.Rd spatstat/man/run.simplepanel.Rd spatstat/man/ spatstat/man/cdf.test.mppm.Rd spatstat/man/matrixpower.Rd spatstat/man/rshift.ppp.Rd spatstat/man/reach.Rd spatstat/man/ spatstat/man/beachcolours.Rd spatstat/man/OrdThresh.Rd spatstat/man/crossdist.ppp.Rd spatstat/man/ spatstat/man/Hybrid.Rd spatstat/man/plot.quadratcount.Rd spatstat/man/padimage.Rd spatstat/man/ spatstat/man/localpcf.Rd spatstat/man/tileindex.Rd spatstat/man/bdist.points.Rd spatstat/man/amacrine.Rd spatstat/man/rnoise.Rd spatstat/man/simulate.lppm.Rd spatstat/man/model.matrix.ppm.Rd spatstat/man/timed.Rd spatstat/man/ spatstat/man/quantile.ewcdf.Rd spatstat/man/lpp.Rd spatstat/man/print.owin.Rd spatstat/man/rpoispp.Rd spatstat/man/Kmulti.inhom.Rd spatstat/man/pointsOnLines.Rd spatstat/man/marks.tess.Rd spatstat/man/matchingdist.Rd spatstat/man/diameter.box3.Rd spatstat/man/zclustermodel.Rd spatstat/man/rshift.splitppp.Rd spatstat/man/rMaternI.Rd spatstat/man/domain.Rd spatstat/man/intensity.Rd spatstat/man/rStraussHard.Rd spatstat/man/as.function.tess.Rd spatstat/man/raster.x.Rd spatstat/man/distmap.Rd spatstat/man/ spatstat/man/is.marked.ppm.Rd spatstat/man/linearpcfdot.inhom.Rd spatstat/man/profilepl.Rd spatstat/man/rppm.Rd spatstat/man/clarkevans.test.Rd spatstat/man/rotate.psp.Rd spatstat/man/betacells.Rd spatstat/man/pcfcross.inhom.Rd spatstat/man/pairdist.default.Rd spatstat/man/plot.leverage.ppm.Rd spatstat/man/predict.slrm.Rd spatstat/man/clusterradius.Rd spatstat/man/nobjects.Rd spatstat/man/Smooth.ppp.Rd

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