CompareSurfs            Quantify the difference between two surfaces
Count_pts               Counts points in a window
Datasets                Datasets
Demo_sppmix             Run an sppmix package demo or vignette
FixLS_da                Fix Label Switching
GetBDCompfit            Retrieve parts of a BDMCMC fit
GetBDTable              Retrieve the MAP and distribution of the number
                        of components
GetBMA                  Compute the Bayesian Model average
GetDensityValues        Retrieve density values
GetIPPPLikValue         Retrieve the IPPP likelihood value
GetKLEst                Retrieve the surface of Kullback-Leibler (KL)
                        estimators
GetMAPEst               Retrieve the surface of MAP estimators
GetMAPLabels            Retrieve the MAP estimates for the component
                        labels
GetPMEst                Retrieve the Surface of Posterior Means
GetStats                Retrieves basic Bayesian estimates from a
                        generated chain
Get_Rdiag               Checking convergence: diagnostics
MaternCov               Matern covariance function
PlotUSAStates           Visualization of USA states and their counties
Plots_off               Closes all open plots
Save_AllOpenRglGraphs   Saves RGL plots
add_title               Add a title to an existing ggplot2 plot
approx_normmix          Approximate the masses of bivariate normal
                        mixture components
check_labels            Check for label switching
demo_mix                Demo objects
dnormmix                Calculate the density or intensity of a normal
                        mixture over a fine grid
drop_realization        Drop MCMC realizations
est_MIPPP_cond_loc      Fit a MIPPP conditionally on location
est_MIPPP_cond_mark     Fit a MIPPP conditionally on mark
est_intensity_np        Estimate the intensity surface using a
                        non-parametric method
est_mix_damcmc          Estimate a mixture model parameters using MCMC
kstest2d                Nonparametric Goodness-of-fit test between two
                        point patterns
kstest2dsurf            Nonparametric Goodness-of-fit test for a point
                        pattern against a surface
mc_gof                  Monte Carlo goodness of fit test
normmix                 Create a 2d mixture with normal components
openwin_sppmix          Opens a new graphics window
plot.bdmcmc_res         Plot results from a BDMCMC fit
plot.damcmc_res         Plot results from a DAMCMC fit
plot.intensity_surface
                        Plots a normal mixture intensity in 3d
plot.normmix            Plot a mixture of normal components
plot.sppmix             Plot a spatial point pattern
plot2dPP                Plot a spatial point pattern
plot_CompDist           Plots for the number of components
plot_MPP_fields         Plot the mark probability fields
plot_MPP_probs          Plot the mark probabilities of a marked point
                        pattern
plot_autocorr           Checking convergence: autocorrelation plot
plot_avgsurf            Plot the average intensity surface
plot_chains             Plot MCMC chains
plot_convdiags          Checking convergence visually
plot_density            Plots a density or image
plot_ind                Plot membership indicators
plot_runmean            Checking convergence: running means plot
plot_true_labels        Plot the true membership indicators
plotmix_2d              2d exploratory plots for mixture intensity
                        surfaces
plotmix_3d              Plot the density or intensity of a normal
                        mixture in 3d over a fine grid
plotstring              General Helper Functions
rGRF                    Generate a Gaussian Random Field
rMIPPP_cond_loc         Generate a Marked Poisson point process
                        (conditional on location)
rMIPPP_cond_mark        Generate a Marked Poisson point process
                        (conditional on mark)
rmixsurf                Generate a Poisson process surface object
rnormmix                Generate a mixture with normal components
rsppmix                 Generate a point pattern from a Poisson process
selectMix               Mixture Model Selection
sppmix                  sppmix: Poisson point process modeling using
                        normal mixture models for the intensity surface
summary.bdmcmc_res      Summarize BDMCMC results
summary.damcmc_res      Summarize DAMCMC results
to_int_surf             Convert a normal mixture to an intensity
                        surface
