construct_pearson       Compute Pearson Residuals for ARD matrix and
                        fitted model
construct_rqr           Compute Randomized Quantile Residuals for ARD
                        Models
correlatedStan          Fit ARD using the uncorrelated or correlated
                        model in Stan This function fits the ARD using
                        either the uncorrelated or correlated model in
                        Laga et al. (2021) in Stan. The population size
                        estimates and degrees are scaled using a
                        post-hoc procedure.
cov_plots               Covariance plots
dispersion_metric       Dispersion Metric for Fitted ARD Model
example_data            Simulated ARD data set with z and x.
fit_mle                 Fit basic Poisson and Negative Binomial models
                        using glmmTMB
get_surrogate           Compute Surrogate Residuals for ARD Models
hang_rootogram_ard      Hanging Rootogram for Fitted ARD Model
killworth               Fit Killworth models to ARD. This function
                        estimates the degrees and population sizes
                        using the plug-in MLE and MLE estimator.
log_mix_uniform         log computed uniform quantile
make_ard                Generate simulated ARD
make_ard_tidy           Construct tibble from ARD matrix
networkscaleup          The 'networkscaleup' package.
overdispersed           Fit Overdispersed model to ARD
                        (Gibbs-Metropolis)
overdispersedStan       Fit ARD using the Overdispersed model in Stan
plot_fitted             Plot residuals against fitted values
plot_tw_statistic       Plot the TW Test Statistic
residual_correlation    Construction Residual (row/column) correlation
                        matrix
residual_heatmap        Construct heatmap of residuals
rqr_nbinom_logs         compute numerically stable negative binomial
                        rqr
rqr_pois_logs           compute numerically stable Poisson rqr
scaling                 Scale raw log degree and log prevalence
                        estimates
tw_group_corr_test      Tracy-Widom test for residual group correlation
