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spAbundance (version 0.2.1)

summary.sfMsDS: Methods for sfMsDS Object

Description

Methods for extracting information from fitted spatial multi-species hierarchical distance sampling (sfMsDS) model.

Usage

# S3 method for sfMsDS
summary(object, level = 'both', quantiles = c(0.025, 0.5, 0.975), 
        digits = max(3L, getOption("digits") - 3L), ...)
# S3 method for sfMsDS
print(x, ...)
# S3 method for sfMsDS
plot(x, param, density = TRUE, ...)

Value

No return value, called to display summary information of a sfMsDS object.

Arguments

object, x

object of class sfMsDS.

level

a quoted keyword that indicates the level to summarize the model results. Valid key words are: "community", "species", or "both".

quantiles

for summary, posterior distribution quantiles to compute.

digits

for summary, number of digits to report.

param

parameter name for which to generate a traceplot. Valid names are "beta", "beta.star", "sigma.sq.mu", "beta.comm", "tau.sq.beta", "alpha", "alpha.star", "sigma.sq.p", "alpha.comm", "tau.sq.alpha", "lambda", "theta".

density

logical value indicating whether to also generate a density plot for each parameter in addition to the MCMC traceplot.

...

currently no additional arguments

Details

A set of standard extractor functions for fitted model objects of class sfMsDS, including methods to the generic functions print, summary, and plot.