summary.ecoNP: Summarizing the Results for the Bayesian Nonparametric Model for Ecological Inference in 2x2 Tables

Description

summary method for class ecoNP.

# S3 method for ecoNP
summary(
  object,
  CI = c(2.5, 97.5),
  param = FALSE,
  units = FALSE,
  subset = NULL,
  ...
)

summary.ecoNP yields an object of class summary.ecoNP

containing the following elements:

call: The call from ecoNP.
n.obs: The number of units.
n.draws: The number of Monte Carlo samples.
agg.table: Aggregate posterior estimates of the marginal means of \(W_1\) and \(W_2\) using \(X\) and \(N\) as weights.

If param = TRUE, the following elements are also included:

param.table: Posterior estimates of model parameters: population mean estimates of \(W_1\) and \(W_2\). If subset is specified, only a subset of the population parameters are included.

If unit = TRUE, the following elements are also included:

This object can be printed by print.summary.ecoNP

object: An output object from ecoNP.
CI: A vector of lower and upper bounds for the Bayesian credible intervals used to summarize the results. The default is the equal tail 95 percent credible interval.
param: Logical. If TRUE, the posterior estimates of the population parameters will be provided. The default value is FALSE.
units: Logical. If TRUE, the in-sample predictions for each unit or for a subset of units will be provided. The default value is FALSE.
subset: A numeric vector indicating the subset of the units whose in-sample predications to be provided when units is TRUE. The default value is NULL where the in-sample predictions for each unit will be provided.
...: further arguments passed to or from other methods.