plotModelSize {LatentBMA}

Visualization of Model Size Posterior Distribution

Description

plotModelSize produces a visualization of the posterior distribution of model size, extracted from ULLGM_BMA results.

Usage

plotModelSize(x)

Arguments

x

The output object of ULLGM_BMA.

Value

Returns a 'ggplot2::ggplot' object visualizing the posterior distribution of model size.

Author(s)

Gregor Zens

Examples

# Load package
library(LatentBMA)

# Example: Estimate a PLN model under a BRIC prior with m = p/2 using simulated data
# Note: Use more samples for actual analysis
# Note: nsave = 250 and nburn = 250 are for demonstration purposes
X <- matrix(rnorm(100*20), 100, 20)
z <- 2 + X %*% c(0.5, -0.5, rep(0, 18)) + rnorm(100, 0, sqrt(0.25))
y <- rpois(100, exp(z))
results_pln <- ULLGM_BMA(X = X, y = y, model = "PLN", nsave = 250, nburn = 250)
plotModelSize(results_pln)