Summary Method for explore.default Objects

Summarize the posterior distribution for each partial correlation with the posterior mean and standard deviation.

Usage

# S3 method for class 'explore'
summary(object, col_names = TRUE, ...)

Arguments

object

An object of class estimate

col_names

Logical. Should the summary include the column names (default is TRUE)? Setting to FALSE includes the column numbers (e.g., 1--2).

...

Currently ignored

Value

A dataframe containing the summarized posterior distributions.

See also

select.explore

Examples

# \donttest{
# note: iter = 250 for demonstrative purposes

Y <- ptsd[,1:5]

fit <- explore(Y, iter = 250,
               progress = FALSE)

summ <- summary(fit)

summ
#> BGGM: Bayesian Gaussian Graphical Models 
#> --- 
#> Type: continuous 
#> Analytic: FALSE 
#> Formula:  
#> Posterior Samples: 250 
#> Observations (n):
#> Nodes (p): 5 
#> Relations: 10 
#> --- 
#> Call: 
#> explore(Y = Y, iter = 250, progress = FALSE)
#> --- 
#> Estimates:
#>  Relation Post.mean Post.sd
#>    B1--B2     0.228   0.065
#>    B1--B3     0.056   0.072
#>    B2--B3     0.498   0.052
#>    B1--B4     0.325   0.059
#>    B2--B4    -0.025   0.074
#>    B3--B4     0.223   0.062
#>    B1--B5     0.156   0.066
#>    B2--B5     0.098   0.064
#>    B3--B5     0.189   0.068
#>    B4--B5     0.337   0.064
#> --- 
# }