bsvars (version 3.1)

summary.PosteriorRegimePr: Provides posterior summary of regime probabilities

Description

Provides posterior summary of regime probabilities including their mean, standard deviations, as well as 5 and 95 percentiles.

Usage

# S3 method for PosteriorRegimePr
summary(object, ...)

Value

A list reporting the posterior mean and standard deviations of the regime probabilities.

Arguments

object

an object of class PosteriorRegimePr obtained using the compute_regime_probabilities() function containing posterior draws of regime allocations.

...

additional arguments affecting the summary produced.

Author

Tomasz Woźniak

See Also

compute_regime_probabilities

Examples

# upload data
data(us_fiscal_lsuw)

# specify the model and set seed
set.seed(123)
specification  = specify_bsvar_msh$new(us_fiscal_lsuw)

# run the burn-in
burn_in        = estimate(specification, 10)

# estimate the model
posterior      = estimate(burn_in, 20)

# compute regime probabilities
rp             = compute_regime_probabilities(posterior)
rp_summary     = summary(rp)

# workflow with the pipe |>
############################################################
set.seed(123)
us_fiscal_lsuw |>
  specify_bsvar_msh$new() |>
  estimate(S = 10) |> 
  estimate(S = 20) |> 
  compute_regime_probabilities() |>
  summary() -> rp_summary