Simulate Data from a Posterior Draw of a Fitted BFACT Object — simulate_from_posterior • BFACT

Generates a simulated dataset from a single posterior draw of a fitted BFACT object.

Usage

simulate_from_posterior(
  fit,
  s = NULL,
  years_start = 1850,
  years_end = 2100,
  T2 = 173,
  T1 = 1,
  J = 6,
  OBS_COL = 1,
  seed = NULL
)

Arguments

fit: A fitted BFACT object (as returned by BFACT()).
s: Integer index of the posterior draw to use (default: random draw).
years_start: First year (default: 1850).
years_end: Last year (default: 2100).
T2: Last observed time index (default: 173).
T1: First observed time index (default: 1).
J: Number of spline basis functions (default: 6).
OBS_COL: Which column of Y is the observed series (default: 1).
seed: Random seed for reproducibility (default: NULL).

Value

A list with simulated data and metadata.