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Run a complete diagnostic analysis including MC study, likelihood surface, and statistical tests.

Usage

run_complete_diagnostics(
  n_sim = 50,
  n_obs = 500,
  true_alpha = 0.05,
  true_beta = 0.9,
  omega = c(0.05, 0.08),
  alpha_garch = c(0.1, 0.12),
  beta_garch = c(0.85, 0.82),
  seed = 42,
  plot = TRUE
)

Arguments

n_sim

Number of MC replications

n_obs

Observations per replication

true_alpha

True DCC alpha

true_beta

True DCC beta

omega

Vector of GARCH omega parameters

alpha_garch

Vector of GARCH alpha parameters

beta_garch

Vector of GARCH beta parameters

seed

Random seed

plot

Logical: create plots?

Value

List with all diagnostic results