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Mirrors morie.fn._garch.garch_fit. Extends morie_garch_fit (plain GARCH(1,1)) to the integrated, GJR-threshold and asymmetric-power specifications.

Usage

morie_garch_spec_fit(r, spec = "garch")

Arguments

r

numeric return series, at least 50 observations.

spec

one of "garch", "igarch", "gjr", "aparch".

Value

list: params, sigma2, loglik, persistence, std_residuals, mu, forecast, spec, n.

References

Tsay, R. S. (2010). Ch. 3. Glosten, Jagannathan & Runkle (1993), J. Finance 48(5), 1779-1801. Ding, Granger & Engle (1993), J. Empirical Finance 1(1), 83-106.

Examples

set.seed(1)
morie_garch_spec_fit(rnorm(200), "gjr")$persistence
#> [1] 0.979819