inf_criteria,fEGarch_distr_est-method

llhood,fEGarch_distr_est-method

pars,fEGarch_distr_est-method

se,fEGarch_distr_est-method

vcov_mat,fEGarch_distr_est-method

Accessors to access the elements of the same name in
output objects returned by either <code>distr_est</code> or
its various wrappers like <code>norm_est</code>.

Implement and fit a variety of short-memory (SM) and long-memory
(LM) models from a very broad family of exponential generalized autoregressive
conditional heteroskedasticity (EGARCH) models, such as a MEGARCH (modified
EGARCH), FIEGARCH (fractionally integrated EGARCH), FIMLog-GARCH (fractionally
integrated modulus Log-GARCH), and more. The FIMLog-GARCH as part of the
EGARCH family is discussed in Feng et al. (2023)
<https://econpapers.repec.org/paper/pdnciepap/156.htm>. For convenience and
the purpose of comparison, a variety of other popular SM and LM GARCH-type
models, like an APARCH model, a fractionally integrated
APARCH (FIAPARCH) model, standard GARCH and fractionally integrated GARCH
(FIGARCH) models, GJR-GARCH and FIGJR-GARCH models, TGARCH and FITGARCH
models, are implemented as well as dual models with simultaneous modelling of
the mean, including dual long-memory models with a fractionally integrated
autoregressive moving average (FARIMA) model in the mean and a long-memory
model in the variance, and semiparametric volatility model extensions.
Parametric models and parametric model parts are fitted through
quasi-maximum-likelihood estimation.
Furthermore, common forecasting and backtesting functions for value-at-risk
(VaR) and expected shortfall (ES) based on the package's models are provided.

Dominik Schulz

fEGarch

SM/LM EGARCH & GARCH, VaR/ES Backtesting & Dual LM Extensions

Yuanhua Feng

Christian Peitz

Oliver Kojo Ayensu

Thomas Gries

Sikandar Siddiqui

Shujie Li

inf_criteria,fEGarch_distr_est-method function

<dl><dt>x</dt>
<dd>an object returned by either <code>distr_est</code> or
its various wrappers like <code>norm_est</code>.</dd></dl>

Arguments

Methods for Accessing Distribution Estimation Elements — inf_criteria,fEGarch_distr_est-method

<dl>

<dt>x</dt>
<dd>an object returned by either <code>distr_est</code> or
its various wrappers like <code>norm_est</code>.</dd>

</dl>

Methods for Accessing Distribution Estimation Elements

inf_criteria,fEGarch_distr_est-method: Methods for Accessing Distribution Estimation Elements

Description

Usage

Value

Arguments

Details

Examples