A comprehensive review of Value at Risk methodologies

P Abad, S Benito, C López - The Spanish Review of Financial Economics, 2014 - Elsevier
In this article we present a theoretical review of the existing literature on Value at Risk (VaR)
specifically focussing on the development of new approaches for its estimation. We effect a …

Multivariate stochastic volatility: a review

M Asai, M McAleer, J Yu - Econometric Reviews, 2006 - Taylor & Francis
The literature on multivariate stochastic volatility (MSV) models has developed significantly
over the last few years. This paper reviews the substantial literature on specification …

Estimation methods for stochastic volatility models: a survey

C Broto, E Ruiz - Journal of Economic surveys, 2004 - Wiley Online Library
Although stochastic volatility (SV) models have an intuitive appeal, their empirical
application has been limited mainly due to difficulties involved in their estimation. The main …

Automated inference and learning in modeling financial volatility

M McAleer - Econometric Theory, 2005 - cambridge.org
This paper uses the specific-to-general methodological approach that is widely used in
science, in which problems with existing theories are resolved as the need arises, to …

A multiple regime smooth transition heterogeneous autoregressive model for long memory and asymmetries

M McAleer, MC Medeiros - Journal of Econometrics, 2008 - Elsevier
In this paper we propose a flexible model to describe nonlinearities and long-range
dependence in time series dynamics. The new model is a multiple regime smooth transition …

Collective dynamics, diversification and optimal portfolio construction for cryptocurrencies

N James, M Menzies - Entropy, 2023 - mdpi.com
Since its conception, the cryptocurrency market has been frequently described as an
immature market, characterized by significant swings in volatility and occasionally described …

Revisiting several popular GARCH models with leverage effect: Differences and similarities

MJ Rodríguez, E Ruiz - Journal of Financial Econometrics, 2012 - academic.oup.com
In this paper, we analyze five of the most popular models proposed to represent conditional
heteroscedasticity with leverage effect, namely, GQARCH, TGARCH, GJR, EGARCH, and …

Bayesian forecasting for financial risk management, pre and post the global financial crisis

CWS Chen, R Gerlach, EMH Lin… - Journal of …, 2012 - Wiley Online Library
ABSTRACT Value‐at‐risk (VaR) forecasting via a computational Bayesian framework is
considered. A range of parametric models is compared, including standard, threshold …

How can we define the concept of long memory? An econometric survey

D Guégan - Econometric reviews, 2005 - Taylor & Francis
Full article: How can we Define the Concept of Long Memory? An Econometric Survey Skip to
Main Content Taylor and Francis Online homepage Taylor and Francis Online homepage Log …

A review of threshold time series models in finance

CWS Chen, FC Liu, MKP So - Statistics and its Interface, 2011 - intlpress.com
Since the pioneering work by Tong (1978, 1983), threshold time series modelling and its
applications have become increasingly important for research in economics and finance. A …