[HTML][HTML] A review of copula models for economic time series

AJ Patton - Journal of Multivariate Analysis, 2012 - Elsevier
This survey reviews the large and growing literature on copula-based models for economic
and financial time series. Copula-based multivariate models allow the researcher to specify …

Quantile regression: applications and current research areas

K Yu, Z Lu, J Stander - Journal of the Royal Statistical Society …, 2003 - academic.oup.com
Quantile regression offers a more complete statistical model than mean regression and now
has widespread applications. Consequently, we provide a review of this technique. We …

[BOOK][B] Copula methods in finance

U Cherubini, E Luciano, W Vecchiato - 2004 - books.google.com
Copula Methods in Finance is the first book to address the mathematics of copula functions
illustrated with finance applications. It explains copulas by means of applications to major …

Modelling asymmetric exchange rate dependence

AJ Patton - International economic review, 2006 - Wiley Online Library
We test for asymmetry in a model of the dependence between the Deutsche mark and the
yen, in the sense that a different degree of correlation is exhibited during joint appreciations …

[BOOK][B] Measuring market risk

K Dowd - 2007 - books.google.com
Fully revised and restructured, Measuring Market Risk, Second Edition includes a new
chapter on options risk management, as well as substantial new information on parametric …

[PDF][PDF] Valuation of a CDO and an nth to default CDS without Monte Carlo simulation

J Hull, A White - Journal of Derivatives, 2004 - www-2.rotman.utoronto.ca
In this paper we develop two fast procedures for valuing tranches of collateralized debt
obligations and n th to default swaps. The procedures are based on a factor copula model of …

[PDF][PDF] Incorporating volatility updating into the historical simulation method for value-at-risk

J Hull, A White - Journal of risk, 1998 - researchgate.net
This paper proposes a procedure for using a GARCH or exponentially weighted moving
average model in conjunction with historical simulation when computing value at risk. It …

Copula methods for forecasting multivariate time series

A Patton - Handbook of economic forecasting, 2013 - Elsevier
Copula-based models provide a great deal of flexibility in modeling multivariate
distributions, allowing the researcher to specify the models for the marginal distributions …

Estimation of copula-based semiparametric time series models

X Chen, Y Fan - Journal of Econometrics, 2006 - Elsevier
This paper studies the estimation of a class of copula-based semiparametric stationary
Markov models. These models are characterized by nonparametric marginal distributions …

A quantile regression neural network approach to estimating the conditional density of multiperiod returns

JW Taylor - Journal of forecasting, 2000 - Wiley Online Library
This paper presents a new approach to estimating the conditional probability distribution of
multiperiod financial returns. Estimation of the tails of the distribution is particularly important …