Value-at-risk prediction: A comparison of alternative strategies

K Kuester, S Mittnik, MS Paolella - Journal of Financial …, 2006 - academic.oup.com
Given the growing need for managing financial risk, risk prediction plays an increasing role
in banking and finance. In this study we compare the out-of-sample performance of existing …

An econometric analysis of emission allowance prices

MS Paolella, L Taschini - Journal of Banking & Finance, 2008 - Elsevier
Knowledge of the statistical distribution of the prices of emission allowances, and their
forecastability, are crucial in constructing, among other things, purchasing and risk …

Combining density forecasts

SG Hall, J Mitchell - International Journal of Forecasting, 2007 - Elsevier
This paper brings together two important but hitherto largely unrelated areas of the
forecasting literature, density forecasting and forecast combination. It proposes a practical …

Evaluating, comparing and combining density forecasts using the KLIC with an application to the Bank of England and NIESR 'fan'charts of inflation

J Mitchell, SG Hall - Oxford bulletin of economics and statistics, 2005 - Wiley Online Library
This paper proposes and analyses the Kullback–Leibler information criterion (KLIC) as a
unified statistical tool to evaluate, compare and combine density forecasts. Use of the KLIC …

Likelihood-based scoring rules for comparing density forecasts in tails

C Diks, V Panchenko, D Van Dijk - Journal of Econometrics, 2011 - Elsevier
We propose new scoring rules based on conditional and censored likelihood for assessing
the predictive accuracy of competing density forecasts over a specific region of interest, such …

Comparing density forecast models

Y Bao, TH Lee, B Saltoğlu - Journal of Forecasting, 2007 - Wiley Online Library
In this paper we discuss how to compare various (possibly misspecified) density forecast
models using the Kullback–Leibler information criterion (KLIC) of a candidate density …

Quantile forecasts of daily exchange rate returns from forecasts of realized volatility

MP Clements, AB Galvão, JH Kim - Journal of Empirical Finance, 2008 - Elsevier
Quantile forecasts are central to risk management decisions because of the widespread use
of Value-at-Risk. A quantile forecast is the product of two factors: the model used to forecast …

Market capitalization and Value-at-Risk

A Dias - Journal of Banking & Finance, 2013 - Elsevier
The potential of economic variables for financial risk measurement is an open field for
research. This article studies the role of market capitalization in the estimation of Value-at …

Accurate value-at-risk forecasting based on the normal-GARCH model

C Hartz, S Mittnik, M Paolella - Computational Statistics & Data Analysis, 2006 - Elsevier
A resampling method based on the bootstrap and a bias-correction step is developed for
improving the Value-at-Risk (VaR) forecasting ability of the normal-GARCH model …

Oil prices—Brownian motion or mean reversion? A study using a one year ahead density forecast criterion

N Meade - Energy Economics, 2010 - Elsevier
For oil related investment appraisal, an accurate description of the evolving uncertainty in
the oil price is essential. For example, when using real option theory to value an investment …