Vine copula based modeling

C Czado, T Nagler - Annual Review of Statistics and Its …, 2022 - annualreviews.org
With the availability of massive multivariate data comes a need to develop flexible
multivariate distribution classes. The copula approach allows marginal models to be …

Implicit copulas: An overview

MS Smith - Econometrics and Statistics, 2023 - Elsevier
Implicit copulas are the most common copula choice for modeling dependence in high
dimensions. This broad class of copulas is introduced and surveyed, including elliptical …

Stock market returns and oil price shocks: A CoVaR analysis based on dynamic vine copula models

J Kielmann, H Manner, A Min - Empirical Economics, 2022 - Springer
Crude oil plays a significant role in economic developments in the world. Understanding the
relationship between oil price changes and stock market returns helps to improve portfolio …

Volatility and Herding Bias on ESG Leaders' Portfolios Performance

N Gavrilakis, C Floros - Journal of Risk and Financial Management, 2024 - mdpi.com
We here analyze the factor loadings given by the CAPM, the Fama–French three (FF3), and
the five-factor model (FF5), and test the performance and the validity of adding two more …

Moving Vision Zero programs forward: What pedestrian-focused countermeasure combinations work best and where? A dynamic copula-based time-series approach

H Ghomi, M Hussein - Accident Analysis & Prevention, 2023 - Elsevier
Vision Zero stands out as one of the most promising systemic safety action plans. A crucial
step to ensure the successful implementation of Vision Zero is to continuously assess the …

[HTML][HTML] Vine copula based dependence modeling in sustainable finance

C Czado, K Bax, Ö Sahin, T Nagler, A Min… - The Journal of Finance …, 2022 - Elsevier
Climate change and sustainability have become societal focal points in the last decade.
Consequently, companies have been increasingly characterized by non-financial …

A multivariate model to estimate environmental load on an offshore structure

A Ramadhani, F Khan, B Colbourne, S Ahmed… - Ocean …, 2023 - Elsevier
Offshore structures such as oil platforms are subjected to significant environmental loads
caused by wind, waves, and current. The complexity of offshore environment requires robust …

Vine copula Granger causality in mean

H Jang, JM Kim, H Noh - Economic Modelling, 2022 - Elsevier
Ever since the Granger causality test was proposed in 1969, financial market researchers
have used it heavily to determine whether the past of a one-time series facilitates the future …

Multivariate stochastic generation of meteorological data for building simulation through interdependent meteorological processes

Z Jiao, J Yuan, C Farnham, K Emura - Scientific Reports, 2024 - nature.com
In recent years, the uncertainty of weather conditions and the impact of future climate
change on building energy assessment has received increasing attention. As an important …

Probabilistic time series forecasts with autoregressive transformation models

D Rügamer, PFM Baumann, T Kneib… - Statistics and Computing, 2023 - Springer
Probabilistic forecasting of time series is an important matter in many applications and
research fields. In order to draw conclusions from a probabilistic forecast, we must ensure …