[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 …

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 …

[HTML][HTML] Generalized linear models for dependent frequency and severity of insurance claims

J Garrido, C Genest, J Schulz - Insurance: Mathematics and Economics, 2016 - Elsevier
Traditionally, claim counts and amounts are assumed to be independent in non-life
insurance. This paper explores how this often unwarranted assumption can be relaxed in a …

Renewable energy and economic growth: A Markov-switching approach

Y Chen, R Mamon, F Spagnolo, N Spagnolo - Energy, 2022 - Elsevier
This paper examines the dynamic causal relationship between renewable energy prices
and economic growth in the cases of Norway, New Zealand, and two Canadian provinces. A …

Multivariate frequency-severity regression models in insurance

EW Frees, G Lee, L Yang - Risks, 2016 - mdpi.com
In insurance and related industries including healthcare, it is common to have several
outcome measures that the analyst wishes to understand using explanatory variables. For …

Modeling longitudinal data using a pair-copula decomposition of serial dependence

M Smith, A Min, C Almeida, C Czado - Journal of the American …, 2010 - Taylor & Francis
Copulas have proven to be very successful tools for the flexible modeling of cross-sectional
dependence. In this paper we express the dependence structure of continuous-valued time …

Modelling motor insurance claim frequency and severity using gradient boosting

C Clemente, GR Guerreiro, JM Bravo - Risks, 2023 - mdpi.com
Modelling claim frequency and claim severity are topics of great interest in property-casualty
insurance for supporting underwriting, ratemaking, and reserving actuarial decisions …

Pair copula constructions for insurance experience rating

P Shi, L Yang - Journal of the American Statistical Association, 2018 - Taylor & Francis
In nonlife insurance, insurers use experience rating to adjust premiums to reflect
policyholders' previous claim experience. Performing prospective experience rating can be …

Dependent loss reserving using copulas

P Shi, EW Frees - ASTIN Bulletin: The Journal of the IAA, 2011 - cambridge.org
Modeling dependencies among multiple loss triangles has important implications for the
determination of loss reserves, a critical element of risk management and capital allocation …

Applying copula models to individual claim loss reserving methods

XB Zhao, X Zhou - Insurance: Mathematics and Economics, 2010 - Elsevier
The estimation of loss reserves for incurred but not reported (IBNR) claims presents an
important task for insurance companies to predict their liabilities. Recently, individual claim …