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The multivariate mixed negative binomial regression model with an application to insurance a posteriori ratemaking
G Tzougas, AP di Cerchiara - Insurance: Mathematics and Economics, 2021 - Elsevier
This paper is concerned with introducing a family of multivariate mixed Negative Binomial
regression models in the context of a posteriori ratemaking. The multivariate mixed Negative …
regression models in the context of a posteriori ratemaking. The multivariate mixed Negative …
[PDF][PDF] The negative binomial-generalized exponential (NB-GE) distribution
This paper introduced a new mixed distribution, namely the negative binomial-generalized
exponential (NB-GE) distribution, which it obtained by mixing the negative binomial (NB) …
exponential (NB-GE) distribution, which it obtained by mixing the negative binomial (NB) …
[HTML][HTML] EM estimation for the Poisson-inverse gamma regression model with varying dispersion: an application to insurance ratemaking
G Tzougas - Risks, 2020 - mdpi.com
This article presents the Poisson-Inverse Gamma regression model with varying dispersion
for approximating heavy-tailed and overdispersed claim counts. Our main contribution is that …
for approximating heavy-tailed and overdispersed claim counts. Our main contribution is that …
Discrete half-logistic distributions with applications in reliability and risk analysis
A Barbiero, A Hitaj - Annals of Operations Research, 2024 - Springer
In the statistical literature, several discrete distributions have been developed so far for
modeling non-negative integer-valued phenomena, yet there is still room for new counting …
modeling non-negative integer-valued phenomena, yet there is still room for new counting …
A new discrete distribution with actuarial applications
A new discrete distribution depending on two parameters, α< 1, α≠ 0 and 0< θ< 1, is
introduced in this paper. The new distribution is unimodal with a zero vertex and …
introduced in this paper. The new distribution is unimodal with a zero vertex and …
Modelling claim number using a new mixture model: negative binomial gamma distribution
Y Gençtürk, A Yiğiter - Journal of statistical computation and …, 2016 - Taylor & Francis
In actuarial applications, mixed Poisson distributions are widely used for modelling claim
counts as observed data on the number of claims often exhibit a variance noticeably …
counts as observed data on the number of claims often exhibit a variance noticeably …
[PDF][PDF] A survey on models for panel count data with applications to insurance
In insurance the expected number of claims per year given the observed characteristics of
the covered risk is the basis for setting the price of a policy. Companies accumulate …
the covered risk is the basis for setting the price of a policy. Companies accumulate …
A posteriori risk classification and ratemaking with random effects in the mixture-of-experts model
A well-designed framework for risk classification and ratemaking in automobile insurance is
key to insurers' profitability and risk management, while also ensuring that policyholders are …
key to insurers' profitability and risk management, while also ensuring that policyholders are …
A multivariate discrete Poisson-Lindley distribution: Extensions and actuarial applications
This paper proposes multivariate versions of the continuous Lindley mixture of Poisson
distributions considered by Sankaran (1970). This new class of distributions can be used for …
distributions considered by Sankaran (1970). This new class of distributions can be used for …
The negative binomial-Sushila distribution with application in count data analysis
In this paper, we introduce a negative binomial-Sushila distribution which is a new mixed
negative binomial distribution. The probability mass function (pmf) has been expressed as …
negative binomial distribution. The probability mass function (pmf) has been expressed as …