George Tzougas

Heriot-Watt University

United Kingdom

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Articles (16)

Investigating the effect of climate-related hazards on claim frequency prediction in motor insurance with incomplete data

Year:

2025

Multivariate Zero-Inflated INAR(1) Model with an Application in Automobile Insurance

Year:

2025

Accelerating the computation of Shapley effects for datasets with many observations

Year:

2025

Interpretable zero-inflated neural network models for predicting admission counts

Year:

2024

A novel M-Lognormal–Burr regression model with varying threshold for modeling heavy-tailed claim severity data

Year:

2024

A Copula-Based Bivariate Composite Model for Modelling Claim Costs

Year:

2024

INAR approximation of bivariate linear birth and death process

Year:

2023

Soft splicing model: bridging the gap between composite model and finite mixture model

Year:

2023

EM estimation for the mixed Pareto regression model for claim severities

Year:

2023

EM estimation for bivariate mixed poisson INAR(1) claim count regression models with correlated random effects

Year:

2023

Multivariate mixed Poisson Generalized Inverse Gaussian INAR(1) regression

Year:

2023

Bivariate Mixed Poisson Regression Models with Varying Dispersion

Year:

2023

Mixture Composite Regression Models with Multi-type Feature Selection

Year:

2023

Enhancing Logistic Regression Using Neural Networks for Classification in Actuarial Learning

Year:

2023

Multivariate claim count regression model with varying dispersion and dependence parameters

Year:

2023

Classification of climate-related insurance claims using gradient boosting

Year:

2022

Collaborators (2)

Angelos Dassios

Professor

London School of Economics and Political Science

UNITED KINGDOM

Angus Macdonald

Heriot-Watt University

UNITED KINGDOM

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