3 papers
stat.AP2024
Classification problem in liability insurance using machine learning models: a comparative study
Marjan Qazvini
Underwriting is one of the important stages in an insurance company. The insurance company uses different factors to classify the policyholders. In this study, we apply several mac…
stat.AP2024
Forecasting Mortality in the Middle-Aged and Older Population of England: A 1D-CNN Approach
Marjan Qazvini
Convolutional Neural Networks (CNNs) are proven to be effective when data are homogeneous such as images, or when there is a relationship between consecutive data such as time seri…
stat.AP2024
Analysis of ELSA COVID-19 Substudy response rate using machine learning algorithms
Marjan Qazvini
National Statistical Organisations every year spend time and money to collect information through surveys. Some of these surveys include follow-up studies, and usually, some partic…