This study proposes an efficacious approach to analyze the over-dispersed insurance frequency data as it is imperative … for the insurers to have decisive informative insights for precisely underwriting and pricing insurance products …, retaining existing customer base and gaining an edge in the highly competitive retail insurance market. The delta boosting …

The growing trend in the number and severity of auto insurance claims creates a needfor new methods to efficiently … study considers how automotive insurance providers incorporate machinery learning intheir company, and explores how ML … models can apply to insurance big data. We utilize various MLmethods, such as logistic regression, XGBoost, random forest …

The paper evaluates the performance of the Takaful and insurance companies in Malaysia. It examines the impact of … Malaysian Takaful and insurance companies with 255 firm observations over the period from 2011 to 2016. The study's findings … show that Takaful and insurance companies perform at par in terms of their premiums. However, Takaful has better investment …

A numbers of studies focusing on the determinant of the insurance market efficiency haveincreased in the last decade …. In fact, many factors, like the CEO's power, can influence the efficiency in the insurance firm. The purpose of this … after the consideration of the CEO power score in the cost efficiency, the relation between insurance efficiency and the …