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20222026
most citedChurn modeling of life insurance policies via statistical and machine learning methods -- Analysis of important features

3 citations · 6 across the 3 of their papers we have counts for

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2 papers · 1 filter

stat.AP2026

Text Data Analysis and Classification Methods - Insights from Customer Letters in Life Insurance

Andreas Groll, Marie Punsmann, Leonid Zeldin

The business of life insurance companies is characterized by long-term contracts. For this reason, data describing customers is of immense value. A portion of the data provided to…

stat.AP2024★ 3 cited

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts

Andreas Groll, Akshat Khanna, Leonid Zeldin

Life insurance, like other forms of insurance, relies heavily on large volumes of data. The business model is based on an exchange where companies receive payments in return for th…