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Machine learning in individual claims reserving

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References

1993Distribution-free Calculation of the Standard Error of Chain Ladder Reserve Estimates551 cited
2013Micro-level stochastic loss reserving for general insurance148 cited

Cited by

2017Data Analytics for Non-Life Insurance Pricing79 cited
2018Neural networks applied to chain–ladder reserving62 cited
2019DeepTriangle: A Deep Learning Approach to Loss Reserving60 cited
2019A machine learning approach for individual claims reserving in insurance60 cited
2018An Individual Claims History Simulation Machine58 cited
2020Machine Learning in P&C Insurance: A Review for Pricing and Reserving52 cited
2021Recent Challenges in Actuarial Science41 cited
2018AI in Actuarial Science36 cited
2019Individual Loss Reserving Using a Gradient Boosting-Based Approach36 cited
2021Mind the Gap - Safely Incorporating Deep Learning Models into the Actuarial Toolkit23 cited

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