Ronald Richman

AIG South Africa

No Address Available

SCHOLARLY PAPERS

4

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Scholarly Papers (4)

1.

AI in Actuarial Science

Number of pages: 53 Posted: 15 Aug 2018 Last Revised: 20 Aug 2018
Ronald Richman
AIG South Africa
Downloads 928 (23,651)

Abstract:

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Actuarial Science, Deep Learning, Machine Learning, Insurance, Telematics

2.

A Neural Network Extension of the Lee-Carter Model to Multiple Populations

Number of pages: 21 Posted: 01 Nov 2018 Last Revised: 07 Nov 2018
Ronald Richman and Mario V. Wuthrich
AIG South Africa and RiskLab, ETH Zurich
Downloads 292 (102,759)

Abstract:

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Mortality forecasting, Lee-Carter model, Multiple Populations, Neural Networks

3.

Neural Network Embedding of the Over-Dispersed Poisson Reserving Model

Number of pages: 30 Posted: 14 Dec 2018
Andrea Gabrielli, Ronald Richman and Mario V. Wuthrich
RiskLab, ETH Zurich, AIG South Africa and RiskLab, ETH Zurich
Downloads 290 (103,531)

Abstract:

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cross-classified over-dispersed Poisson model, neural network, model blending, nested models, learning across portfolios, claims reserving in insurance, chain-ladder reserves, mean square error of prediction

4.

Mortality Improvements -- The Case of South Africa

Posted: 02 Aug 2014 Last Revised: 28 Oct 2014
Ronald Richman and Matthew Simmons
AIG South Africa and University of the Witwatersrand

Abstract:

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Mortality Improvement, South Africa, Stochastic modeling