Mathias Lindholm

Stockholm University

Universitetsvägen 10

Stockholm, Stockholm SE-106 91

Sweden

SCHOLARLY PAPERS

14

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SSRN CITATIONS
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Top 46,234

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11

CROSSREF CITATIONS

5

Scholarly Papers (14)

1.

Financial Position and Performance in IFRS 17

Number of pages: 41 Posted: 28 Apr 2020 Last Revised: 11 May 2020
Mathias Lindholm, Filip Lindskog and Lina Palmborg
Stockholm University, Stockholm University and Stockholm University
Downloads 501 (94,895)
Citation 1

Abstract:

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IFRS 17, Financial Performance, Valuation, Allocation

2.

A Discussion of Discrimination and Fairness in Insurance Pricing

Number of pages: 14 Posted: 18 Sep 2022
Stockholm University, Old Mutual Insure, Bayes Business School (formerly Cass), City, University of London and RiskLab, ETH Zurich
Downloads 326 (155,030)

Abstract:

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discrimination, indirect discrimination, proxy discrimination, fairness, protected information, discrimination-free, unawareness, group fairness, statistical parity, independence axiom, equalized odds, separation axiom, predictive parity, sufficiency axiom

3.

A Multi-Task Network Approach for Calculating Discrimination-Free Insurance Prices

Number of pages: 33 Posted: 19 Jul 2022 Last Revised: 02 Nov 2022
Stockholm University, Old Mutual Insure, Bayes Business School (formerly Cass), City, University of London and RiskLab, ETH Zurich
Downloads 274 (185,855)
Citation 1

Abstract:

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indirect discrimination, proxy discrimination, discrimination-free insurance pricing, unawareness price, best-estimate price, protected information, discriminatory covariates, fairness, incomplete information, multi-task learning, multioutput network

4.

Gamma Mixture Density Networks and their application to modelling insurance claim amounts

Number of pages: 38 Posted: 23 Nov 2020 Last Revised: 14 Apr 2021
Lukasz Delong, Mathias Lindholm and Mario V. Wuthrich
Warsaw School of Economics (SGH) - Institute of Econometrics, Stockholm University and RiskLab, ETH Zurich
Downloads 252 (202,080)
Citation 2

Abstract:

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Expectation-Maximization, neural networks, boosting, mixtures of distributions

5.

What is Fair? Proxy Discrimination vs. Demographic Disparities in Insurance Pricing

Number of pages: 32 Posted: 14 May 2023 Last Revised: 25 May 2023
Stockholm University, Old Mutual Insure, Bayes Business School (formerly Cass), City, University of London and RiskLab, ETH Zurich
Downloads 199 (253,816)
Citation 1

Abstract:

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discrimination, indirect discrimination, proxy discrimination, fairness, protected attributes, discrimination-free, unawareness, group fairness, demographic parity, statistical parity, independence axiom, equalized odds, separation axiom, predictive parity, sufficiency axiom, input pre-process

6.

Efficient Use of Data for LSTM Mortality Forecasting

Number of pages: 31 Posted: 06 Apr 2021
Mathias Lindholm and Lina Palmborg
Stockholm University and Stockholm University
Downloads 149 (324,348)
Citation 3

Abstract:

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sequential neural networks, mortality forecasting, ensemble models, boosting, Lee-Carter model

7.

Estimation of Conditional Mean Squared Error of Prediction for Claims Reserving

Number of pages: 39 Posted: 03 Jan 2019
Mathias Lindholm, Filip Lindskog and Felix Wahl
Stockholm University, Stockholm University and Stockholm University
Downloads 113 (400,032)
Citation 2

Abstract:

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mean squared error of prediction, reserving methods, prediction error, estimation error, ultimate claim amount, claims development result, chain ladder method

8.

Local Bias Adjustment, Duration-Weighted Probabilities, and Automatic Construction of Tariff Cells

Number of pages: 29 Posted: 31 Oct 2022
Mathias Lindholm, Filip Lindskog and Johan Palmquist
Stockholm University, Stockholm University and Royal Institute of Technology (KTH)
Downloads 100 (436,230)

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Local bias adjustment, duration-weighted probabilities, non-life pricing, automatic tariffication

9.

A Note on Multi-Parametric Gradient Boosting Machines with Non-Life Insurance Applications

Number of pages: 16 Posted: 10 Feb 2023
Lukasz Delong, Mathias Lindholm and Henning Zakrisson
Warsaw School of Economics (SGH) - Institute of Econometrics, Stockholm University and Stockholm University
Downloads 73 (528,554)
Citation 1

Abstract:

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gradient boosting machines, cyclic coordinate descent, multi-parameter exponential family, early stopping

10.

A Note on Pandemic Mortality Rates

Number of pages: 10 Posted: 18 Mar 2021
Patrik Andersson and Mathias Lindholm
Uppsala University and Stockholm University
Downloads 52 (625,838)

Abstract:

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Proportional frailty, pandemic mortality stress, selection effects, Gompertz-Makeham, COVID-19

11.

On Duration Effects in Non-Life Insurance Pricing

Number of pages: 11 Posted: 18 Jun 2023
Mathias Lindholm and Taariq Nazar
Stockholm University and Stockholm University
Downloads 23 (824,262)

Abstract:

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Consistency, Duration, Exponential dispersion family, Generalised linear model, Over-dispersion, Deviance estimators, Pearson estimators

12.

Making Tweedie's Compound Poisson Model More Accessible

Eur. Actuar. J. (2021). https://doi.org/10.1007/s13385-021-00264-3
Posted: 01 Jul 2020 Last Revised: 17 Feb 2021
Lukasz Delong, Mathias Lindholm and Mario V. Wuthrich
Warsaw School of Economics (SGH) - Institute of Econometrics, Stockholm University and RiskLab, ETH Zurich

Abstract:

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compound Poisson model, gamma claim sizes, Tweedie's distribution, exponential dispersion family, generalized linear models, neural network

13.

Collective Reserving using Individual Claims Data

Scandinavian Actuarial Journal 2021 https://www.tandfonline.com/doi/full/10.1080/03461238.2021.1921836
Posted: 19 May 2020 Last Revised: 11 May 2021
Lukasz Delong, Mathias Lindholm and Mario V. Wuthrich
Warsaw School of Economics (SGH) - Institute of Econometrics, Stockholm University and RiskLab, ETH Zurich

Abstract:

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claims reserving, general insurance, individual claims data, micro-level reserving, neural networks, IBNR claims, RBNS claims, chain-ladder method, over-dispersed Poisson model

14.

Discrimination-Free Insurance Pricing

ASTIN Bulletin open access FirstView 2021 https://www.cambridge.org/core/journals/astin-bulletin-journal-of-the-iaa/article/discriminationfree-insurance-pricing/ED25C4053690E56050F437B8DF2AD117
Posted: 10 Feb 2020 Last Revised: 11 Oct 2021
Stockholm University, Old Mutual Insure, Bayes Business School (formerly Cass), City, University of London and RiskLab, ETH Zurich

Abstract:

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discrimination, differentiation, insurance pricing, individual policy char- acteristics, discriminatory covariates, direct discrimination, indirect discrimination, neural networks, complex algorithmic models, causal inference, confounding