Time-series forecasting of mortality rates using deep learning
Francesca Perla, Ronald Richman, Salvatore Scognamiglio and Mario V. Wüthrich
| Year of publication: |
2021
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|---|---|
| Authors: | Perla, Francesca ; Richman, Ronald ; Scognamiglio, Salvatore ; Wüthrich, Mario V. |
| Published in: |
Scandinavian actuarial journal. - Stockholm : Taylor & Francis, ISSN 1651-2030, ZDB-ID 2029609-5. - Vol. 2021.2021, 7, p. 572-598
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| Subject: | convolutional neural networks | human mortality database | Lee-Carter model | Mortality forecasting | recurrent neural networks | representation learning | time-series forecasting | Neuronale Netze | Neural networks | Sterblichkeit | Mortality | Prognoseverfahren | Forecasting model | Zeitreihenanalyse | Time series analysis | Theorie | Theory | Lernprozess | Learning process |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1080/03461238.2020.1867232 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10012624635