Using machine learning to unveil the predictors of intergenerational mobility
by Luís Clemente-Casinhas, Alexandra Ferreira-Lopes and Luís Filipe Martins
| Year of publication: |
2025
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|---|---|
| Authors: | Clemente-Casinhas, Luís ; Ferreira-Lopes, Alexandra ; Martins, Luís Filipe |
| Published in: |
Review of income and wealth. - Oxford [u.a.] : Wiley-Blackwell, ISSN 1475-4991, ZDB-ID 2051176-0. - Vol. 71.2025, 1, Art.-No. e12710, p. 1-33
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| Subject: | gradient boosting | intergenerational mobility in income and education | predictors of intergenerational mobility | random forest | rigorous least absolute shrinkage and selection operator | Shapley values | Soziale Mobilität | Social mobility | Intergenerationenmobilität | Intergenerational mobility | Künstliche Intelligenz | Artificial intelligence | Generationengerechtigkeit | Intergenerational equity | Intergenerationale Übertragung | Intergenerational transfer | Einkommensverteilung | Income distribution | Bildungsniveau | Educational achievement |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1111/roiw.12710 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015168651