Multiple regression, longitudinal data and welfare in the 19th century: reflections on Yule (1899)

The paper that G. U. Yule read to the Royal Statistical Society in 1899 is, by virtue of its application of multiple regression to observational data, a landmark in social statistics. It is also an illustration of the value of relating a change in an explanatory variable to a change in the response...

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Veröffentlicht in:Journal of the Royal Statistical Society. Series A, Statistics in society Statistics in society, 2018-02, Vol.181 (2), p.517-533
1. Verfasser: Plewis, Ian
Format: Artikel
Sprache:eng
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Zusammenfassung:The paper that G. U. Yule read to the Royal Statistical Society in 1899 is, by virtue of its application of multiple regression to observational data, a landmark in social statistics. It is also an illustration of the value of relating a change in an explanatory variable to a change in the response when wishing to draw causal conclusions. This paper returns to Yule's data and analysis from a 21st-century perspective. A range of multilevel and fixed effects models are fitted to the reconstructed data set and his conclusions are re-examined. The social and political contexts of Yule's work are also considered.
ISSN:0964-1998
1467-985X
DOI:10.1111/rssa.12272