Advanced analytical methodologies for measuring healthy ageing and its determinants, using factor analysis and machine learning techniques: the ATHLOS project

FF Caballero, G Soulis, W Engchuan… - Scientific reports, 2017 - nature.com
A most challenging task for scientists that are involved in the study of ageing is the
development of a measure to quantify health status across populations and over time. In the
present study, a Bayesian multilevel Item Response Theory approach is used to create a
health score that can be compared across different waves in a longitudinal study, using
anchor items and items that vary across waves. The same approach can be applied to
compare health scores across different longitudinal studies, using items that vary across …

[引用][C] Advanced analytical methodologies for measuring healthy ageing and its determinants, using factor analysis and machine learning techniques: the ATHLOS …

FF Caballero, G Soulis, W Engchuan
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