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MEASURING OVERFITTING IN NONLINEAR MODELS: A NEW METHOD AND AN APPLICATION TO HEALTH EXPENDITURES

Bilger, Marcel; Manning, Willard G. - In: Health Economics 24 (2015) 1, pp. 75-85

SUMMARY When fitting an econometric model, it is well known that we pick up part of the idiosyncratic characteristics of the data along with the systematic relationship between dependent and explanatory variables. This phenomenon is known as overfitting and generally occurs when a model is...

Persistent link: https://www.econbiz.de/10011160886

A latent class approach to inequity in health using biomarker data

Carrieri, Vincenzo; Davillas, Apostolos; Jones, Andrew M. - In: Health Economics 29 (2020) 7, pp. 808-826

Persistent link: https://www.econbiz.de/10012273069

Inequality of opportunity in health : A decomposition-based approach

Carrieri, Vincenzo; Jones, Andrew M. - In: Health Economics 27 (2018) 12, pp. 1981-1995

Persistent link: https://www.econbiz.de/10012082368

Vaccine hesitancy and (fake) news: Quasi‐experimental evidence from Italy

Carrieri, Vincenzo; Madio, Leonardo; Principe, Francesco - In: Health Economics (2019)

Persistent link: https://www.econbiz.de/10012082464

Predicting vaccine hesitancy from area‐level indicators : A machine learning approach

Carrieri, Vincenzo; Lagravinese, Raffele; Resce, Giuliano - In: Health Economics 30 (2021) 12, pp. 3248-3256

Persistent link: https://www.econbiz.de/10012632753