Machine learning versus regression modelling in predicting individual healthcare costs from a representative sample of the nationwide claims database in France

Neural networks for pattern recognition

Choice Reviews Online · 1994 · 18.7K citations

Computing, Computer Science, Computer Vision +13

An R-squared measure of goodness of fit for some common nonlinear regression models

A. Colin Cameron, Frank Windmeijer · Journal of Econometrics · 1997 · 1.2K citations

Pharmacy, Biostatistics, Psychometrics +12

The Charlson comorbidity index is adapted to predict costs of chronic disease in primary care patients

Mary E. Charlson, Robert E. Charlson, Janey C. Peterson et al. · Journal of Clinical Epidemiology · 2008 · 945 citations

Education, Pharmacoeconomics, Clinical Epidemiology +15

Construction of an adaptable European transnational ecological deprivation index: the French version

Carole Pornet, Cyrille Delpierre, Olivier Dejardin et al. · Journal of Epidemiology & Community Health · 2012 · 364 citations · Full text

Social Sciences, Population Health Sciences, Social Demography +15

How Does Risk Selection Respond to Risk Adjustment? New Evidence from the Medicare Advantage Program

Jason Brown, Mark Duggan, Ilyana Kuziemko et al. · American Economic Review · 2014 · 266 citations · Full text

Business, Health Policy, Health Services Administration +17