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 Detalle_Publicacion

Does information theory provide a new paradigm for Earth Science? hypothesis testing

Abstract: Model evaluation and hypothesis testing are fundamental to any field of science. We propose here that by changing slightly the way we think and communicate about inference?from being fundamentally a problem of uncertainty quantification to being a problem of information quantification?allows us to avoid certain problems related to testing models as hypotheses. We propose that scientists are typically interested in assessing the information provided by models, not the truth value or likelihood of a model. Information theory allows us to formalize this perspective

 Autoría: Nearing G.S., Ruddell B.L., Bennett A.R., Prieto C., Gupta H.V.,

 Fuente: Water Resources Research, 2020, 56(2), e2019WR024918

Editorial: American Geophysical Union

 Fecha de publicación: 01/02/2020

Nº de páginas: 8

Tipo de publicación: Artículo de Revista

 DOI: 10.1029/2019WR024918

ISSN: 0043-1397,1944-7973

Autoría

NEARING, GREY S.

RUDDELL, BENJAMIN L.

BENNETT, ANDREW R.

GUPTA, HOSHIN V.