Open AccessAn Efficient Stochastic Bayesian Approach to Optimal Parameter and Uncertainty Estimation for Climate Model Predictions
Author(s) -
C. S. Jackson,
Mrinal K. Sen,
Paul L. Stoffa
Publication year - 2004
Publication title -
journal of climate
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.315
H-Index - 287
eISSN - 1520-0442
pISSN - 0894-8755
DOI - 10.1175/1520-0442(2004)017<2828:aesbat>2.0.co;2
Subject(s) - climate model , curse of dimensionality , monte carlo method , parameter space , uncertainty quantification , estimation theory , gibbs sampling , sensitivity analysis , bayesian probability , uncertainty analysis , stochastic modelling , computer science , mathematics , statistics , mathematical optimization , climate change , ecology , biology