search

florianhartig / BayesianTools

General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics
https://cran.r-project.org/web/packages/BayesianTools/index.html
115 stars 29 forks source link

Implement Sensitivity Analysis / Uncertainty tracking on MCMC sampling #65

Open florianhartig opened 6 years ago

florianhartig commented 6 years ago

Make a function to show the sensitivity of a model output on the parameters in the MCMC sample, as well as their contribution to the output uncertainty.

florianhartig commented 6 years ago

I'm thinking of the same thing we do in

Augustynczik, A. L. D.; Hartig, F.; Minunno, F.; Kahle, H.-P.; Diaconu, D.; Hanewinkel, M. & Yousefpour, R. Productivity of Fagus sylvatica under climate change -- A Bayesian analysis of risk and uncertainty using the model 3-PG 2017, 401, 192-206