Cirad-ASTRE / mapMCDA

Produce an epidemiological risk map by weighting multiple risk factors
https://umr-astre.pages.mia.inra.fr/mapMCDA/
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Vignette: assessment of uncertainty #34

Open famuvie opened 5 years ago

famuvie commented 5 years ago

Produce a worked-out case study on uncertainty quantification.

This needs to be done programmatically (i.e. without the interface). Make explicit the inputs that have some uncertainty (basically, the weights) and make a function that produces the risk map given an input.

Make some sensible assumptions about the uncertainty on the weights and produce maps from a sample of possible weights.

Finally, compute some maps summarising the weighted average risk map and quartile maps, sd maps, etc.

famuvie commented 5 years ago

Eventually, we could enhance the interface to allow introducing uncertainty assessments for the input pair-wise comparison matrix in order to produce the uncertainty map automatically.