bym2

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burning-cost / insurance-spatial

BYM2 spatial territory ratemaking for insurance pricing — PyMC 5 ICAR, adjacency, Moran's I diagnostics

python machine-learning insurance geospatial pricing pymc bayesian postcode actuarial spatial-statistics icar insurance-pricing spatial-smoothing bym2 territory-rating uk-insurance postcode-pricing

Updated Apr 3, 2026
Python

burningcost / insurance-spatial

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BYM2 spatial territory ratemaking for UK personal lines insurance. Adjacency graphs, PyMC 5 ICAR, Moran's I diagnostics.

python insurance spatial pricing pymc actuarial icar insurance-pricing bym2 territory-rating uk-insurance

Updated Mar 7, 2026
Python

ujjwalks96 / odisha-bayesian-sae-worldpop

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Bayesian Small Area Estimation of district-level population in Odisha using WorldPop and Sentinel-2 derived covariates (NTL, NDVI, EVI) with INLA-BYM2 spatial models in R.

rstudio uncertainty-quantification inla bayesian-statistics population-estimation small-area-estimation sentinel-2 viirs-satellites viirs worldpop viirs-data spatial-modelling bym2 credible-intervals demographic-planning

Updated Mar 4, 2026
R

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