Improve estimation performance for mixture model

kyle-messier / PEGS_Mixture

Project on analyzing environmental and climate mixtures on health outcomes with the PEGS cohort

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Improve estimation performance for mixture model #5

Open sigmafelix opened 8 months ago

sigmafelix commented 8 months ago

bkmr package component is coded purely in R. I attempted to implement the functions in R-nimble or Julia-Turing based on the formulae in the original paper, which is still in progress. Continuing the conversion effort, I will explore methods such as DAG Analysis, BKMR-DLM, and BS3FA.

[ ] Trying working example in R-nimble
[ ] Compare results from toy data
[ ] Using PEGS data

kyle-messier commented 7 months ago

@sigmafelix I see you are attempting some Julia code for BKMR - that's cool. Happy to discuss that later.