Develops an NNGP spatio-temporal model with SMC squared inference for haplotype frequency estimation from pooled genetic data, demonstrated on 3- and 6-marker antimalarial resistance datasets in Africa.
Spatiotemporal Mathematical Modelling of Mutations of the Dhps Gene in
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A Bayesian spatio-temporal nearest neighbor Gaussian process model for pooled genetic data
Develops an NNGP spatio-temporal model with SMC squared inference for haplotype frequency estimation from pooled genetic data, demonstrated on 3- and 6-marker antimalarial resistance datasets in Africa.