8 citations · 11 across the 5 of their papers we have counts for
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stat.CO2021
BNPdensity: Bayesian nonparametric mixture modeling in R
Julyan Arbel, Guillaume Kon Kam King, Antonio Lijoi +2
Robust statistical data modelling under potential model mis-specification often requires leaving the parametric world for the nonparametric. In the latter, parameters are infinite…
stat.CO2020★ 1 cited
Exact inference for a class of non-linear hidden Markov models on general state spaces
Guillaume Kon Kam King, Omiros Papaspiliopoulos, Matteo Ruggiero
Exact inference for hidden Markov models requires the evaluation of all distributions of interest - filtering, prediction, smoothing and likelihood - with a finite computational ef…