Isambi Sailon Mbalawata

Parameter estimation in stochastic differential equations with Markov chain Monte Carlo and non-linear Kalman filtering

Isambi Sailon Mbalawata, Simo Särkkä, Heikki Haario · Computational Statistics · 2012 · 77 citations

State Estimation, Parameter Estimation, Nonlinear Filtering +10

Adaptive Metropolis algorithm using variational Bayesian adaptive Kalman filter

Isambi Sailon Mbalawata, Simo Särkkä, Matti Vihola et al. · Computational Statistics & Data Analysis · 2014 · 52 citations

State Estimation, Engineering, Adaptive Metropolis Algorithm +4

Mathematical modeling of COVID-19 transmission dynamics between healthcare workers and community

Lemjini Masandawa, Silas Mirau, Isambi Sailon Mbalawata · Results in Physics · 2021 · 39 citations · Full text

Posterior inference on parameters of stochastic differential equations via non-linear Gaussian filtering and adaptive MCMC

Simo Särkkä, Jouni Hartikainen, Isambi Sailon Mbalawata et al. · Statistics and Computing · 2013 · 33 citations

Parameter Identification, Nonlinear Filtering, Engineering +8

Mathematical modeling of vaccination as a control measure of stress to fight COVID-19 infections

James Nicodemus Paul, Isambi Sailon Mbalawata, Silas Mirau et al. · Chaos Solitons & Fractals · 2022 · 29 citations · Full text

Vaccination, Control Measure, Infectious Disease Modeling +8