Isambi S. Mbalawata

Publication Activity (10 Years)

Years Active: 2013-2017
Publications (10 Years): 2

Top Topics

Particle Filter

Markov Chain Monte Carlo

Top Venues

Math. Comput. Simul.

Comput. Stat. Data Anal.

Publications

Denis Ndanguza, Isambi S. Mbalawata, Heikki Haario, Jean M. Tchuenche
Analysis of bias in an Ebola epidemic model by extended Kalman filter approach. Math. Comput. Simul. 142 (2017)
Isambi S. Mbalawata, Simo Särkkä
Moment conditions for convergence of particle filters with unbounded importance weights. Signal Process. 118 (2016)
Isambi S. Mbalawata, Simo Särkkä, Matti Vihola, Heikki Haario
Adaptive Metropolis algorithm using variational Bayesian adaptive Kalman filter. Comput. Stat. Data Anal. 83 (2015)
Isambi S. Mbalawata, Simo Särkkä
convergence of particle filters for unbounded test functions. EUSIPCO (2014)
Betty K. Nannyonga, Gasper Godson Mwanga, Heikki Haario, Isambi S. Mbalawata, M. Heilio
Determining parameter distribution in within-host severe P. falciparum malaria. Biosyst. 126 (2014)
Isambi S. Mbalawata, Simo Särkkä
convergence of particle filters with general importance distributions. ICASSP (2014)
Isambi S. Mbalawata, Simo Särkkä, Heikki Haario
Parameter estimation in stochastic differential equations with Markov chain Monte Carlo and non-linear Kalman filtering. Comput. Stat. 28 (3) (2013)