Email Address: firstname.lastname@example.org
Other Research Theme Collaborations: ESH
Xin has investigated various sequential/off-line inference methods including MCMC, SMC and ABC.
Xin has also developed an advanced ABC coupled with sensitivity analysis inference method. This algorithm bypasses the likelihood evaluation and delivers precise inferences via a selective computational budget allocation scheme.
Selected PapersLiu. X. and Niranjan, M (2012)State and Parameter Estimation of the Heat Shock Response System using Kalman and Particle Filters
Bioinformatics 28(11): 1501-1507