An MCMC Algorithm for Parameter Estimation in Signals with Hidden Intermittent Instability. - Nan Chen 004; Dimitrios Giannakis; Radu Herbei; Andrew J. Majda (SIAM/ASA J. Uncertain. Quantification, 2014)

A Monte Carlo approach to quantifying model error in Bayesian parameter estimation. - Staci A. White; Radu Herbei (Comput. Stat. Data Anal., 2015)

Maximum Likelihood Estimation for Stochastic Differential Equations Using Sequential Gaussian-Process-Based Optimization. - Grant Schneider; Peter F. Craigmile; Radu Herbei (Technometrics, 2017)