A comparison of numerical approaches for statistical inference with stochastic models - Bacci, Marco; Sukys, Jonas; Reichert, Peter; Ulzega, Simone; Albert, Carlo (Stochastic environmental research and risk assessment, 2023)
Keywords: Aquatic Pollution; Chemistry and Earth Sciences; Computational Intelligence; Computer Science; Earth and Environmental Science; Earth Sciences; Environment; Hydrologic data; Hydrologic models; Hydrology; Markov chains; Math. Appl. in Environmental Science; Mathematical models; Original Paper; Physics; Probability Theory and Stochastic Processes; Statistical analysis; Statistical inference; Statistics for Engineering; Stochastic models; Stochasticity; Uncertainty; Waste Water Technology; Water Management; Water Pollution Control; Stochastic model; Particle Markov Chain Monte Carlo; Hamiltonian Monte Carlo; Uncertainty quantification; Calibration; Bayesian inference; Gibbs sampling