Bayesian statistics is an approach to data analysis based on Bayes’ theorem, where available knowledge about parameters in a statistical model is updated with the information in observed data. The ...

In the last decades, the wide use of computationally intensive methods has shaped all scientific fields. This includes for instance the development of large models, the investigation of these models ...

Abstract: Capturing the mutual dependencies among states is crucial for practical fixed-interval smoothing problems in motion estimation. However, the resulting non-causal properties present ...

gamma_r_true = c(-0.7,-0.7) beta_r_true = c(-1,0.5,0.5) phi_true = -1.2 ####define objects to record the estimation results Ealpha_IN = array(0, dim = c(N_REPS,1 ...