Xun Pang, Modeling Heterogeneity and Serial Correlation in Binary Time-Series Cross-sectional Data: A Bayesian Multilevel Model with AR (p) Errors, Political Analysis, Vol. 18, No. 4 (Autumn 2010), pp ...

Computational Statistics & Data Analysis (2009). [2] Studying dietary intake in daily life through multilevel two-part modelling: a novel analytical approach and its practical application.

We implement a hierarchical Bayesian approach to parameterize widely used depth‐damage functions resulting in a hierarchical (multilevel) Bayesian model (HBM) for flood loss estimation that accounts ...

Alexander Naumann, Jan Hochweber, Johannes Hartig, Modeling Instructional Sensitivity Using a Longitudinal Multilevel Differential Item Functioning Approach, Journal of Educational Measurement, Vol.

Statistical decision theory: risk, decision rules, loss and utility functions, Bayesian expected loss, Frequentist risk. Bayesian Analysis: Bayes theorem, prior, posterior and predictive distributions ...