๐Ÿ‡บ๐Ÿ‡ธFrom Econometrics to Bayesian Network Analysis with BayesiaLab: Teaching and Applications


In this presentation, I briefly discuss the methodological approaches used in the teaching of modern data analysis for policy analysis and related majors at the intermediate/upper-intermediate level. Particular focus will be on the development of a conceptual bridge between traditional econometric methods, which remain the primary statistical tools in policy analysis, and modern methods of data analysis โ€“ Statistical Learning via Bayesian Networks. Finally, I will present several examples of using the BayesiaLab software package in empirical studies in different fields of policy analysis: international migration, cybersecurity, and environmental policy.

About the Presenter

Alexander Alexeev, Ph.D. Lecturer in Data Analysis and Modeling Paul H. Oโ€™Neill School of Public and Environmental Affairs Indiana Unversity

Last updated


Bayesia USA


Bayesia S.A.S.


Bayesia Singapore


Copyright ยฉ 2024 Bayesia S.A.S., Bayesia USA, LLC, and Bayesia Singapore Pte. Ltd. All Rights Reserved.