Dr. Mehdi Maadooliat

Dr. Mehdi MaadooliatMarquette University

Cudahy Hall, 351

MilwaukeeWI53201United States of America(414) 288-6341mehdi.maadooliat@marquette.eduPersonal Website

Associate Professor

Department of Mathematical and Statistical Sciences

Courses Taught

• Statistical Machine Learning
• Computational Probability
• Regression Analysis
• Mathematical Statistics

Research Interests

• Bioinformatics
• Machine Learning
• Functional Data Analysis and Skewed Distributions

Publications

• H. Haghbin, Y. Zhao, and M. Maadooliat. Regularized multivariate functional principal component analysis for data observed on different domains. Foundations of Data Science (FoDS) (2025). DOI: 10.3934/fods.2025018.
• H. Haghbin, J. Trinka, and M. Maadooliat. Rfssa: An R package for functional singular spectrum analysis. The R Journal, Vol. 16, No. 2, 82-98 (2024). DOI: 10.32614/RJ-2024-019.
• H. Haghbin and M. Maadooliat. A journey from univariate to multivariate functional time series: A comprehensive review. WIREs Computational Statistics, Vol. 16, No. 1, e1640 (2024). DOI: 10.1002/wics.1640.
• J. Trinka, H. Haghbin, H. Shang, and M. Maadooliat. Functional time series forecasting: Functional singular spectrum analysis approaches. Stat, Vol. 12, e621 (2023). DOI: 10.1002/sta4.621.