
Assistant Professor
Office Hours:
please email for appointment
Office Location:
South Hall 5517
Website:
Specialization:
Statistics
Education:
2010, Arizona State University, B.S. (Mathematics)
2016, University of California, Davis, M.S. and Ph.D. (Statistics)
Research:
"Next-Generation" Functional Data; Object-Oriented Data Analysis (Random Objects); Neuroimaging Analysis; Functional Connectivity in the Brain; Nonlinear Methods; Nonparametric Statistics
Publications:
Recent Publications
- Petersen, A. and Müller, H.G. Fréchet regression for random objects with Euclidean predictors. (Annals of Statistics, forthcoming)
- Petersen, A., Zhao, J., Carmichael, O. and Müller, H.G. (2016). Quantifying individual brain connectivity with functional principal components for networks. Brain Connectivity, 6(7), 540-547.
- Petersen, A. and Müller, H.G. Fréchet integration and adaptive metric selection for interpretable covariances of multivariate functional data (2016). Biometrika, 103(1), 103-120.
- Petersen, A. and Müller, H.G. Functional data analysis for density functions by transformation to a Hilbert space (2016). Annals of Statistics, 44(1), 183-218.
Courses:
Fall 2017
- PSTAT 126 - Regression Analysis
- PSTAT 207A - Statistical Theory