Hans-Georg Müller, Ph.D., M.D.

Hans-Georg Mueller

Position Title
Distinguished Professor

Unit
Statistics

4236 Mathematical Sciences Building
One Shields Avenue, Davis CA 95616
Bio

Research Interests

  • Functional Data Analysis
  • Fréchet Analysis of Random Objects: Distributions, Covariances, 
    Networks
  • Applications: Longitudinal Studies, Brain Imaging, Growth and Development, Aging and Longevity

Recent Publications

  • Petersen, A., Deoni, S., Müller, H.G. (2018). Fréchet estimation of time-varying covariance matrices from sparse data, with application to the regional co-evolution of myelination in the developing brain. Annals of Applied Statistics (to appear)
  • Petersen, A., Müller, H.G. (2018). Fréchet regression for random objects with Euclidean predictors. Annals of Statistics (to appear) 
  • Dai, X., Wang, H., Dvorak, J., Bennetzen, J., Müller, H.G. (2018). Birth and death of LTR retrotransposons in Aegilops tauschii. Genetics (to appear)
  • Dawson, M., Müller, H.G. (2018). Dynamic modeling of conditional quantile trajectories, with application to longitudinal snippet data. J. American Statistical Association (to appear)
  • Lin, Z., Müller, H.G., Yao, F. (2018). Mixture inner product spaces and their application to functional data analysis. Annals of Statistics 46, 370-400. 
  • Luo, M.C. et al.(2017). Genome sequence of the progenitor of the wheat D genome Aegilops tauschii. Nature 551, 498-502.