Hans-Georg Mueller, Ph.D., M.D.

Hans-Georg Mueller

Distinguished Professor

  • Statistics
He/Him/His
4236 Mathematical Sciences Building
One Shields Avenue, Davis CA 95616

Research Interests

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

Selected Works

  • 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.
Publications
  • Geodesic Mixed Effects Models for Repeatedly Observed/Longitudinal Random Objects
    Journal Article | Bhattacharjee, S., Müller, H. Journal of the American Statistical Association, ahead-of-print, 1-23. 10.1080/01621459.2025.2474267
  • Diet Shapes Mortality Response to Trauma in Old Tephritid Fruit Flies
    Journal Article | Carey, J., Liedo, P., Xu, C., Wang, J., Müller, H., Su, Y., Vaupel, J. PLOS ONE, 11, e0158468. 10.1371/journal.pone.0158468
  • Female access and diet affect insemination success, senescence and the cost of reproduction in the male Mexican fruit fly Anastrepha ludens
    Journal Article | Harwood, J., Chen, K., Liedo, P., Müller, H., Wang, J., Morice, A., Carey, J. Physiological Entomology, 40, 65-71. 10.1111/phen.12089
  • Unifying Amplitude and Phase Analysis: A Compositional Data Approach to Functional Multivariate Mixed-Effects Modeling of Mandarin Chinese
    Journal Article | Hadjipantelis, P., Aston, J., Müller, H., Evans, J. Journal of the American Statistical Association, 110, 545-559. 10.1080/01621459.2015.1006729