Functional Data Analysis (Brief Overview) (Encyclopedia Version) (Print Version)

Wang, J.L., Chiou, J., Müller, H.G. (2016). Functional Data Analysis. Annual Review of Statistics and Its Application (pdf)

Müller, H.G., Petersen, A. (2016). Density estimation including examples. Wiley StatsRef: Statistics Reference Online (WSR) (pdf)

Müller, H.G. (2016). Peter Hall, functional data analysis and random objects. Annals of Statistics 44, 1867-1887. (pdf)

Chen, K., Zhang, X., Petersen, A., Müller, H.G. (2015). Quantifying infinite-dimensional data: Functional Data Analysis in action. Statistics in Biosciences, 1-23. (pdf)

Müller, H.G. (2009). Functional modeling of longitudinal data. In: Longitudinal Data Analysis (Handbooks of Modern Statistical Methods), Ed. Fitzmaurice, G., Davidian, M., Verbeke, G., Molenberghs, G., Wiley, New York, 223--252. (pdf)

Some recent papers

Chen, K., Delicado, P., Müller, H.G. (2017). Modeling function-valued stochastic processes, with applications to fertility dynamics. J. Royal Statistical Society B 79, 177-196. (pdf)

Ji, H., Müller, H.G. (2017). Optimal designs for longitudinal and functional data. J. Royal Statistical Society B 79, 859-876.(pdf)

Han, K., Müller, H.G., Park, B.U. (2017). Smooth backfitting for additive modeling with small errors-in-variables, with an application to additive functional regression for multiple predictor functions. Bernoulli (pdf)

Dai, X., Müller, H.G., Yao, F. (2017). Optimal Bayes classifiers for functional data and density ratios. Biometrika (pdf) (Supplement)

Lin, Z., Müller, H.G., Yao, F. (2017). Mixture inner product spaces and their application to functional data analysis. Annals of Statistics (pdf)

Dai, X., Tao, W., Müller, H.G. (2017). Derivative principal components for representing the time dynamics of longitudinal and functional data. Statistica Sinica (pdf)

Ji, H., Müller, H.G., Papadopoulos, N.T., Carey, J. (2017). Quantifying functionals of age distributions in the wild by solving an operator equation. J. Mathematical Biology (pdf)

Hadjipantelis, P., Müller, H.G. (2017). Functional data analysis for big data: A case study on California temperature trends. In: Handbook of Big Data Analytics, Springer (pdf)

Dawson, M., Müller, H.G. (2017). Dynamic modeling of conditional quantile trajectories, with application to longitudinal snippet data. J. American Statistical Association (pdf)

Petersen, A., Müller, H.G. (2017). Fréchet regression for random objects with Euclidean predictors. Annals of Statistics (pdf)

Dai,X., Müller, H.G. (2017). Principal component analysis for functional data on Riemannian manifolds and spheres. Annals of Statistics (pdf)

Luo, M.C. et al. (2017). Genome sequence of the progenitor of the wheat D genome, Aegilops tauschii. Nature 551, 498-502.(pdf)