122 citations · 167 across the 3 of their papers we have counts for
4 papers
Estimation of functional derivatives
Peter Hall, Hans-Georg Müller, Fang Yao
Situations of a functional predictor paired with a scalar response are increasingly encountered in data analysis. Predictors are often appropriately modeled as square integrable sm…
Distance-based clustering of sparsely observed stochastic processes, with applications to online auctions
Jie Peng, Hans-Georg Müller
We propose a distance between two realizations of a random process where for each realization only sparse and irregularly spaced measurements with additional measurement errors are…
Accelerated convergence for nonparametric regression with coarsened predictors
Aurore Delaigle, Peter Hall, Hans-Georg Müller
We consider nonparametric estimation of a regression function for a situation where precisely measured predictors are used to estimate the regression curve for coarsened, that is,…
Generalized functional linear models
Hans-Georg Muller, Ulrich Stadtmuller
We propose a generalized functional linear regression model for a regression situation where the response variable is a scalar and the predictor is a random function. A linear pred…