596 citations · 1.1k across the 19 of their papers we have counts for
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Associating Growth in Infancy and Cognitive Performance in Early Childhood: A functional data analysis approach
Pantelis Z. Hadjipantelis, Kyunghee Han, Jane-Ling Wang +5
Physical growth traits can be naturally represented by continuous functions. In a large dataset of infancy growth patterns, we develop a practical approach to infer statistical ass…
Fréchet Estimation of Time-Varying Covariance Matrices From Sparse Data, With Application to the Regional Co-Evolution of Myelination in the Developing Brain
Alexander Petersen, Sean Deoni, Hans-Georg Müller
Assessing brain development for small infants is important for determining how the human brain grows during the early period of life when the rate of brain growth is at its peak. T…
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…