720 citations · 1.5k across the 26 of their papers we have counts for
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math.ST2022★ 1 cited
Functional linear and single-index models: A unified approach via Gaussian Stein identity
Krishnakumar Balasubramanian, Hans-Georg Müller, Bharath K. Sriperumbudur
Functional linear and single-index models are core regression methods in functional data analysis and are widely used for performing regression in a wide range of applications when…
stat.ME2022★ 3 cited
Metric Statistics: Exploration and Inference for Random Objects With Distance Profiles
Paromita Dubey, Yaqing Chen, Hans-Georg Müller
This article provides an overview on the statistical modeling of complex data as increasingly encountered in modern data analysis. It is argued that such data can often be describe…