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math.ST2024★ 1 cited
Simultaneous semiparametric inference for single-index models
Jiajun Tang, Holger Dette
In the common partially linear single-index model we establish a Bahadur representation for a smoothing spline estimator of all model parameters and use this result to prove the jo…
math.ST2024★ 1 cited
New energy distances for statistical inference on infinite dimensional Hilbert spaces without moment conditions
Holger Dette, Jiajun Tang
For statistical inference on an infinite-dimensional Hilbert space $\H $ with no moment conditions we introduce a new class of energy distances on the space of probability measures…