3 citations · 5 across the 4 of their papers we have counts for
4 papers
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…
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…
An RKHS approach for pivotal inference in functional linear regression
Holger Dette, Jiajun Tang
We develop methodology for testing hypotheses regarding the slope function in functional linear regression for time series via a reproducing kernel Hilbert space approach. In contr…
Statistical inference for function-on-function linear regression
Holger Dette, Jiajun Tang
Function-on-function linear regression is important for understanding the relationship between the response and the predictor that are both functions. In this article, we propose a…