3 citations · 5 across the 5 of their papers we have counts for
7 papers · 1 filter
Estimating the conditional distribution in functional regression problems
Siegfried Hörmann, Thomas Kuenzer, Gregory Rice
We consider the problem of consistently estimating the conditional distribution of a functional data object given covariates in a general…
Consistency of Binary Segmentation For Multiple Change-Points Estimation With Functional Data
Gregory Rice, Chi Zhang
For sequentially observed functional data exhibiting multiple change points in the mean function, we establish consistency results for the estimated number and locations of the cha…
Two-sample tests for relevant differences in the eigenfunctions of covariance operators
Alexander Aue, Holger Dette, Gregory Rice
This paper deals with two-sample tests for functional time series data, which have become widely available in conjunction with the advent of modern complex observation systems. Her…
A new class of change point test statistics of Rényi type
Lajos Horváth, Curtis Miller, Gregory Rice
A new class of change point test statistics is proposed that utilizes a weighting and trimming scheme for the cumulative sum (CUSUM) process inspired by Rényi (1953). A thorough as…
A general white noise test based on kernel lag-window estimates of the spectral density operator
Vaidotas Characiejus, Gregory Rice
We propose a general white noise test for functional time series based on estimating a distance between the spectral density operator of a weakly stationary time series and the con…
Estimation of the time of change in panel data
Lajos Horváth, Marie Hušková, Gregory Rice +1
We consider the problem of estimating the common time of a change in the mean parameters of panel data when dependence is allowed between the panels in the form of a common factor.…