58 citations · 188 across the 7 of their papers we have counts for
4 papers · 1 filter
Testing for linearity in scalar-on-function regression with responses missing at random
Manuel Febrero-Bande, Pedro Galeano, Eduardo García-Portugués +1
A goodness-of-fit test for the Functional Linear Model with Scalar Response (FLMSR) with responses Missing at Random (MAR) is proposed in this paper. The test statistic relies on a…
Functional outlier detection by a local depth with application to NOx levels
Carlo Sguera, Pedro Galeano, Rosa Lillo
This paper proposes methods to detect outliers in functional data sets and the task of identifying atypical curves is carried out using the recently proposed kernelized functional…
Spatial Depth-Based Classification for Functional Data
Carlo Sguera, Pedro Galeano, Rosa Lillo
We enlarge the number of available functional depths by introducing the kernelized functional spatial depth (KFSD). KFSD is a local-oriented and kernel-based version of the recentl…
Multiple break detection in the correlation structure of random variables
Pedro Galeano, Dominik Wied
Correlations between random variables play an important role in applications, e.g.\ in financial analysis. More precisely, accurate estimates of the correlation between financial r…