Volume 34, Issue 2

Search all Computational Statistics articles

June 2019

Special Issue: Functional Data Analysis and Related Topics (Pages 447-652)

Issue Editors:

Germán Aneiros,
Philippe Vieu,
Ricardo Cao

23 articles in this issue

Editorial on the special issue on Functional Data Analysis and Related Topics
Germán Aneiros
Ricardo Cao
Philippe Vieu
Editorial 23 April 2019 Pages: 447 - 450
Modeling functional data: a test procedure
Enea G. Bongiorno
Aldo Goia
Philippe Vieu
Original Paper 23 May 2018 Pages: 451 - 468
Variable selection in functional additive regression models
Manuel Febrero-Bande
Wenceslao González-Manteiga
Manuel Oviedo de la Fuente
Original Paper 08 October 2018 Pages: 469 - 487
Dynamic semi-parametric factor model for functional expectiles
Petra Burdejová
Wolfgang K. Härdle
Original paper 03 April 2019 Pages: 489 - 502
Robust exponential squared loss-based estimation in semi-functional linear regression models
Ping Yu
Zhongyi Zhu
Zhongzhan Zhang
Original Paper 05 April 2018 Pages: 503 - 525
Functional data clustering via hypothesis testing k-means
Adriano Zanin Zambom
Julian A. A. Collazos
Ronaldo Dias
Original Paper 16 March 2018 Pages: 527 - 549
Clusters of effects curves in quantile regression models
Gianluca Sottile
Giada Adelfio
Original Paper 21 May 2018 Pages: 551 - 569
fdANOVA: an R software package for analysis of variance for univariate and multivariate functional data
Tomasz Górecki
Łukasz Smaga
Original Paper Open access 27 September 2018 Pages: 571 - 597
High dimensional two-sample test based on the inter-point distance
Shin-ichi Tsukada
Original Paper 09 November 2017 Pages: 599 - 615
Benefits of functional PCA in the analysis of single-trial auditory evoked potentials
Jan Koláček
Ondřej Pokora
Tzai-Wen Chiu
Original Paper 14 May 2018 Pages: 617 - 629
Clustering acoustic emission signals by mixing two stages dimension reduction and nonparametric approaches
O. I. Traore
P. Cristini
S. Viguier-Pla
Original paper 16 January 2019 Pages: 631 - 652
Binary surrogates with stratified samples when weights are unknown
Yu-Min Huang
Original Paper 19 September 2018 Pages: 653 - 682
A first-order approximated jackknifed ridge estimator in binary logistic regression
M. Revan Özkale
Engin Arıcan
Original Paper 13 November 2018 Pages: 683 - 712
Structure learning of sparse directed acyclic graphs incorporating the scale-free property
Xiao Guo
Hai Zhang
Yong Liang
Original Paper 29 September 2018 Pages: 713 - 742
Power comparison for propensity score methods
Byeong Yeob Choi
Chen-Pin Wang
Jonathan Gelfond
Original Paper 15 November 2018 Pages: 743 - 761
Classification trees with soft splits optimized for ranking
Jakub Dvořák
Original Paper 04 February 2019 Pages: 763 - 786
Median constrained bucket order rank aggregation
Antonio D’Ambrosio
Carmela Iorio
Roberta Siciliano
Original Paper 01 January 2019 Pages: 787 - 802
Package mTEXO for testing the presence of outliers in exponential samples
Chien-Tai Lin
Ying-Chen Lee
Narayanaswamy Balakrishnan
Original Paper 04 October 2018 Pages: 803 - 818
On the penalized maximum likelihood estimation of high-dimensional approximate factor model
Shaoxin Wang
Hu Yang
Chaoli Yao
Original Paper 23 January 2019 Pages: 819 - 846
A penalized simulated maximum likelihood method to estimate parameters for SDEs with measurement error
Libo Sun
Chihoon Lee
Jennifer A. Hoeting
Original Paper 24 October 2018 Pages: 847 - 863
Permutation based testing on covariance separability
Seongoh Park
Johan Lim
Sanghan Lee
Original Paper 27 September 2018 Pages: 865 - 883
Weighted multiple testing procedure for grouped hypotheses with k-FWER control
Li Wang
Original Paper 27 August 2018 Pages: 885 - 909
Estimation of multivariate 3rd moment for high-dimensional data and its application for testing multivariate normality
Takayuki Yamada
Tetsuto Himeno
Original Paper 22 January 2019 Pages: 911 - 941

Volume 34, Issue 2

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