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Theory and Methods

New Tests for Equality of Several Covariance Functions for Functional Data

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Pages 1251-1263 | Received 01 Sep 2017, Published online: 15 Aug 2018

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Salil Koner, So Young Park & Ana-Maria Staicu. PROFIT: projection-based test in longitudinal functional data. Journal of Nonparametric Statistics 0:0, pages 1-28.
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Gil González–Rodríguez, Ana Colubi, Wenceslao González–Manteiga & Manuel Febrero–Bande. (2024) A consistent test of equality of distributions for Hilbert-valued random elements. Journal of Multivariate Analysis 202, pages 105312.
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Zhiping Qiu, Jiangyuan Fan, Jin-Ting Zhang & Jianwei Chen. (2024) Tests for equality of several covariance matrix functions for multivariate functional data. Journal of Multivariate Analysis 199, pages 105243.
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Valentina Masarotto & Guido Masarotto. (2023) Covariance‐based soft clustering of functional data based on the Wasserstein–Procrustes metric. Scandinavian Journal of Statistics.
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Saeed Hayati, Kenji Fukumizu & Afshin Parvardeh. (2023) Kernel mean embedding of probability measures and its applications to functional data analysis. Scandinavian Journal of Statistics.
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Changbo Zhu & Jane-Ling Wang. (2023) Testing homogeneity: the trouble with sparse functional data. Journal of the Royal Statistical Society Series B: Statistical Methodology 85:3, pages 705-731.
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Mirosław Krzyśko & Łukasz Smaga. (2023) Application of distance standard deviation in functional data analysis. Advances in Data Analysis and Classification.
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Weicheng Zhu, Sheng Xu, Catherine C. Liu & Yehua Li. (2022) Minimax powerful functional analysis of covariance tests with application to longitudinal genome‐wide association studies. Scandinavian Journal of Statistics 50:1, pages 266-295.
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Tianming Zhu, Jin-Ting Zhang & Ming-Yen Cheng. (2022) One-way MANOVA for functional data via Lawley–Hotelling trace test. Journal of Multivariate Analysis 192, pages 105095.
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Zhiping Qiu, Jianwei Chen & Jin-Ting Zhang. (2021) Two-sample tests for multivariate functional data with applications. Computational Statistics & Data Analysis 157, pages 107160.
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Łukasz Smaga & Jin‐Ting Zhang. (2019) Linear hypothesis testing for weighted functional data with applications. Scandinavian Journal of Statistics 47:2, pages 493-515.
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