Boente, Graciela; Parada, Daniela Robust estimation for functional quadratic regression models. (English) Zbl 07737938 Comput. Stat. Data Anal. 187, Article ID 107798, 24 p. (2023). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Pini, Alessia; Sørensen, Helle; Tolver, Anders; Vantini, Simone Local inference for functional linear mixed models. (English) Zbl 07710143 Comput. Stat. Data Anal. 181, Article ID 107688, 19 p. (2023). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Tang, Qingguo; Tu, Wei; Kong, Linglong Estimation for partial functional partially linear additive model. (English) Zbl 07602499 Comput. Stat. Data Anal. 177, Article ID 107584, 15 p. (2023). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Sisheng; Kong, Xiaoli A generalized correlated \(C_p\) criterion for derivative estimation with dependent errors. (English) Zbl 07512647 Comput. Stat. Data Anal. 171, Article ID 107473, 23 p. (2022). MSC: 62G08 62G05 62G07 × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Likun; del Castillo, Enrique; Berglund, Andrew J.; Tingley, Martin P.; Govind, Nirmal Computing confidence intervals from massive data via penalized quantile smoothing splines. (English) Zbl 1504.62064 Comput. Stat. Data Anal. 144, Article ID 106885, 25 p. (2020). MSC: 62G15 62G08 62R07 × Cite Format Result Cite Review PDF Full Text: DOI
Sang, Peijun; Wang, Liangliang; Cao, Jiguo Weighted empirical likelihood inference for dynamical correlations. (English) Zbl 1471.62180 Comput. Stat. Data Anal. 131, 194-206 (2019). MSC: 62-08 62G05 62P10 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Talská, R.; Menafoglio, A.; Machalová, J.; Hron, K.; Fišerová, E. Compositional regression with functional response. (English) Zbl 1469.62151 Comput. Stat. Data Anal. 123, 66-85 (2018). MSC: 62-08 62J05 62R10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Park, So Young; Xiao, Luo; Willbur, Jayson D.; Staicu, Ana-Maria; Jumbe, N. L’ntshotsholé A joint design for functional data with application to scheduling ultrasound scans. (English) Zbl 1469.62127 Comput. Stat. Data Anal. 122, 101-114 (2018). MSC: 62-08 62R10 62P10 × Cite Format Result Cite Review PDF Full Text: DOI OA License
Carissimo, Annamaria; Cutillo, Luisa; Feis, Italia De Validation of community robustness. (English) Zbl 1469.62029 Comput. Stat. Data Anal. 120, 1-24 (2018). MSC: 62-08 62H22 62J15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Liu, Baisen; Wang, Liangliang; Cao, Jiguo Estimating functional linear mixed-effects regression models. (English) Zbl 1466.62146 Comput. Stat. Data Anal. 106, 153-164 (2017). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bali, Juan Lucas; Boente, Graciela Robust estimators under a functional common principal components model. (English) Zbl 1464.62022 Comput. Stat. Data Anal. 113, 424-440 (2017). MSC: 62-08 62F35 62H25 × Cite Format Result Cite Review PDF Full Text: DOI
Nguyen, Hien D.; McLachlan, Geoffrey J.; Wood, Ian A. Mixtures of spatial spline regressions for clustering and classification. (English) Zbl 1468.62148 Comput. Stat. Data Anal. 93, 76-85 (2016). MSC: 62-08 62H30 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Hinde, John (ed.); Ingrassia, Salvatore (ed.); Lin, Tsung-I (ed.); McNicholas, Paul (ed.) Editorial: The third special issue on advances in mixture models. (English) Zbl 1469.00040 Comput. Stat. Data Anal. 93, 2-4 (2016). MSC: 00B15 62-06 62-08 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Hron, K.; Menafoglio, A.; Templ, M.; Hruzová, K.; Filzmoser, P. Simplicial principal component analysis for density functions in Bayes spaces. (English) Zbl 1468.62082 Comput. Stat. Data Anal. 94, 330-350 (2016). MSC: 62-08 62H25 62P20 × Cite Format Result Cite Review PDF Full Text: DOI Link
Wang, Shaoli; Huang, Mian; Wu, Xing; Yao, Weixin Mixture of functional linear models and its application to CO\(_2\)-GDP functional data. (English) Zbl 1468.62206 Comput. Stat. Data Anal. 97, 1-15 (2016). MSC: 62-08 62G08 62G07 62J05 62R10 62P20 × Cite Format Result Cite Review PDF Full Text: DOI
Huang, Lele; Zhao, Junlong; Wang, Huiwen; Wang, Siyang Robust shrinkage estimation and selection for functional multiple linear model through LAD loss. (English) Zbl 1466.62103 Comput. Stat. Data Anal. 103, 384-400 (2016). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Epifanio, Irene Functional archetype and archetypoid analysis. (English) Zbl 1466.62062 Comput. Stat. Data Anal. 104, 24-34 (2016). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Matsui, Hidetoshi Variable and boundary selection for functional data via multiclass logistic regression modeling. (English) Zbl 1506.62127 Comput. Stat. Data Anal. 78, 176-185 (2014). MSC: 62-08 62J12 62R10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Wang, Guochang; Lin, Nan; Zhang, Baoxue Functional \(k\)-means inverse regression. (English) Zbl 1471.62207 Comput. Stat. Data Anal. 70, 172-182 (2014). MSC: 62-08 62G08 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Amiri, Aboubacar; Crambes, Christophe; Thiam, Baba Recursive estimation of nonparametric regression with functional covariate. (English) Zbl 1471.62016 Comput. Stat. Data Anal. 69, 154-172 (2014). MSC: 62-08 62G08 62G07 62G20 62R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv HAL
Maronna, Ricardo A.; Yohai, Victor J. Robust functional linear regression based on splines. (English) Zbl 1471.62132 Comput. Stat. Data Anal. 65, 46-55 (2013). MSC: 62-08 62G08 62J05 62R10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Poskitt, D. S.; Sengarapillai, Arivalzahan Description length and dimensionality reduction in functional data analysis. (English) Zbl 1365.62225 Comput. Stat. Data Anal. 58, 98-113 (2013). MSC: 62H25 62H05 62P35 × Cite Format Result Cite Review PDF Full Text: DOI Link
González-Rodríguez, Gil; Colubi, Ana; Gil, María Ángeles Fuzzy data treated as functional data: a one-way ANOVA test approach. (English) Zbl 1243.62104 Comput. Stat. Data Anal. 56, No. 4, 943-955 (2012). MSC: 62J10 62G86 62G10 62J86 46N30 65C60 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Guochang; Lin, Nan; Zhang, Baoxue Functional linear regression after spline transformation. (English) Zbl 1239.62073 Comput. Stat. Data Anal. 56, No. 3, 587-601 (2012). MSC: 62H20 62J05 65D07 65C60 × Cite Format Result Cite Review PDF Full Text: DOI
Epifanio, Irene; Ventura-Campos, Noelia Functional data analysis in shape analysis. (English) Zbl 1464.62064 Comput. Stat. Data Anal. 55, No. 9, 2758-2773 (2011). MSC: 62-08 62H25 62H30 62R10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Berrendero, J. R.; Justel, A.; Svarc, M. Principal components for multivariate functional data. (English) Zbl 1464.62025 Comput. Stat. Data Anal. 55, No. 9, 2619-2634 (2011). MSC: 62-08 62H25 62R10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Zhou, Jie Maximum likelihood ratio test for the stability of sequence of Gaussian random processes. (English) Zbl 1328.62509 Comput. Stat. Data Anal. 55, No. 6, 2114-2127 (2011). MSC: 62M07 60G15 62G10 62G20 62-07 × Cite Format Result Cite Review PDF Full Text: DOI
Matsui, Hidetoshi; Konishi, Sadanori Variable selection for functional regression models via the \(L_1\) regularization. (English) Zbl 1271.62140 Comput. Stat. Data Anal. 55, No. 12, 3304-3310 (2011). MSC: 62J02 × Cite Format Result Cite Review PDF Full Text: DOI Link
Martínez-Camblor, Pablo; Corral, Norberto Repeated measures analysis for functional data. (English) Zbl 1261.65013 Comput. Stat. Data Anal. 55, No. 12, 3244-3256 (2011). MSC: 65C60 62F40 65C05 62-07 × Cite Format Result Cite Review PDF Full Text: DOI
Delicado, Pedro F. Dimensionality reduction when data are density functions. (English) Zbl 1247.62148 Comput. Stat. Data Anal. 55, No. 1, 401-420 (2011). MSC: 62H25 62H99 × Cite Format Result Cite Review PDF Full Text: DOI
Boudaoud, S.; Rix, H.; Meste, O. Core shape modelling of a set of curves. (English) Zbl 1464.62032 Comput. Stat. Data Anal. 54, No. 2, 308-325 (2010). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Park, Juhyun; Gasser, Theo; Rousson, Valentin Structural components in functional data. (English) Zbl 1453.62171 Comput. Stat. Data Anal. 53, No. 9, 3452-3465 (2009). MSC: 62-08 62H25 × Cite Format Result Cite Review PDF Full Text: DOI Link
Liu, Xueli; Yang, Mark C. K. Simultaneous curve registration and clustering for functional data. (English) Zbl 1452.62993 Comput. Stat. Data Anal. 53, No. 4, 1361-1376 (2009). MSC: 62R10 62H30 62P10 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
van der Linde, Angelika Variational Bayesian functional PCA. (English) Zbl 1452.62425 Comput. Stat. Data Anal. 53, No. 2, 517-533 (2008). MSC: 62H25 62G08 62R10 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Aguilera, Ana M.; Escabias, Manuel; Valderrama, Mariano J. Discussion of different logistic models with functional data. Application to systemic lupus erythematosus. (English) Zbl 1452.62791 Comput. Stat. Data Anal. 53, No. 1, 151-163 (2008). MSC: 62P10 62J12 62H25 62R10 62-08 × Cite Format Result Cite Review PDF Full Text: DOI Link
Hitchcock, David B.; Chen, Zhimin Smoothing dissimilarities to cluster binary data. (English) Zbl 1452.62448 Comput. Stat. Data Anal. 52, No. 10, 4699-4711 (2008). MSC: 62H30 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Aguilera, Ana M.; Escabias, Manuel; Valderrama, Mariano J. Forecasting binary longitudinal data by a functional PC-ARIMA model. (English) Zbl 1452.62691 Comput. Stat. Data Anal. 52, No. 6, 3187-3197 (2008). MSC: 62M20 62H25 62M10 62J12 62-08 × Cite Format Result Cite Review PDF Full Text: DOI Link
Cumming, J. A.; Wooff, D. A. Dimension reduction via principal variables. (English) Zbl 1452.62408 Comput. Stat. Data Anal. 52, No. 1, 550-565 (2007). MSC: 62H25 62-08 62P10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Manté, Claude; Yao, Anne-Françoise; Degiovanni, Claude Principal component analysis of measures, with special emphasis on grain-size curves. (English) Zbl 1162.62375 Comput. Stat. Data Anal. 51, No. 10, 4969-4983 (2007). MSC: 62H25 62P12 × Cite Format Result Cite Review PDF Full Text: DOI
Hlubinka, Daniel; Prchal, Luboš Changes in atmospheric radiation from the statistical point of view. (English) Zbl 1162.62442 Comput. Stat. Data Anal. 51, No. 10, 4926-4941 (2007). MSC: 62P12 86A10 62G08 65C60 × Cite Format Result Cite Review PDF Full Text: DOI
Harezlak, Jaroslaw; Coull, Brent A.; Laird, Nan M.; Magari, Shannon R.; Christiani, David C. Penalized solutions to functional regression problems. (English) Zbl 1162.62335 Comput. Stat. Data Anal. 51, No. 10, 4911-4925 (2007). MSC: 62G08 62N02 65C60 62P10 62P12 × Cite Format Result Cite Review PDF Full Text: DOI Link
Dabo-Niang, Sophie; Ferraty, Frédéric; Vieu, Philippe On the using of modal curves for radar waveforms classification. (English) Zbl 1162.62378 Comput. Stat. Data Anal. 51, No. 10, 4878-4890 (2007). MSC: 62H30 62G05 62G07 62P30 × Cite Format Result Cite Review PDF Full Text: DOI
Cardot, Hervé; Crambes, Christophe; Kneip, Alois; Sarda, Pascal Smoothing splines estimators in functional linear regression with errors-in-variables. (English) Zbl 1162.62333 Comput. Stat. Data Anal. 51, No. 10, 4832-4848 (2007). MSC: 62G08 65D07 65C60 62J05 × Cite Format Result Cite Review PDF Full Text: DOI Link
Manteiga, Wenceslao González; Vieu, Philippe Statistics for functional data. (English) Zbl 1162.62338 Comput. Stat. Data Anal. 51, No. 10, 4788-4792 (2007). MSC: 62G08 62G99 62H25 × Cite Format Result Cite Review PDF Full Text: DOI
Cuevas, Antonio; Febrero, Manuel; Fraiman, Ricardo On the use of the bootstrap for estimating functions with functional data. (English) Zbl 1157.62390 Comput. Stat. Data Anal. 51, No. 2, 1063-1074 (2006). MSC: 62G09 65C05 × Cite Format Result Cite Review PDF Full Text: DOI
Kim, Yuwon; Koo, Ja-Yong Inverse boosting for monotone regression functions. (English) Zbl 1429.62142 Comput. Stat. Data Anal. 49, No. 3, 757-770 (2005). MSC: 62G08 62G07 × Cite Format Result Cite Review PDF Full Text: DOI
Cuevas, Antonio; Febrero, Manuel; Fraiman, Ricardo An ANOVA test for functional data. (English) Zbl 1429.62726 Comput. Stat. Data Anal. 47, No. 1, 111-122 (2004). MSC: 62R10 62G07 62G08 62G10 62J10 × Cite Format Result Cite Review PDF Full Text: DOI