Romor, Francesco; Tezzele, Marco; Rozza, Gianluigi A local approach to parameter space reduction for regression and classification tasks. (English) Zbl 1539.41020 J. Sci. Comput. 99, No. 3, Paper No. 83, 30 p. (2024). Reviewer: Martin D. Buhmann (Gießen) MSC: 41A30 41A63 65D15 65C20 62K20 62H30 62G08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Vitelli, Valeria A novel framework for joint sparse clustering and alignment of functional data. (English) Zbl 07814033 J. Nonparametric Stat. 36, No. 1, 182-211 (2024). MSC: 62Gxx 62H30 62M99 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Baragilly, Mohammed H.; Gabr, Hend; Willis, Brian H. Clustering analysis of multivariate data: a weighted spatial ranks-based approach. (English) Zbl 07770362 J. Probab. Stat. 2023, Article ID 8849404, 15 p. (2023). MSC: 62Hxx 62-XX 62Gxx × Cite Format Result Cite Review PDF Full Text: DOI OA License
Pérez-Fernández, Raúl On the use of robust estimators of multivariate location for heterogeneous data. (English) Zbl 07761653 Stat. Probab. Lett. 203, Article ID 109920, 8 p. (2023). MSC: 62F35 62H12 62H30 62G35 × Cite Format Result Cite Review PDF Full Text: DOI OA License
Liang, Beiting; Gao, Taoxuan; Bai, Defa; Wang, Guochang Functional dimension reduction based on fuzzy partition and transformation. (English) Zbl 1521.62056 Aust. N. Z. J. Stat. 64, No. 1, 45-66 (2022). MSC: 62G08 62H25 62J86 62R10 × Cite Format Result Cite Review PDF Full Text: DOI
Zambom, Adriano Zanin; Collazos, Julian Alfonso; Dias, Ronaldo Selection of the number of clusters in functional data analysis. (English) Zbl 07602427 J. Stat. Comput. Simulation 92, No. 14, 2980-2998 (2022). MSC: 62-XX 62G05 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Wang, H.; Chen, D.; Pan, Q.; Hueman, M. T. Using weighted differences in hazards as effect sizes for survival data. (English) Zbl 1494.62022 J. Stat. Theory Pract. 16, No. 1, Paper No. 12, 35 p. (2022). MSC: 62N03 62G10 62P10 62G05 × Cite Format Result Cite Review PDF Full Text: DOI OA License
Xiong, Junda; Cai, Xin; Li, Jinglai Clustered active-subspace based local Gaussian process emulator for high-dimensional and complex computer models. (English) Zbl 07517113 J. Comput. Phys. 450, Article ID 110840, 15 p. (2022). MSC: 65Cxx 62Gxx 60Hxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Saunders, K. R.; Stephenson, A. G.; Karoly, D. J. A regionalisation approach for rainfall based on extremal dependence. (English) Zbl 1481.60098 Extremes 24, No. 2, 215-240 (2021). Reviewer: Ravi Sreenivasan (Mysore) MSC: 60G70 62P12 62G32 62D05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Joe, Kirbi; Gooyabadi, Maryam A Bayesian nonparametric mixture model for studying universal patterns in color naming. (English) Zbl 1508.62155 Appl. Math. Comput. 395, Article ID 125868, 16 p. (2021). MSC: 62H30 62F15 62G05 × Cite Format Result Cite Review PDF Full Text: DOI
van Delft, Anne; Dette, Holger A similarity measure for second order properties of non-stationary functional time series with applications to clustering and testing. (English) Zbl 1477.62255 Bernoulli 27, No. 1, 469-501 (2021). Reviewer: Pedro A. Morettin (São Paulo) MSC: 62M10 62M15 62R10 62G10 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Cardot, Hervé; Musolesi, Antonio Modeling temporal treatment effects with zero inflated semi-parametric regression models: the case of local development policies in France. (English) Zbl 1490.62427 Econom. Rev. 39, No. 2, 135-157 (2020). MSC: 62P20 62G08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Kiriliouk, Anna; Naveau, Philippe Climate extreme event attribution using multivariate peaks-over-thresholds modeling and counterfactual theory. (English) Zbl 1483.62186 Ann. Appl. Stat. 14, No. 3, 1342-1358 (2020). Reviewer: Jan Mandel (Denver) MSC: 62P12 62G32 62H10 62-08 86A08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Lafuente-Rego, B.; D’Urso, P.; Vilar, J. A. Robust fuzzy clustering based on quantile autocovariances. (English) Zbl 1467.62118 Stat. Pap. 61, No. 6, 2393-2448 (2020). MSC: 62H86 62H30 62G08 62M10 62P05 × Cite Format Result Cite Review PDF Full Text: DOI Link
Anderson, Gordon; Pittau, Maria Grazia; Zelli, Roberto Measuring the progress of equality of educational opportunity in absence of cardinal comparability. (English) Zbl 1452.62973 Metron 78, No. 2, 155-174 (2020). MSC: 62P25 62G30 × Cite Format Result Cite Review PDF Full Text: DOI
Casa, Alessandro; Chacón, José E.; Menardi, Giovanna Modal clustering asymptotics with applications to bandwidth selection. (English) Zbl 1477.62117 Electron. J. Stat. 14, No. 1, 835-856 (2020). MSC: 62G20 62H30 62G07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Hennig, Christian; Viroli, Cinzia; Anderlucci, Laura Quantile-based clustering. (English) Zbl 1434.62121 Electron. J. Stat. 13, No. 2, 4849-4883 (2019). MSC: 62H30 62G08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Gu, Jiaying; Volgushev, Stanislav Panel data quantile regression with grouped fixed effects. (English) Zbl 1456.62285 J. Econom. 213, No. 1, 68-91 (2019). MSC: 62P20 62G08 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
D’Urso, Pierpaolo; De Giovanni, Livia; Massari, Riccardo Robust fuzzy clustering of multivariate time trajectories. (English) Zbl 1453.62540 Int. J. Approx. Reasoning 99, 12-38 (2018). MSC: 62H30 62M10 62H86 62G32 62P12 × Cite Format Result Cite Review PDF Full Text: DOI
Floriello, Davide; Vitelli, Valeria Sparse clustering of functional data. (English) Zbl 1353.62069 J. Multivariate Anal. 154, 1-18 (2017). MSC: 62H30 62H99 62G05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Huque, Md Hamidul; Bondell, Howard D.; Carroll, Raymond J.; Ryan, Louise M. Spatial regression with covariate measurement error: a semiparametric approach. (English) Zbl 1390.62271 Biometrics 72, No. 3, 678-686 (2016). MSC: 62P10 62M30 62G05 62J02 62H12 × Cite Format Result Cite Review PDF Full Text: DOI Link
Gaetan, Carlo; Girardi, Paolo; Pastres, Roberto; Mangin, Antoine Clustering Chlorophyll-a satellite data using quantiles. (English) Zbl 1400.62304 Ann. Appl. Stat. 10, No. 2, 964-988 (2016). MSC: 62P12 62P10 62H30 62G08 × Cite Format Result Cite Review PDF Full Text: DOI Euclid
Azzalini, Adelchi; Menardi, Giovanna Density-based clustering with non-continuous data. (English) Zbl 1342.65017 Comput. Stat. 31, No. 2, 771-798 (2016). MSC: 62-08 62H30 62G07 × Cite Format Result Cite Review PDF Full Text: DOI
D’Urso, Pierpaolo; De Giovanni, Livia; Massari, Riccardo Trimmed fuzzy clustering for interval-valued data. (English) Zbl 1414.62242 Adv. Data Anal. Classif., ADAC 9, No. 1, 21-40 (2015). MSC: 62H30 62G35 03E72 62A86 × Cite Format Result Cite Review PDF Full Text: DOI
Timmermans, Catherine; von Sachs, Rainer A novel semi-distance for measuring dissimilarities of curves with sharp local patterns. (English) Zbl 1311.62051 J. Stat. Plann. Inference 160, 35-50 (2015). MSC: 62G05 62P35 × Cite Format Result Cite Review PDF Full Text: DOI
Arribas-Gil, Ana; Müller, Hans-Georg Pairwise dynamic time warping for event data. (English) Zbl 1471.62017 Comput. Stat. Data Anal. 69, 255-268 (2014). MSC: 62-08 62G07 62P10 62R10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Bocci, Chiara; Caporali, Enrica; Petrucci, Alessandra Geoadditive modeling for extreme rainfall data. (English) Zbl 1443.62399 AStA, Adv. Stat. Anal. 97, No. 2, 181-193 (2013). MSC: 62P12 62G32 86A32 × Cite Format Result Cite Review PDF Full Text: DOI Link
Ruwet, C.; García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A. On the breakdown behavior of the TCLUST clustering procedure. (English) Zbl 1273.62146 Test 22, No. 3, 466-487 (2013). MSC: 62H30 62F35 62G35 × Cite Format Result Cite Review PDF Full Text: DOI
Vilar, José A.; Vilar, Juan M. Time series clustering based on nonparametric multidimensional forecast densities. (English) Zbl 1336.62197 Electron. J. Stat. 7, 1019-1046 (2013). MSC: 62H30 62M20 62M10 62G07 62G09 62H25 × Cite Format Result Cite Review PDF Full Text: DOI Euclid
Fang, Yixin; Wang, Junhui Selection of the number of clusters via the bootstrap method. (English) Zbl 1239.62076 Comput. Stat. Data Anal. 56, No. 3, 468-477 (2012). MSC: 62H30 62G09 65C60 × Cite Format Result Cite Review PDF Full Text: DOI Link
Menardi, Giovanna Density-based silhouette diagnostics for clustering methods. (English) Zbl 1255.62179 Stat. Comput. 21, No. 3, 295-308 (2011). MSC: 62H30 62G07 × Cite Format Result Cite Review PDF Full Text: DOI
García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín A review of robust clustering methods. (English) Zbl 1284.62375 Adv. Data Anal. Classif., ADAC 4, No. 2-3, 89-109 (2010). MSC: 62H30 62G35 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Genolini, Christophe; Falissard, Bruno KmL: k-means for longitudinal data. (English) Zbl 1221.62094 Comput. Stat. 25, No. 2, 317-328 (2010). Reviewer: Rostyslav E. Yamnenko (Kyïv) MSC: 62H30 62G99 62-08 62A09 × Cite Format Result Cite Review PDF Full Text: DOI
Meshgi, Ali; Khalili, Davar Comprehensive evaluation of regional flood frequency analysis by L- and LH-moments. I: A re-visit to regional homogeneity. (English) Zbl 1409.62101 Stoch. Environ. Res. Risk Assess. 23, No. 1, 119-135 (2009). MSC: 62G32 62G30 86A05 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Xiaogang; Qiu, Weiliang; Zamar, Ruben H. CLUES: a non-parametric clustering method based on local shrinking. (English) Zbl 1452.62474 Comput. Stat. Data Anal. 52, No. 1, 286-298 (2007). MSC: 62H30 62G05 62J07 62-08 × Cite Format Result Cite Review PDF Full Text: DOI Link
Van der Laan, Mark J.; Pollard, Katherine S. A new algorithm for hybrid hierarchical clustering with visualization and the bootstrap. (English) Zbl 1021.62048 J. Stat. Plann. Inference 117, No. 2, 275-303 (2003). MSC: 62H30 62A09 62G09 × Cite Format Result Cite Review PDF Full Text: DOI
Rousseeuw, Peter J.; Verboven, Sabine Robust estimation in very small samples. (English) Zbl 1103.62330 Comput. Stat. Data Anal. 40, No. 4, 741-758 (2002). MSC: 62F35 62G35 × Cite Format Result Cite Review PDF Full Text: DOI
Pollard, Katherine S.; Van der Laan, Mark J. Statistical inference for simultaneous clustering of gene expression data. (English) Zbl 0997.62090 Math. Biosci. 176, No. 1, 99-121 (2002). MSC: 62P10 62H30 62G09 92D10 × Cite Format Result Cite Review PDF Full Text: DOI