Chen, Li-Pang Nonparametric discriminant analysis with network structures in predictor. (English) Zbl 07660118 J. Stat. Comput. Simulation 92, No. 18, 3836-3861 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{L.-P. Chen}, J. Stat. Comput. Simulation 92, No. 18, 3836--3861 (2022; Zbl 07660118) Full Text: DOI
Pillonetto, Gianluigi; Yazdani, Akram Sparse estimation in linear dynamic networks using the stable spline horseshoe prior. (English) Zbl 1505.93048 Automatica 146, Article ID 110666, 8 p. (2022). MSC: 93B30 93B70 93A15 93C05 PDFBibTeX XMLCite \textit{G. Pillonetto} and \textit{A. Yazdani}, Automatica 146, Article ID 110666, 8 p. (2022; Zbl 1505.93048) Full Text: DOI
Benhenni, Karim; Girard, Didier A.; Louhichi, Sana On bandwidth selection problems in nonparametric trend estimation under martingale difference errors. (English) Zbl 07467726 Bernoulli 28, No. 1, 395-423 (2022). MSC: 62Gxx 60Fxx 62Jxx PDFBibTeX XMLCite \textit{K. Benhenni} et al., Bernoulli 28, No. 1, 395--423 (2022; Zbl 07467726) Full Text: DOI arXiv Link
Martínez-Camblor, Pablo; Pérez-Fernández, Sonia; Díaz-Coto, Susana Optimal classification scores based on multivariate marker transformations. (English) Zbl 1478.62335 AStA, Adv. Stat. Anal. 105, No. 4, 581-599 (2021). MSC: 62P10 62G07 62H30 68T05 PDFBibTeX XMLCite \textit{P. Martínez-Camblor} et al., AStA, Adv. Stat. Anal. 105, No. 4, 581--599 (2021; Zbl 1478.62335) Full Text: DOI
Kim, Byunghoon; Jeong, Young-Seon; Jeong, Myong K. New multivariate kernel density estimator for uncertain data classification. (English) Zbl 1477.62136 Ann. Oper. Res. 303, No. 1-2, 413-431 (2021). MSC: 62H12 62H30 62G07 PDFBibTeX XMLCite \textit{B. Kim} et al., Ann. Oper. Res. 303, No. 1--2, 413--431 (2021; Zbl 1477.62136) Full Text: DOI
Klebanov, Ilja; Sprungk, Björn; Sullivan, T. J. The linear conditional expectation in Hilbert space. (English) Zbl 1469.60016 Bernoulli 27, No. 4, 2267-2299 (2021). MSC: 60B11 62F15 62G05 PDFBibTeX XMLCite \textit{I. Klebanov} et al., Bernoulli 27, No. 4, 2267--2299 (2021; Zbl 1469.60016) Full Text: DOI arXiv
Caponera, Alessia; Durastanti, Claudio; Vidotto, Anna Lasso estimation for spherical autoregressive processes. (English) Zbl 1467.62126 Stochastic Processes Appl. 137, 167-199 (2021). MSC: 62J07 62M15 62M10 62M40 62R10 60G15 60G60 60F05 PDFBibTeX XMLCite \textit{A. Caponera} et al., Stochastic Processes Appl. 137, 167--199 (2021; Zbl 1467.62126) Full Text: DOI arXiv Link
Zhao, Qiang; Karunamuni, Rohana J.; Wu, Jingjing An empirical classification procedure for nonparametric mixture models. (English) Zbl 1484.62086 J. Korean Stat. Soc. 49, No. 3, 924-952 (2020). MSC: 62H30 62G05 62G07 PDFBibTeX XMLCite \textit{Q. Zhao} et al., J. Korean Stat. Soc. 49, No. 3, 924--952 (2020; Zbl 1484.62086) Full Text: DOI
Lux, Marius; Härdle, Wolfgang Karl; Lessmann, Stefan Data driven value-at-risk forecasting using a SVR-GARCH-KDE hybrid. (English) Zbl 1505.62263 Comput. Stat. 35, No. 3, 947-981 (2020). MSC: 62-08 62M10 62G07 62P05 91G70 PDFBibTeX XMLCite \textit{M. Lux} et al., Comput. Stat. 35, No. 3, 947--981 (2020; Zbl 1505.62263) Full Text: DOI arXiv
Aravkin, Aleksandr Y.; Bottegal, Giulio; Pillonetto, Gianluigi Boosting as a kernel-based method. (English) Zbl 1440.68201 Mach. Learn. 108, No. 11, 1951-1974 (2019). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{A. Y. Aravkin} et al., Mach. Learn. 108, No. 11, 1951--1974 (2019; Zbl 1440.68201) Full Text: DOI arXiv
Zhao, Qingyuan Covariate balancing propensity score by tailored loss functions. (English) Zbl 1420.62464 Ann. Stat. 47, No. 2, 965-993 (2019). Reviewer: Chryssoula Ganatsiou (Larissa) MSC: 62P10 62J12 62F10 62F25 PDFBibTeX XMLCite \textit{Q. Zhao}, Ann. Stat. 47, No. 2, 965--993 (2019; Zbl 1420.62464) Full Text: DOI arXiv Euclid
Wolters, Mark A.; Braun, W. John Enforcing shape constraints on a probability density estimate using an additive adjustment curve. (English) Zbl 07549482 Commun. Stat., Simulation Comput. 47, No. 3, 672-691 (2018). MSC: 62G07 91B82 PDFBibTeX XMLCite \textit{M. A. Wolters} and \textit{W. J. Braun}, Commun. Stat., Simulation Comput. 47, No. 3, 672--691 (2018; Zbl 07549482) Full Text: DOI
Darwish, Mohamed Abdelmonim Hassan; Cox, Pepijn Bastiaan; Proimadis, Ioannis; Pillonetto, Gianluigi; Tóth, Roland Prediction-error identification of LPV systems: a nonparametric Gaussian regression approach. (English) Zbl 1406.93356 Automatica 97, 92-103 (2018). MSC: 93E12 93E10 93D20 93E15 93C35 93C05 62F15 62P30 PDFBibTeX XMLCite \textit{M. A. H. Darwish} et al., Automatica 97, 92--103 (2018; Zbl 1406.93356) Full Text: DOI
Aravkin, Aleksandr Y.; Burke, James V.; Pillonetto, Gianluigi Generalized system identification with stable spline kernels. (English) Zbl 1404.62051 SIAM J. Sci. Comput. 40, No. 5, B1419-B1443 (2018). MSC: 62G35 62G05 62J05 65K10 68T05 PDFBibTeX XMLCite \textit{A. Y. Aravkin} et al., SIAM J. Sci. Comput. 40, No. 5, B1419--B1443 (2018; Zbl 1404.62051) Full Text: DOI arXiv
Ngufor, Che; Wojtusiak, Janusz Extreme logistic regression. (English) Zbl 1414.62260 Adv. Data Anal. Classif., ADAC 10, No. 1, 27-52 (2016). MSC: 62H30 62H12 PDFBibTeX XMLCite \textit{C. Ngufor} and \textit{J. Wojtusiak}, Adv. Data Anal. Classif., ADAC 10, No. 1, 27--52 (2016; Zbl 1414.62260) Full Text: DOI
Dutta, Subhajit; Ghosh, Anil K. On some transformations of high dimension, low sample size data for nearest neighbor classification. (English) Zbl 1352.62100 Mach. Learn. 102, No. 1, 57-83 (2016). MSC: 62H30 62G05 PDFBibTeX XMLCite \textit{S. Dutta} and \textit{A. K. Ghosh}, Mach. Learn. 102, No. 1, 57--83 (2016; Zbl 1352.62100) Full Text: DOI
Hansen, Niels Richard Nonparametric likelihood based estimation of linear filters for point processes. (English) Zbl 1331.62195 Stat. Comput. 25, No. 3, 609-618 (2015). MSC: 62G05 PDFBibTeX XMLCite \textit{N. R. Hansen}, Stat. Comput. 25, No. 3, 609--618 (2015; Zbl 1331.62195) Full Text: DOI arXiv
Pillonetto, Gianluigi; Chiuso, Alessandro Tuning complexity in regularized kernel-based regression and linear system identification: the robustness of the marginal likelihood estimator. (English) Zbl 1330.93235 Automatica 58, 106-117 (2015). MSC: 93E12 93E10 93E24 PDFBibTeX XMLCite \textit{G. Pillonetto} and \textit{A. Chiuso}, Automatica 58, 106--117 (2015; Zbl 1330.93235) Full Text: DOI
Wolters, Mark A. A particle swarm algorithm with broad applicability in shape-constrained estimation. (English) Zbl 1254.90307 Comput. Stat. Data Anal. 56, No. 10, 2965-2975 (2012). MSC: 90C59 62-07 PDFBibTeX XMLCite \textit{M. A. Wolters}, Comput. Stat. Data Anal. 56, No. 10, 2965--2975 (2012; Zbl 1254.90307) Full Text: DOI
Sugiyama, Masashi; Suzuki, Taiji; Kanamori, Takafumi Density-ratio matching under the Bregman divergence: a unified framework of density-ratio estimation. (English) Zbl 1440.62111 Ann. Inst. Stat. Math. 64, No. 5, 1009-1044 (2012). MSC: 62G05 62B10 62G07 62G20 62J12 68T05 PDFBibTeX XMLCite \textit{M. Sugiyama} et al., Ann. Inst. Stat. Math. 64, No. 5, 1009--1044 (2012; Zbl 1440.62111) Full Text: DOI
Ghosh, Anil K.; Bandyopadhyay, Subhadip Adaptive smoothing in kernel discriminant analysis. (English) Zbl 1099.62061 J. Nonparametric Stat. 18, No. 2, 181-197 (2006). MSC: 62H30 62G07 PDFBibTeX XMLCite \textit{A. K. Ghosh} and \textit{S. Bandyopadhyay}, J. Nonparametric Stat. 18, No. 2, 181--197 (2006; Zbl 1099.62061) Full Text: DOI