Li, Zhihan; Fan, Yuwei; Ying, Lexing Multilevel fine-tuning: closing generalization gaps in approximation of solution maps under a limited budget for training data. (English) Zbl 07331786 Multiscale Model. Simul. 19, No. 1, 344-373 (2021). MSC: 65N55 65C20 62J07 68Q32 PDF BibTeX XML Cite \textit{Z. Li} et al., Multiscale Model. Simul. 19, No. 1, 344--373 (2021; Zbl 07331786) Full Text: DOI
Tuo, Rui; Wang, Yan; Jeff Wu, C. F. On the improved rates of convergence for Matérn-type kernel ridge regression with application to calibration of computer models. (English) Zbl 07307674 SIAM/ASA J. Uncertain. Quantif. 8, 1522-1547 (2020). MSC: 62J07 62G08 62M30 62M40 46E22 62-08 PDF BibTeX XML Cite \textit{R. Tuo} et al., SIAM/ASA J. Uncertain. Quantif. 8, 1522--1547 (2020; Zbl 07307674) Full Text: DOI
Wang, Yan The convergence properties of \({L_2}\) calibration for computer models under fixed designs. (Chinese. English summary) Zbl 07295790 J. Syst. Sci. Math. Sci. 40, No. 2, 252-261 (2020). MSC: 62F12 62J07 62K15 PDF BibTeX XML Cite \textit{Y. Wang}, J. Syst. Sci. Math. Sci. 40, No. 2, 252--261 (2020; Zbl 07295790)
Mokkadem, Abdelkader; Pelletier, Mariane Online estimation of integrated squared density derivatives. (English) Zbl 07287575 Stat. Probab. Lett. 166, Article ID 108880, 13 p. (2020). MSC: 62G07 62G20 62L12 62L20 PDF BibTeX XML Cite \textit{A. Mokkadem} and \textit{M. Pelletier}, Stat. Probab. Lett. 166, Article ID 108880, 13 p. (2020; Zbl 07287575) Full Text: DOI
Patilea, Valentin; van Keilegom, Ingrid A general approach for cure models in survival analysis. (English) Zbl 1455.62193 Ann. Stat. 48, No. 4, 2323-2346 (2020). Reviewer: Pavel Stoynov (Sofia) MSC: 62N01 62N02 62F12 62G05 62J12 62P10 PDF BibTeX XML Cite \textit{V. Patilea} and \textit{I. van Keilegom}, Ann. Stat. 48, No. 4, 2323--2346 (2020; Zbl 1455.62193) Full Text: DOI Euclid
Liu, Meimei; Shang, Zuofeng; Cheng, Guang Nonparametric distributed learning under general designs. (English) Zbl 07246813 Electron. J. Stat. 14, No. 2, 3070-3102 (2020). MSC: 62J02 62G08 62G10 62J07 62C20 62K20 PDF BibTeX XML Cite \textit{M. Liu} et al., Electron. J. Stat. 14, No. 2, 3070--3102 (2020; Zbl 07246813) Full Text: DOI Euclid
Kraus, David; Stefanucci, Marco Ridge reconstruction of partially observed functional data is asymptotically optimal. (English) Zbl 1450.62138 Stat. Probab. Lett. 165, Article ID 108813, 4 p. (2020). MSC: 62R10 62J07 62H25 62G05 46E22 PDF BibTeX XML Cite \textit{D. Kraus} and \textit{M. Stefanucci}, Stat. Probab. Lett. 165, Article ID 108813, 4 p. (2020; Zbl 1450.62138) Full Text: DOI
Shah, Rajen D.; Peters, Jonas The hardness of conditional independence testing and the generalised covariance measure. (English) Zbl 1451.62081 Ann. Stat. 48, No. 3, 1514-1538 (2020). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62J07 62G10 62G08 62H15 PDF BibTeX XML Cite \textit{R. D. Shah} and \textit{J. Peters}, Ann. Stat. 48, No. 3, 1514--1538 (2020; Zbl 1451.62081) Full Text: DOI Euclid
Derrar, Saliha; Laksaci, Ali; Saïd, Elias Ould \(M\)-estimation of the regression function under random left truncation and functional time series model. (English) Zbl 07220139 Stat. Pap. 61, No. 3, 1181-1202 (2020). MSC: 62R10 62M10 62M20 62F12 62F35 PDF BibTeX XML Cite \textit{S. Derrar} et al., Stat. Pap. 61, No. 3, 1181--1202 (2020; Zbl 07220139) Full Text: DOI
Slaoui, Yousri; Khardani, Salah Adaptive recursive kernel conditional density estimators under censoring data. (English) Zbl 1442.62072 ALEA, Lat. Am. J. Probab. Math. Stat. 17, No. 1, 389-417 (2020). MSC: 62G05 62G07 62G08 62G20 62H12 62N01 62L20 PDF BibTeX XML Cite \textit{Y. Slaoui} and \textit{S. Khardani}, ALEA, Lat. Am. J. Probab. Math. Stat. 17, No. 1, 389--417 (2020; Zbl 1442.62072) Full Text: Link
Bouzebda, Salim; Nemouchi, Boutheina Uniform consistency and uniform in bandwidth consistency for nonparametric regression estimates and conditional \(U\)-statistics involving functional data. (English) Zbl 07214281 J. Nonparametric Stat. 32, No. 2, 452-509 (2020). MSC: 62G08 62R10 PDF BibTeX XML Cite \textit{S. Bouzebda} and \textit{B. Nemouchi}, J. Nonparametric Stat. 32, No. 2, 452--509 (2020; Zbl 07214281) Full Text: DOI
Roozbeh, Mahdi; Hamzah, Nor Aishah Uncertain stochastic ridge estimation in partially linear regression models with elliptically distributed errors. (English) Zbl 1440.62134 Statistics 54, No. 3, 494-523 (2020). MSC: 62G08 62J05 62J07 PDF BibTeX XML Cite \textit{M. Roozbeh} and \textit{N. A. Hamzah}, Statistics 54, No. 3, 494--523 (2020; Zbl 1440.62134) Full Text: DOI
Derumigny, Alexis; Fermanian, Jean-David On Kendall’s regression. (English) Zbl 1440.62225 J. Multivariate Anal. 178, Article ID 104610, 21 p. (2020). MSC: 62H20 62F12 62P25 PDF BibTeX XML Cite \textit{A. Derumigny} and \textit{J.-D. Fermanian}, J. Multivariate Anal. 178, Article ID 104610, 21 p. (2020; Zbl 1440.62225) Full Text: DOI
Roozbeh, M.; Hesamian, G.; Akbari, M. G. Ridge estimation in semi-parametric regression models under the stochastic restriction and correlated elliptically contoured errors. (English) Zbl 1439.62105 J. Comput. Appl. Math. 378, Article ID 112940, 18 p. (2020). MSC: 62G08 62J05 62J07 62P30 PDF BibTeX XML Cite \textit{M. Roozbeh} et al., J. Comput. Appl. Math. 378, Article ID 112940, 18 p. (2020; Zbl 1439.62105) Full Text: DOI
Bertsimas, Dimitris; van Parys, Bart Sparse high-dimensional regression: exact scalable algorithms and phase transitions. (English) Zbl 1444.62094 Ann. Stat. 48, No. 1, 300-323 (2020). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62J07 90C10 PDF BibTeX XML Cite \textit{D. Bertsimas} and \textit{B. van Parys}, Ann. Stat. 48, No. 1, 300--323 (2020; Zbl 1444.62094) Full Text: DOI Euclid
Cleanthous, Galatia; Georgiadis, Athanasios G.; Kerkyacharian, Gerard; Petrushev, Pencho; Picard, Dominique Kernel and wavelet density estimators on manifolds and more general metric spaces. (English) Zbl 1439.62097 Bernoulli 26, No. 3, 1832-1862 (2020). MSC: 62G07 62R30 62R20 35K08 42C40 PDF BibTeX XML Cite \textit{G. Cleanthous} et al., Bernoulli 26, No. 3, 1832--1862 (2020; Zbl 1439.62097) Full Text: DOI Euclid
He, Xin; Wang, Junhui Discovering model structure for partially linear models. (English) Zbl 1440.62268 Ann. Inst. Stat. Math. 72, No. 1, 45-63 (2020). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62J05 62J07 46E22 62P20 PDF BibTeX XML Cite \textit{X. He} and \textit{J. Wang}, Ann. Inst. Stat. Math. 72, No. 1, 45--63 (2020; Zbl 1440.62268) Full Text: DOI
Chen, Xin; Ma, Xuejun; Zhou, Wang Kernel density regression. (English) Zbl 1437.62254 J. Stat. Plann. Inference 205, 318-329 (2020). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{X. Chen} et al., J. Stat. Plann. Inference 205, 318--329 (2020; Zbl 1437.62254) Full Text: DOI
Lin, Junhong; Rudi, Alessandro; Rosasco, Lorenzo; Cevher, Volkan Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces. (English) Zbl 1436.62146 Appl. Comput. Harmon. Anal. 48, No. 3, 868-890 (2020). MSC: 62G08 46E22 62H25 62J07 62M15 68T05 PDF BibTeX XML Cite \textit{J. Lin} et al., Appl. Comput. Harmon. Anal. 48, No. 3, 868--890 (2020; Zbl 1436.62146) Full Text: DOI
Mokkadem, Abdelkader; Pelletier, Mariane Recursive estimators of integrated squared density derivatives. (English) Zbl 07153431 Stat. Probab. Lett. 157, Article ID 108609, 10 p. (2020). MSC: 62G07 62G05 62L20 62E20 PDF BibTeX XML Cite \textit{A. Mokkadem} and \textit{M. Pelletier}, Stat. Probab. Lett. 157, Article ID 108609, 10 p. (2020; Zbl 07153431) Full Text: DOI
Gautam, Chandan; Tiwari, Aruna; Tanveer, M. KOC+: kernel ridge regression based one-class classification using privileged information. (English) Zbl 07306729 Inf. Sci. 504, 324-333 (2019). MSC: 62J07 62H30 62G08 68T05 PDF BibTeX XML Cite \textit{C. Gautam} et al., Inf. Sci. 504, 324--333 (2019; Zbl 07306729) Full Text: DOI
Bentoumi, Rachid; Mesfioui, Mhamed; Alvo, Mayer Dependence measure for length-biased survival data using copulas. (English) Zbl 1439.62126 Depend. Model. 7, 348-364 (2019). MSC: 62H05 62N05 62F40 62F12 62H12 62H20 PDF BibTeX XML Cite \textit{R. Bentoumi} et al., Depend. Model. 7, 348--364 (2019; Zbl 1439.62126) Full Text: DOI
Kim, Choongrak; Yang, Hojin Diagnostic measures for kernel ridge regression on reproducing kernel Hilbert space. (English) Zbl 1428.62349 J. Korean Stat. Soc. 48, No. 3, 454-462 (2019). MSC: 62J20 62J07 46E22 PDF BibTeX XML Cite \textit{C. Kim} and \textit{H. Yang}, J. Korean Stat. Soc. 48, No. 3, 454--462 (2019; Zbl 1428.62349) Full Text: DOI
Bianco, Ana M.; Boente, Graciela; González-Manteiga, Wenceslao; Pérez-González, Ana Plug-in marginal estimation under a general regression model with missing responses and covariates. (English) Zbl 1420.62092 Test 28, No. 1, 106-146 (2019). MSC: 62F10 62G08 PDF BibTeX XML Cite \textit{A. M. Bianco} et al., Test 28, No. 1, 106--146 (2019; Zbl 1420.62092) Full Text: DOI
Xiong, Xianzhu; Li, Rui; Lian, Heng On nonparametric randomized sketches for kernels with further smoothness. (English) Zbl 07101677 Stat. Probab. Lett. 153, 139-142 (2019). MSC: 62J07 62G08 62C20 46E22 PDF BibTeX XML Cite \textit{X. Xiong} et al., Stat. Probab. Lett. 153, 139--142 (2019; Zbl 07101677) Full Text: DOI
Khardani, Salah; Slaoui, Yousri Recursive kernel density estimation and optimal bandwidth selection under \(\alpha\): mixing data. (English) Zbl 1426.62114 J. Stat. Theory Pract. 13, No. 2, Paper No. 36, 21 p. (2019). MSC: 62G07 62G05 62G08 62G20 62L20 PDF BibTeX XML Cite \textit{S. Khardani} and \textit{Y. Slaoui}, J. Stat. Theory Pract. 13, No. 2, Paper No. 36, 21 p. (2019; Zbl 1426.62114) Full Text: DOI
Wang, Lei Dimension reduction for kernel-assisted M-estimators with missing response at random. (English) Zbl 1435.62129 Ann. Inst. Stat. Math. 71, No. 4, 889-910 (2019). Reviewer: Nelson I. Tanaka (São Paulo) MSC: 62G05 62G35 62D10 60F05 PDF BibTeX XML Cite \textit{L. Wang}, Ann. Inst. Stat. Math. 71, No. 4, 889--910 (2019; Zbl 1435.62129) Full Text: DOI
Zeng, Xianli; Xia, Yingcun Asymptotic distribution for regression in a symmetric periodic Gaussian kernel Hilbert space. (English) Zbl 1427.62035 Stat. Sin. 29, No. 2, 1007-1024 (2019). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62G08 62G05 62J07 62G20 62E20 PDF BibTeX XML Cite \textit{X. Zeng} and \textit{Y. Xia}, Stat. Sin. 29, No. 2, 1007--1024 (2019; Zbl 1427.62035) Full Text: DOI
Zhang, Shiguang; Zhou, Ting; Sun, Lin; Liu, Chao Kernel ridge regression model based on beta-noise and its application in short-term wind speed forecasting. (English) Zbl 1416.62412 Symmetry 11, No. 2, Paper No. 282, 11 p. (2019). MSC: 62J07 62P12 PDF BibTeX XML Cite \textit{S. Zhang} et al., Symmetry 11, No. 2, Paper No. 282, 11 p. (2019; Zbl 1416.62412) Full Text: DOI
Arashi, M.; Roozbeh, Mahdi Some improved estimation strategies in high-dimensional semiparametric regression models with application to riboflavin production data. (English) Zbl 1419.62079 Stat. Pap. 60, No. 3, 317-336 (2019). MSC: 62G08 62J05 62J07 62G20 62P10 PDF BibTeX XML Cite \textit{M. Arashi} and \textit{M. Roozbeh}, Stat. Pap. 60, No. 3, 667--686 (2019; Zbl 1419.62079) Full Text: DOI
Chen, Xuerong; Chen, Yan; Wan, Alan T. K.; Zhou, Yong On the asymptotic non-equivalence of efficient-GMM and MEL estimators in models with missing data. (English) Zbl 1418.62110 Scand. J. Stat. 46, No. 2, 361-388 (2019). MSC: 62G05 62F12 62G08 62H12 62P25 PDF BibTeX XML Cite \textit{X. Chen} et al., Scand. J. Stat. 46, No. 2, 361--388 (2019; Zbl 1418.62110) Full Text: DOI
Qi, Lihong; Zhang, Xu; Sun, Yanqing; Wang, Lu; Zhao, Yichuan Weighted estimating equations for additive hazards models with missing covariates. (English) Zbl 1417.62092 Ann. Inst. Stat. Math. 71, No. 2, 365-387 (2019). MSC: 62G08 62N02 62G20 62P10 PDF BibTeX XML Cite \textit{L. Qi} et al., Ann. Inst. Stat. Math. 71, No. 2, 365--387 (2019; Zbl 1417.62092) Full Text: DOI
Costa, Manon; Gadat, Sébastien; Gonnord, Pauline; Risser, Laurent Cytometry inference through adaptive atomic deconvolution. (English) Zbl 1434.62042 J. Nonparametric Stat. 31, No. 2, 506-547 (2019). Reviewer: Pavel Stoynov (Sofia) MSC: 62G07 62G20 62P10 62H30 PDF BibTeX XML Cite \textit{M. Costa} et al., J. Nonparametric Stat. 31, No. 2, 506--547 (2019; Zbl 1434.62042) Full Text: DOI
Lepski, O. V.; Willer, T. Oracle inequalities and adaptive estimation in the convolution structure density model. (English) Zbl 1419.62075 Ann. Stat. 47, No. 1, 233-287 (2019). Reviewer: Anatoli Mogulskii (Novosibirsk) MSC: 62G07 62G20 PDF BibTeX XML Cite \textit{O. V. Lepski} and \textit{T. Willer}, Ann. Stat. 47, No. 1, 233--287 (2019; Zbl 1419.62075) Full Text: DOI Euclid
Amini, Morteza; Roozbeh, Mahdi Improving the prediction performance of the Lasso by subtracting the additive structural noises. (English) Zbl 1417.62070 Comput. Stat. 34, No. 1, 415-432 (2019). MSC: 62G08 62J07 62J12 62G20 65C60 PDF BibTeX XML Cite \textit{M. Amini} and \textit{M. Roozbeh}, Comput. Stat. 34, No. 1, 415--432 (2019; Zbl 1417.62070) Full Text: DOI
Akbari, Mohammad Ghasem; Hesamian, Gholamreza A partial-robust-ridge-based regression model with fuzzy predictors-responses. (English) Zbl 1409.62140 J. Comput. Appl. Math. 351, 290-301 (2019). MSC: 62J07 62J86 62G35 PDF BibTeX XML Cite \textit{M. G. Akbari} and \textit{G. Hesamian}, J. Comput. Appl. Math. 351, 290--301 (2019; Zbl 1409.62140) Full Text: DOI
Lin, Shao-Bo Nonparametric regression using needlet kernels for spherical data. (English) Zbl 1407.62139 J. Complexity 50, 66-83 (2019). MSC: 62G08 62J07 62H11 PDF BibTeX XML Cite \textit{S.-B. Lin}, J. Complexity 50, 66--83 (2019; Zbl 1407.62139) Full Text: DOI
Lima Neto, Eufrásio de A.; de Carvalho, Francisco de A. T. An exponential-type kernel robust regression model for interval-valued variables. (English) Zbl 1447.62051 Inf. Sci. 454-455, 419-442 (2018). MSC: 62G32 62G08 62G35 PDF BibTeX XML Cite \textit{E. de A. Lima Neto} and \textit{F. de A. T. de Carvalho}, Inf. Sci. 454--455, 419--442 (2018; Zbl 1447.62051) Full Text: DOI
Roozbeh, Mahdi; Najarian, Mohammad Efficiency of the QR class estimator in semiparametric regression models to combat multicollinearity. (English) Zbl 07192631 J. Stat. Comput. Simulation 88, No. 9, 1804-1825 (2018). MSC: 62J05 15A18 62G08 62J07 PDF BibTeX XML Cite \textit{M. Roozbeh} and \textit{M. Najarian}, J. Stat. Comput. Simulation 88, No. 9, 1804--1825 (2018; Zbl 07192631) Full Text: DOI
Aydin, Dursun; Yilmaz, Ersin Modified estimators in semiparametric regression models with right-censored data. (English) Zbl 07192615 J. Stat. Comput. Simulation 88, No. 8, 1470-1498 (2018). MSC: 62 PDF BibTeX XML Cite \textit{D. Aydin} and \textit{E. Yilmaz}, J. Stat. Comput. Simulation 88, No. 8, 1470--1498 (2018; Zbl 07192615) Full Text: DOI
Liu, Enjiang; Song, Yunsheng; Liang, Jiye An accelerator for kernel ridge regression algorithms based on data partition. (Chinese. English summary) Zbl 1424.68121 J. Univ. Sci. Technol. China 48, No. 4, 284-289 (2018). MSC: 68T05 62H25 62J07 PDF BibTeX XML Cite \textit{E. Liu} et al., J. Univ. Sci. Technol. China 48, No. 4, 284--289 (2018; Zbl 1424.68121) Full Text: DOI
Khettab, Zahira; Mourid, Tahar Eigenvalues distribution limit of covariance matrices with AR processes entries. (English) Zbl 1414.62325 Rojas, Ignacio (ed.) et al., Time series analysis and forecasting. Selected contributions from the international work-conference on time series, ITISE 2017, Granada, Spain, September 18–20, 107. Cham: Springer. Contrib. Stat., 79-91 (2018). MSC: 62J10 60B20 PDF BibTeX XML Cite \textit{Z. Khettab} and \textit{T. Mourid}, in: Time series analysis and forecasting. Selected contributions from the international work-conference on time series, ITISE 2017, Granada, Spain, September 18--20, 2017. Cham: Springer. 79--91 (2018; Zbl 1414.62325) Full Text: DOI
Dobrovidov, A.; Vasilyev, V. Nonparametric PU learning of state estimation in Markov switching model. (English) Zbl 1414.62347 Bertail, Patrice (ed.) et al., Nonparametric statistics. 3rd ISNPS, Avignon, France, June 2016. Seleced papers of the 3rd conference of the International Society for Nonparametric Statistics (ISNPS), Avignon, France, June 11–16, 2016. Cham: Springer. Springer Proc. Math. Stat. 250, 15-29 (2018). MSC: 62M05 68T05 62G07 PDF BibTeX XML Cite \textit{A. Dobrovidov} and \textit{V. Vasilyev}, Springer Proc. Math. Stat. 250, 15--29 (2018; Zbl 1414.62347) Full Text: DOI
Kartashov, Andreĭ Sergeevich; Sakhanenko, Aleksandr Ivanovich On sufficient conditions for a Gaussian approximation of kernel estimates for distribution densities. (English) Zbl 1417.62064 Sib. Èlektron. Mat. Izv. 15, 1530-1552 (2018). MSC: 62G07 62G20 60J65 PDF BibTeX XML Cite \textit{A. S. Kartashov} and \textit{A. I. Sakhanenko}, Sib. Èlektron. Mat. Izv. 15, 1530--1552 (2018; Zbl 1417.62064) Full Text: DOI
Wang, Jixia; Zhang, Yameng Approximate maximum likelihood estimation of semi-parametric jump-diffusion model – closed-expansion method based on transfer density. (Chinese. English summary) Zbl 1424.62047 J. Henan Norm. Univ., Nat. Sci. 46, No. 4, 23-28 (2018). MSC: 62F12 60J75 60J60 PDF BibTeX XML Cite \textit{J. Wang} and \textit{Y. Zhang}, J. Henan Norm. Univ., Nat. Sci. 46, No. 4, 23--28 (2018; Zbl 1424.62047) Full Text: DOI
Qi, Zhengling; Liu, Yufeng D-learning to estimate optimal individual treatment rules. (English) Zbl 1454.62381 Electron. J. Stat. 12, No. 2, 3601-3638 (2018). MSC: 62P10 62C05 62G05 62J07 PDF BibTeX XML Cite \textit{Z. Qi} and \textit{Y. Liu}, Electron. J. Stat. 12, No. 2, 3601--3638 (2018; Zbl 1454.62381) Full Text: DOI Euclid
Cui, Wenquan; Cheng, Haoyang; Sun, Jiajing An RKHS-based approach to double-penalized regression in high-dimensional partially linear models. (English) Zbl 1401.62057 J. Multivariate Anal. 168, 201-210 (2018). MSC: 62G08 62G20 62F12 62J07 PDF BibTeX XML Cite \textit{W. Cui} et al., J. Multivariate Anal. 168, 201--210 (2018; Zbl 1401.62057) Full Text: DOI
Bernardi, Mauro; Stolfi, Paola Robust time-varying undirected graphs. (English) Zbl 1397.62258 Corazza, Marco (ed.) et al., Mathematical and statistical methods for actuarial sciences and finance. MAF 2018. Selected papers based on the presentations at the international conference, Madrid, Spain, April 4–6, 2018. Cham: Springer (ISBN 978-3-319-89823-0/hbk; 978-3-319-89824-7/ebook). 117-120 (2018). MSC: 62J07 62G35 62-09 PDF BibTeX XML Cite \textit{M. Bernardi} and \textit{P. Stolfi}, in: Mathematical and statistical methods for actuarial sciences and finance. MAF 2018. Selected papers based on the presentations at the international conference, Madrid, Spain, April 4--6, 2018. Cham: Springer. 117--120 (2018; Zbl 1397.62258) Full Text: DOI
Al Mohamad, Diaa Towards a better understanding of the dual representation of phi divergences. (English) Zbl 1401.62031 Stat. Pap. 59, No. 3, 1205-1253 (2018). MSC: 62F10 62F35 62F12 62G07 PDF BibTeX XML Cite \textit{D. Al Mohamad}, Stat. Pap. 59, No. 3, 1205--1253 (2018; Zbl 1401.62031) Full Text: DOI
Rong, Yaohua; Zhao, Sihai Dave; Zhu, Ji; Yuan, Wei; Cheng, Weihu; Li, Yi More accurate semiparametric regression in pharmacogenomics. (English) Zbl 06944667 Stat. Interface 11, No. 4, 573-580 (2018). MSC: 62G05 62H20 62J07 62P10 62G08 62H12 62J02 92B15 PDF BibTeX XML Cite \textit{Y. Rong} et al., Stat. Interface 11, No. 4, 573--580 (2018; Zbl 06944667) Full Text: DOI
Mania, Horia; Ramdas, Aaditya; Wainwright, Martin J.; Jordan, Michael I.; Recht, Benjamin On kernel methods for covariates that are rankings. (English) Zbl 1409.62090 Electron. J. Stat. 12, No. 2, 2537-2577 (2018). Reviewer: Denis Sidorov (Irkutsk) MSC: 62G08 62G10 62J07 PDF BibTeX XML Cite \textit{H. Mania} et al., Electron. J. Stat. 12, No. 2, 2537--2577 (2018; Zbl 1409.62090) Full Text: DOI Euclid
He, Xin; Wang, Junhui; Lv, Shaogao Gradient-induced model-free variable selection with composite quantile regression. (English) Zbl 1394.62043 Stat. Sin. 28, No. 3, 1521-1538 (2018). MSC: 62G08 62J07 62G20 PDF BibTeX XML Cite \textit{X. He} et al., Stat. Sin. 28, No. 3, 1521--1538 (2018; Zbl 1394.62043) Full Text: DOI
Wu, Colin O.; Tian, Xin Nonparametric models for longitudinal data: with implementation in R. (English) Zbl 1408.62012 Monographs on Statistics and Applied Probability 159. Boca Raton, FL: CRC Press (ISBN 978-1-4665-1600-7/hbk; 978-0-429-93908-2/ebook). xxix, 551 p. (2018). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 62-02 62-04 62Gxx 62P10 PDF BibTeX XML Cite \textit{C. O. Wu} and \textit{X. Tian}, Nonparametric models for longitudinal data: with implementation in R. Boca Raton, FL: CRC Press (2018; Zbl 1408.62012) Full Text: Link
Randolph, Timothy W.; Zhao, Sen; Copeland, Wade; Hullar, Meredith; Shojaie, Ali Kernel-penalized regression for analysis of microbiome data. (English) Zbl 1393.62092 Ann. Appl. Stat. 12, No. 1, 540-566 (2018). MSC: 62P10 62J07 PDF BibTeX XML Cite \textit{T. W. Randolph} et al., Ann. Appl. Stat. 12, No. 1, 540--566 (2018; Zbl 1393.62092) Full Text: DOI Euclid
Sutradhar, Brajendra C. Semi-parametric dynamic models for longitudinal ordinal categorical data. (English) Zbl 1387.62055 Sankhyā, Ser. A 80, No. 1, 80-109 (2018). MSC: 62G08 62F12 62P10 PDF BibTeX XML Cite \textit{B. C. Sutradhar}, Sankhyā, Ser. A 80, No. 1, 80--109 (2018; Zbl 1387.62055) Full Text: DOI
Fermanian, Jean-David; Lopez, Olivier Single-index copulas. (English) Zbl 1397.62179 J. Multivariate Anal. 165, 27-55 (2018). MSC: 62H05 62F12 62G05 62H20 PDF BibTeX XML Cite \textit{J.-D. Fermanian} and \textit{O. Lopez}, J. Multivariate Anal. 165, 27--55 (2018; Zbl 1397.62179) Full Text: DOI
Morikawa, Kosuke; Kim, Jae Kwang; Kano, Yutaka Semiparametric maximum likelihood estimation with data missing not at random. (English. French summary) Zbl 07192928 Can. J. Stat. 45, No. 4, 393-409 (2017). MSC: 62D99 62F12 PDF BibTeX XML Cite \textit{K. Morikawa} et al., Can. J. Stat. 45, No. 4, 393--409 (2017; Zbl 07192928) Full Text: DOI
Hong, L. Jeff; Juneja, Sandeep; Liu, Guangwu Kernel smoothing for nested estimation with application to portfolio risk measurement. (English) Zbl 1407.91224 Oper. Res. 65, No. 3, 657-673 (2017). MSC: 91G10 62F12 62P05 PDF BibTeX XML Cite \textit{L. J. Hong} et al., Oper. Res. 65, No. 3, 657--673 (2017; Zbl 1407.91224) Full Text: DOI
Tangsgaard Varneskov, Rasmus Estimating the quadratic variation spectrum of noisy asset prices using generalized flat-top realized kernels. (English) Zbl 1396.62248 Econom. Theory 33, No. 6, 1457-1501 (2017). MSC: 62P05 62M15 62G07 PDF BibTeX XML Cite \textit{R. Tangsgaard Varneskov}, Econom. Theory 33, No. 6, 1457--1501 (2017; Zbl 1396.62248) Full Text: DOI
Duffy, James A. Uniform convergence rates over maximal domains in structural nonparametric cointegrating regression. (English) Zbl 1396.62077 Econom. Theory 33, No. 6, 1387-1417 (2017). MSC: 62G08 62G20 62M10 PDF BibTeX XML Cite \textit{J. A. Duffy}, Econom. Theory 33, No. 6, 1387--1417 (2017; Zbl 1396.62077) Full Text: DOI arXiv
Yang, Lei; Fang, Yixin; Wang, Junhui; Shao, Yongzhao Variable selection for partially linear models via learning gradients. (English) Zbl 1379.62034 Electron. J. Stat. 11, No. 2, 2907-2930 (2017). Reviewer: Philipp Doebler (Dortmund) MSC: 62G08 62J07 46E22 68T05 62G20 PDF BibTeX XML Cite \textit{L. Yang} et al., Electron. J. Stat. 11, No. 2, 2907--2930 (2017; Zbl 1379.62034) Full Text: DOI Euclid
Lv, Shaogao; He, Xin; Wang, Junhui A unified penalized method for sparse additive quantile models: an RKHS approach. (English) Zbl 1447.62044 Ann. Inst. Stat. Math. 69, No. 4, 897-923 (2017). Reviewer: Ruxandra Stoean (Craiova) MSC: 62G08 62J07 62-08 46E22 PDF BibTeX XML Cite \textit{S. Lv} et al., Ann. Inst. Stat. Math. 69, No. 4, 897--923 (2017; Zbl 1447.62044) Full Text: DOI
Chang, Xiangyu; Lin, Shao-Bo; Zhou, Ding-Xuan Distributed semi-supervised learning with kernel ridge regression. (English) Zbl 1431.68106 J. Mach. Learn. Res. 18(2017-2018), Paper No. 46, 22 p. (2017). MSC: 68T05 62G08 62J07 PDF BibTeX XML Cite \textit{X. Chang} et al., J. Mach. Learn. Res. 18, Paper No. 46, 22 p. (2017; Zbl 1431.68106) Full Text: Link
Si, Si; Hsieh, Cho-Jui; Dhillon, Inderjit S. Memory efficient kernel approximation. (English) Zbl 1433.68399 J. Mach. Learn. Res. 18(2017-2018), Paper No. 20, 32 p. (2017). MSC: 68T09 62G08 62H30 62J07 68T05 PDF BibTeX XML Cite \textit{S. Si} et al., J. Mach. Learn. Res. 18, Paper No. 20, 32 p. (2017; Zbl 1433.68399) Full Text: Link
Wang, Hanchao; Zhou, Likai Bandwidth selection of nonparametric threshold estimator in jump-diffusion models. (English) Zbl 1368.62236 Comput. Math. Appl. 73, No. 2, 211-219 (2017). MSC: 62M05 60J75 62G05 62G20 PDF BibTeX XML Cite \textit{H. Wang} and \textit{L. Zhou}, Comput. Math. Appl. 73, No. 2, 211--219 (2017; Zbl 1368.62236) Full Text: DOI
Li, Weiyu; Patilea, Valentin A new minimum contrast approach for inference in single-index models. (English) Zbl 1368.62097 J. Multivariate Anal. 158, 47-59 (2017). MSC: 62G08 62G20 62J02 62F12 62H12 PDF BibTeX XML Cite \textit{W. Li} and \textit{V. Patilea}, J. Multivariate Anal. 158, 47--59 (2017; Zbl 1368.62097) Full Text: DOI
Bang, Sungwan; Eo, Soo-Heang; Jhun, Myoungshic; Cho, Hyung Jun Composite kernel quantile regression. (English) Zbl 1364.62088 Commun. Stat., Simulation Comput. 46, No. 3, 2228-2240 (2017). MSC: 62G08 62J07 PDF BibTeX XML Cite \textit{S. Bang} et al., Commun. Stat., Simulation Comput. 46, No. 3, 2228--2240 (2017; Zbl 1364.62088) Full Text: DOI
Khardani, Salah; Yao, Anne Françoise Non linear parametric mode regression. (English) Zbl 1395.62195 Commun. Stat., Theory Methods 46, No. 6, 3006-3024 (2017). MSC: 62J02 62F12 62F10 62G08 PDF BibTeX XML Cite \textit{S. Khardani} and \textit{A. F. Yao}, Commun. Stat., Theory Methods 46, No. 6, 3006--3024 (2017; Zbl 1395.62195) Full Text: DOI
Bouzebda, Salim; Didi, Sultana Additive regression model for stationary and ergodic continuous time processes. (English) Zbl 1380.62165 Commun. Stat., Theory Methods 46, No. 5, 2454-2493 (2017). MSC: 62G08 60G09 62G07 62G20 PDF BibTeX XML Cite \textit{S. Bouzebda} and \textit{S. Didi}, Commun. Stat., Theory Methods 46, No. 5, 2454--2493 (2017; Zbl 1380.62165) Full Text: DOI
Dicker, Lee H.; Foster, Dean P.; Hsu, Daniel Kernel ridge vs. principal component regression: minimax bounds and the qualification of regularization operators. (English) Zbl 1362.62087 Electron. J. Stat. 11, No. 1, 1022-1047 (2017). MSC: 62G08 62J07 62H25 PDF BibTeX XML Cite \textit{L. H. Dicker} et al., Electron. J. Stat. 11, No. 1, 1022--1047 (2017; Zbl 1362.62087) Full Text: DOI Euclid
Mojirsheibani, Majid; Reese, Timothy Kernel regression estimation for incomplete data with applications. (English) Zbl 1360.62188 Stat. Pap. 58, No. 1, 185-209 (2017). MSC: 62G08 62G07 62N01 62N02 PDF BibTeX XML Cite \textit{M. Mojirsheibani} and \textit{T. Reese}, Stat. Pap. 58, No. 1, 185--209 (2017; Zbl 1360.62188) Full Text: DOI
Sakhanenko, Lyudmila In search of an optimal kernel for a bias correction method for density estimators. (English) Zbl 06675233 Stat. Probab. Lett. 122, 42-50 (2017). MSC: 62G09 62G07 62J07 PDF BibTeX XML Cite \textit{L. Sakhanenko}, Stat. Probab. Lett. 122, 42--50 (2017; Zbl 06675233) Full Text: DOI
Yüzbaşı, Bahadır; Ahmed, S. Ejaz Shrinkage and penalized estimation in semi-parametric models with multicollinear data. (English) Zbl 07184814 J. Stat. Comput. Simulation 86, No. 17, 3543-3561 (2016). MSC: 62J05 62J07 62G08 62G20 PDF BibTeX XML Cite \textit{B. Yüzbaşı} and \textit{S. E. Ahmed}, J. Stat. Comput. Simulation 86, No. 17, 3543--3561 (2016; Zbl 07184814) Full Text: DOI
Lee, Kuang-Yao; Li, Bing; Zhao, Hongyu Variable selection via additive conditional independence. (English) Zbl 1414.62309 J. R. Stat. Soc., Ser. B, Stat. Methodol. 78, No. 5, 1037-1055 (2016). MSC: 62J05 62J07 62G05 PDF BibTeX XML Cite \textit{K.-Y. Lee} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 78, No. 5, 1037--1055 (2016; Zbl 1414.62309) Full Text: DOI
Zhang, Luwan; Wahba, Grace; Yuan, Ming Distance shrinkage and Euclidean embedding via regularized kernel estimation. (English) Zbl 1414.62195 J. R. Stat. Soc., Ser. B, Stat. Methodol. 78, No. 4, 849-867 (2016). MSC: 62H12 62J07 62P10 92D10 PDF BibTeX XML Cite \textit{L. Zhang} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 78, No. 4, 849--867 (2016; Zbl 1414.62195) Full Text: DOI arXiv
Cockeran, Marike; Swanepoel, Cornelia J. Bias and variance reduction procedures in non-parametric regression. (English) Zbl 1397.62147 S. Afr. Stat. J. 50, No. 1, 123-148 (2016). MSC: 62G08 62G05 62H12 PDF BibTeX XML Cite \textit{M. Cockeran} and \textit{C. J. Swanepoel}, S. Afr. Stat. J. 50, No. 1, 123--148 (2016; Zbl 1397.62147) Full Text: Link
Brunel, Elodie; Comte, Fabienne; Genon-Catalot, Valentine Nonparametric density and survival function estimation in the multiplicative censoring model. (English) Zbl 06833263 Test 25, No. 3, 570-590 (2016). MSC: 62G07 62N01 PDF BibTeX XML Cite \textit{E. Brunel} et al., Test 25, No. 3, 570--590 (2016; Zbl 06833263) Full Text: DOI
Fang, Zaili; Kim, Inyoung; Schaumont, Patrick Flexible variable selection for recovering sparsity in nonadditive nonparametric models. (English) Zbl 1390.62253 Biometrics 72, No. 4, 1155-1163 (2016). MSC: 62P10 62J07 62G05 62G08 62H25 PDF BibTeX XML Cite \textit{Z. Fang} et al., Biometrics 72, No. 4, 1155--1163 (2016; Zbl 1390.62253) Full Text: DOI
Jiang, Liang; Lin, Hongxi Parametric estimation of Hull-White model for stochastic volatility. (Chinese. English summary) Zbl 1374.62146 J. Syst. Eng. 31, No. 5, 633-642 (2016). MSC: 62P05 62G07 62F12 91G30 PDF BibTeX XML Cite \textit{L. Jiang} and \textit{H. Lin}, J. Syst. Eng. 31, No. 5, 633--642 (2016; Zbl 1374.62146) Full Text: DOI
Yuan, Ming; Zhou, Ding-Xuan Minimax optimal rates of estimation in high dimensional additive models. (English) Zbl 1360.62200 Ann. Stat. 44, No. 6, 2564-2593 (2016). MSC: 62G08 62F12 62J07 PDF BibTeX XML Cite \textit{M. Yuan} and \textit{D.-X. Zhou}, Ann. Stat. 44, No. 6, 2564--2593 (2016; Zbl 1360.62200) Full Text: DOI
Tidiane Seck, Cheikh; Diam, Ba; Samb Lo, Gane Nonparametric confidence intervals for tail dependence based on copulas. (English. French summary) Zbl 1358.62049 Afr. Stat. 11, No. 2, 1023-1039 (2016). MSC: 62G15 62H20 62G07 62G20 62P05 PDF BibTeX XML Cite \textit{C. Tidiane Seck} et al., Afr. Stat. 11, No. 2, 1023--1039 (2016; Zbl 1358.62049) Full Text: DOI Euclid
Sutradhar, Brajendra C.; Jowaheer, Vandna; Rao, R. Prabhakar Semi-parametric models for negative binomial panel data. (English) Zbl 1358.62073 Sankhyā, Ser. A 78, No. 2, 269-303 (2016). MSC: 62M10 62F12 62G05 62H20 62H12 62G20 PDF BibTeX XML Cite \textit{B. C. Sutradhar} et al., Sankhyā, Ser. A 78, No. 2, 269--303 (2016; Zbl 1358.62073) Full Text: DOI
Lerasle, Matthieu; Magalhães, Nelo Molter; Reynaud-Bouret, Patricia Optimal kernel selection for density estimation. (English) Zbl 1356.62051 Houdré, Christian (ed.) et al., High dimensional probability VII. The Cargèse volume. Selected papers based on the presentations at the 7th conference, HDP VII, Institut d’Études Scientifiques de Cargèse, IESC, Fance, May 26–30, 2014. Basel: Birkhäuser/Springer (ISBN 978-3-319-40517-9/hbk; 978-3-319-40519-3/ebook). Progress in Probability 71, 425-460 (2016). MSC: 62G07 62G05 62M09 62G08 62J05 46N30 PDF BibTeX XML Cite \textit{M. Lerasle} et al., Prog. Probab. 71, 425--460 (2016; Zbl 1356.62051) Full Text: DOI
Brouard, Céline; Szafranski, Marie; d’Alché-Buc, Florence Input output kernel regression: supervised and semi-supervised structured output prediction with operator-valued kernels. (English) Zbl 1392.62108 J. Mach. Learn. Res. 17, Paper No. 176, 48 p. (2016). MSC: 62G08 62J07 68T05 PDF BibTeX XML Cite \textit{C. Brouard} et al., J. Mach. Learn. Res. 17, Paper No. 176, 48 p. (2016; Zbl 1392.62108) Full Text: Link
Szabó, Zoltán; Sriperumbudur, Bharath K.; Póczos, Barnabás; Gretton, Arthur Learning theory for distribution regression. (English) Zbl 1392.62124 J. Mach. Learn. Res. 17, Paper No. 152, 40 p. (2016). MSC: 62G08 62C20 62G07 62J07 68T05 PDF BibTeX XML Cite \textit{Z. Szabó} et al., J. Mach. Learn. Res. 17, Paper No. 152, 40 p. (2016; Zbl 1392.62124) Full Text: Link
Roozbeh, Mahdi; Arashi, Mohammad New ridge regression estimator in semiparametric regression models. (English) Zbl 1348.62145 Commun. Stat., Simulation Comput. 45, No. 10, 3683-3715 (2016). MSC: 62G08 62J05 62J07 PDF BibTeX XML Cite \textit{M. Roozbeh} and \textit{M. Arashi}, Commun. Stat., Simulation Comput. 45, No. 10, 3683--3715 (2016; Zbl 1348.62145) Full Text: DOI
Ker, Alan P. Nonparametric estimation of possibly similar densities. (English) Zbl 1398.62073 Stat. Probab. Lett. 117, 23-30 (2016). MSC: 62G05 PDF BibTeX XML Cite \textit{A. P. Ker}, Stat. Probab. Lett. 117, 23--30 (2016; Zbl 1398.62073) Full Text: DOI
Zhao, Tianqi; Cheng, Guang; Liu, Han A partially linear framework for massive heterogeneous data. (English) Zbl 1358.62050 Ann. Stat. 44, No. 4, 1400-1437 (2016). Reviewer: Joseph Melamed (Los Angeles) MSC: 62G20 62F25 62F10 62F12 62J07 PDF BibTeX XML Cite \textit{T. Zhao} et al., Ann. Stat. 44, No. 4, 1400--1437 (2016; Zbl 1358.62050) Full Text: DOI Euclid arXiv
Guo, Xin; Fan, Jun; Zhou, Ding-Xuan Sparsity and error analysis of empirical feature-based regularization schemes. (English) Zbl 1367.68224 J. Mach. Learn. Res. 17, Paper No. 89, 34 p. (2016). MSC: 68T05 46E22 62G08 62J07 PDF BibTeX XML Cite \textit{X. Guo} et al., J. Mach. Learn. Res. 17, Paper No. 89, 34 p. (2016; Zbl 1367.68224) Full Text: Link
Tuo, Rui; Jeff Wu, C. F. A theoretical framework for calibration in computer models: parametrization, estimation and convergence properties. (English) Zbl 1383.62354 SIAM/ASA J. Uncertain. Quantif. 4, 767-795 (2016). MSC: 62P30 62F12 62F15 62P35 PDF BibTeX XML Cite \textit{R. Tuo} and \textit{C. F. Jeff Wu}, SIAM/ASA J. Uncertain. Quantif. 4, 767--795 (2016; Zbl 1383.62354) Full Text: DOI
Yang, Lei; Lv, Shaogao; Wang, Junhui Model-free variable selection in reproducing kernel Hilbert space. (English) Zbl 1360.62199 J. Mach. Learn. Res. 17, Paper No. 82, 24 p. (2016). MSC: 62G08 46E22 62J07 68T05 PDF BibTeX XML Cite \textit{L. Yang} et al., J. Mach. Learn. Res. 17, Paper No. 82, 24 p. (2016; Zbl 1360.62199) Full Text: Link
Muandet, Krikamol; Sriperumbudur, Bharath; Fukumizu, Kenji; Gretton, Arthur; Schölkopf, Bernhard Kernel mean shrinkage estimators. (English) Zbl 1360.62134 J. Mach. Learn. Res. 17, Paper No. 48, 41 p. (2016). MSC: 62G05 46E22 62G08 62J07 PDF BibTeX XML Cite \textit{K. Muandet} et al., J. Mach. Learn. Res. 17, Paper No. 48, 41 p. (2016; Zbl 1360.62134) Full Text: Link
Wu, Jibo Improved Liu-type estimator in partial linear model. (English) Zbl 1341.62227 Int. J. Comput. Math. 93, No. 3, 498-510 (2016). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{J. Wu}, Int. J. Comput. Math. 93, No. 3, 498--510 (2016; Zbl 1341.62227) Full Text: DOI
Lee, Eun Ryung; Mammen, Enno Local linear smoothing for sparse high dimensional varying coefficient models. (English) Zbl 1349.62313 Electron. J. Stat. 10, No. 1, 855-894 (2016). MSC: 62J05 62J07 62G05 62M10 62P05 PDF BibTeX XML Cite \textit{E. R. Lee} and \textit{E. Mammen}, Electron. J. Stat. 10, No. 1, 855--894 (2016; Zbl 1349.62313) Full Text: DOI Euclid
Roozbeh, Mahdi Robust ridge estimator in restricted semiparametric regression models. (English) Zbl 1334.62067 J. Multivariate Anal. 147, 127-144 (2016). MSC: 62G08 62G35 62J05 62J07 PDF BibTeX XML Cite \textit{M. Roozbeh}, J. Multivariate Anal. 147, 127--144 (2016; Zbl 1334.62067) Full Text: DOI
Chagny, Gaëlle; Roche, Angelina Adaptive estimation in the functional nonparametric regression model. (English) Zbl 1334.62054 J. Multivariate Anal. 146, 105-118 (2016). MSC: 62G08 62H12 PDF BibTeX XML Cite \textit{G. Chagny} and \textit{A. Roche}, J. Multivariate Anal. 146, 105--118 (2016; Zbl 1334.62054) Full Text: DOI
Shao, Jun; Wang, Lei Semiparametric inverse propensity weighting for nonignorable missing data. (English) Zbl 1452.62294 Biometrika 103, No. 1, 175-187 (2016). MSC: 62G08 62F12 62D10 PDF BibTeX XML Cite \textit{J. Shao} and \textit{L. Wang}, Biometrika 103, No. 1, 175--187 (2016; Zbl 1452.62294) Full Text: DOI
Aït-Sahalia, Yacine; Park, Joon Y. Bandwidth selection and asymptotic properties of local nonparametric estimators in possibly nonstationary continuous-time models. (English) Zbl 1419.62206 J. Econom. 192, No. 1, 119-138 (2016). MSC: 62M05 62G05 62G20 60J55 60F05 62M10 62P20 PDF BibTeX XML Cite \textit{Y. Aït-Sahalia} and \textit{J. Y. Park}, J. Econom. 192, No. 1, 119--138 (2016; Zbl 1419.62206) Full Text: DOI
Geng, Pei; Sakhanenko, Lyudmila Parameter estimation for the logistic regression model under case-control study. (English) Zbl 1384.62304 Stat. Probab. Lett. 109, 168-177 (2016). MSC: 62P10 62J12 62G07 62G10 PDF BibTeX XML Cite \textit{P. Geng} and \textit{L. Sakhanenko}, Stat. Probab. Lett. 109, 168--177 (2016; Zbl 1384.62304) Full Text: DOI
Roozbeh, Mahdi; Arash, Mohammad; Kibria, Gholam Generalized ridge regression estimator in semiparametric regression models. (English) Zbl 1424.62123 J. Iran. Stat. Soc. JIRSS 14, No. 1, 25-62 (2015). MSC: 62J07 62K10 62P20 65C05 PDF BibTeX XML Cite \textit{M. Roozbeh} et al., J. Iran. Stat. Soc. JIRSS 14, No. 1, 25--62 (2015; Zbl 1424.62123) Full Text: Link