Yuan, Hongpeng; Xiang, Sijia; Yao, Weixin A new bandwidth selection method for nonparametric modal regression based on generalized hyperbolic distributions. (English) Zbl 07904600 Comput. Stat. 39, No. 4, 1729-1746 (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Han, Zhong-Cheng; Zhao, Yan-Yong Nonparametric modal regression with mixed variables and application to analyze the GDP data. (English) Zbl 07866543 J. Comput. Appl. Math. 445, Article ID 115841, 15 p. (2024). MSC: 62Gxx 62-XX 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI
Chao, Yue; Huang, Lei; Ma, Xuejun; Sun, Jiajun Optimal subsampling for modal regression in massive data. (English) Zbl 07846503 Metrika 87, No. 4, 379-409 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Jin, Jun; Liu, Shuangzhe; Ma, Tiefeng Distributed penalized modal regression for massive data. (English) Zbl 07741546 J. Syst. Sci. Complex. 36, No. 2, 798-821 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Tao; Kato, Kengo; Ruppert, David Bootstrap inference for quantile-based modal regression. (English) Zbl 1514.62069 J. Am. Stat. Assoc. 118, No. 541, 122-134 (2023). MSC: 62G08 62G09 62P20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ullah, Aman; Wang, Tao; Yao, Weixin Semiparametric partially linear varying coefficient modal regression. (English) Zbl 07704482 J. Econom. 235, No. 2, 1001-1026 (2023). MSC: 62-XX 91-XX × Cite Format Result Cite Review PDF Full Text: DOI
Li, Shaomin; Wang, Kangning; Xu, Yong Robust estimation for nonrandomly distributed data. (English) Zbl 07686006 Ann. Inst. Stat. Math. 75, No. 3, 493-509 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Bourguignon, Marcelo; Gallardo, Diego I. A new look at the Birnbaum-Saunders regression model. (English) Zbl 07888955 Appl. Stoch. Models Bus. Ind. 38, No. 6, 935-951 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Xiao, Yanting; Liang, Lulu Robust estimation and variable selection for varying-coefficient partially nonlinear models based on modal regression. (English) Zbl 1496.62076 J. Korean Stat. Soc. 51, No. 3, 692-715 (2022). MSC: 62G08 62J02 62G35 62G20 × Cite Format Result Cite Review PDF Full Text: DOI
Xia, Yafeng; Zhang, Lirong; Zhang, Aiping Variable selection for partially varying coefficient model based on modal regression under high dimensional data. (English) Zbl 07532270 Commun. Stat., Theory Methods 51, No. 1, 232-248 (2022). MSC: 62G05 62G08 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Xiang, Sijia; Yao, Weixin Nonparametric statistical learning based on modal regression. (English) Zbl 1493.62212 J. Comput. Appl. Math. 409, Article ID 114130, 15 p. (2022). MSC: 62G08 62G07 62G20 62G05 62M09 × Cite Format Result Cite Review PDF Full Text: DOI OA License
Zhao, Yang; Feng, Sanying Robust estimation for partial linear single-index models. (English) Zbl 07476220 J. Nonparametric Stat. 34, No. 1, 228-249 (2022). MSC: 62Gxx × Cite Format Result Cite Review PDF Full Text: DOI
Kazemi, M.; Shahsavani, D.; Arashi, M.; Rodrigues, P. C. Estimation in partial linear model with spline modal function. (English) Zbl 1497.62096 Commun. Stat., Simulation Comput. 50, No. 11, 3256-3272 (2021). MSC: 62G08 62G05 62G35 62E20 × Cite Format Result Cite Review PDF Full Text: DOI
Kim, Sungsu; Rifat, Md Monjurul Islam Diagnostic analysis of a circular-circular regression model using asymmetric or asymmetric bi-modal circular errors. (English) Zbl 07533700 Commun. Stat., Theory Methods 50, No. 12, 2848-2858 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Kim, Sunyul; Seo, Byungtae Modal linear regression using log-concave distributions. (English) Zbl 1485.62088 J. Korean Stat. Soc. 50, No. 2, 479-494 (2021). MSC: 62J05 62G07 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Hongxia; Lin, Jinguan; Huang, Xingfang Local modal regression for the spatio-temporal model. (Chinese. English summary) Zbl 1499.62143 Sci. Sin., Math. 51, No. 4, 615-630 (2021). MSC: 62G08 62G05 62G20 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Kangning; Li, Shaomin Robust distributed modal regression for massive data. (English) Zbl 07422729 Comput. Stat. Data Anal. 160, Article ID 107225, 19 p. (2021). MSC: 62G08 62G05 62G20 62G35 × Cite Format Result Cite Review PDF Full Text: DOI
Shi, Jianhong; Zhang, Yujing; Yu, Ping; Song, Weixing SIMEX estimation in parametric modal regression with measurement error. (English) Zbl 1510.62074 Comput. Stat. Data Anal. 157, Article ID 107158, 19 p. (2021). MSC: 62-08 62J05 62F12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chacón, José E. The modal age of statistics. (English) Zbl 07776781 Int. Stat. Rev. 88, No. 1, 122-141 (2020). MSC: 62Gxx 62Hxx 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Shi, Jianhong; Zhang, Jie; Wang, Xiaorui; Song, Weixing Modal non-linear regression in the presence of Laplace measurement error. (English) Zbl 1521.62061 Aust. N. Z. J. Stat. 62, No. 2, 232-248 (2020). MSC: 62G08 62J02 62G20 62G35 × Cite Format Result Cite Review PDF Full Text: DOI
Gong, Tieliang; Xu, Chen; Chen, Hong Modal additive models with data-driven structure identification. (English) Zbl 1486.68151 Math. Found. Comput. 3, No. 3, 165-183 (2020). MSC: 68T05 62G08 62J02 × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Shiyun; Zhao, Peixin; Yang, Yiping Modal regression based efficient and robust estimation for longitudinal partially linear models. (Chinese. English summary) Zbl 1474.62110 J. Syst. Sci. Math. Sci. 40, No. 12, 2459-2473 (2020). MSC: 62G05 62G35 62G20 62H11 62J05 × Cite Format Result Cite Review PDF
Yuan, Wanli; Yang, Lianqiang; Wang, Xuejun Modal regression models based on B-splines. (Chinese. English summary) Zbl 1474.62139 J. Syst. Sci. Math. Sci. 40, No. 11, 2125-2135 (2020). MSC: 62G08 65D07 × Cite Format Result Cite Review PDF
Han, Zhong-Cheng; Lin, Jin-Guan; Zhao, Yan-Yong Adaptive semiparametric estimation for single index models with jumps. (English) Zbl 07345931 Comput. Stat. Data Anal. 151, Article ID 107013, 12 p. (2020). MSC: 62G08 62G05 62E20 62G20 62G35 × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Bowen; Zhao, Peixin; Tang, Xinrong; Yang, Yiping Efficient and robust empirical likelihood inferences for linear mixed effects models. (Chinese. English summary) Zbl 1474.62100 Math. Appl. 33, No. 4, 886-893 (2020). MSC: 62G05 62G20 62J05 × Cite Format Result Cite Review PDF
Xia, Yafeng; Jia, Xinyi A unified variable selection approach for varying coefficient models based modal regression. (Chinese. English summary) Zbl 1463.62125 J. Lanzhou Univ. Technol. 46, No. 2, 161-165 (2020). MSC: 62G08 65D07 × Cite Format Result Cite Review PDF
Feng, Yunlong; Fan, Jun; Suykens, Johan A. K. A statistical learning approach to modal regression. (English) Zbl 1497.68418 J. Mach. Learn. Res. 21, Paper No. 2, 35 p. (2020). MSC: 68T05 62G08 62J02 × Cite Format Result Cite Review PDF Full Text: arXiv Link
Bourguignon, Marcelo; Leão, Jeremias; Gallardo, Diego I. Parametric modal regression with varying precision. (English) Zbl 1441.62291 Biom. J. 62, No. 1, 202-220 (2020). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Yu, Ping; Zhu, Zhongyi; Shi, Jianhong; Ai, Xikai Robust estimation for partial functional linear regression model based on modal regression. (English) Zbl 1448.62210 J. Syst. Sci. Complex. 33, No. 2, 527-544 (2020). MSC: 62R10 62J05 62G35 65D07 × Cite Format Result Cite Review PDF Full Text: DOI
Chen, Jian; Zhao, Peixin Orthogonality based modal empirical likelihood for partially linear models. (Chinese. English summary) Zbl 1449.62075 Math. Appl. 33, No. 1, 77-83 (2020). MSC: 62G05 62G15 62G35 × Cite Format Result Cite Review PDF
Yang, Jing; Tian, Guoliang; Lu, Fang; Lu, Xuewen Single-index modal regression via outer product gradients. (English) Zbl 1504.62057 Comput. Stat. Data Anal. 144, Article ID 106867, 14 p. (2020). MSC: 62G08 × Cite Format Result Cite Review PDF Full Text: DOI
Xia, Yafeng; Qu, Yarong; Sun, Nailing Variable selection for semiparametric varying coefficient partially linear model based on modal regression with missing data. (English) Zbl 07529842 Commun. Stat., Theory Methods 48, No. 20, 5121-5137 (2019). MSC: 62G05 62G08 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Yu, Ping; Du, Jiang; Zhang, Zhongzhan Robust estimation for partial functional linear additive model based on modal regression. (Chinese. English summary) Zbl 1499.62241 Sci. Sin., Math. 49, No. 5, 799-814 (2019). MSC: 62J05 62F35 × Cite Format Result Cite Review PDF Full Text: DOI
Xia, Yafeng; Qu, Yarong Modal regression and variable selection of partially linear additive model. (Chinese. English summary) Zbl 1449.62163 J. Lanzhou Univ. Technol. 45, No. 6, 157-161 (2019). MSC: 62J07 62G05 62G08 65D07 × Cite Format Result Cite Review PDF
Wang, Yingjie; Chen, Hong; Song, Biqin; Li, Han Regularized modal regression with data-dependent hypothesis spaces. (English) Zbl 1433.62181 Int. J. Wavelets Multiresolut. Inf. Process. 17, No. 6, Article ID 1950047, 21 p. (2019). MSC: 62J02 62G07 68T05 62G08 × Cite Format Result Cite Review PDF Full Text: DOI
Ota, Hirofumi; Kato, Kengo; Hara, Satoshi Quantile regression approach to conditional mode estimation. (English) Zbl 1429.62149 Electron. J. Stat. 13, No. 2, 3120-3160 (2019). MSC: 62G08 62J02 62G20 62P30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Huang, Xingshou; Zhao, Peixin; Yang, Yiping Modal regression estimation for linear models with longitudinal data. (Chinese. English summary) Zbl 1438.62067 Math. Appl. 32, No. 1, 11-18 (2019). MSC: 62G05 62G20 62G35 62J05 62G08 × Cite Format Result Cite Review PDF
Sando, Keishi; Akaho, Shotaro; Murata, Noboru; Hino, Hideitsu Information geometry of modal linear regression. (English) Zbl 1422.62034 Inf. Geom. 2, No. 1, 43-75 (2019). MSC: 62B10 62J05 62G35 × Cite Format Result Cite Review PDF Full Text: DOI OA License
Chen, Yen-Chi Modal regression using kernel density estimation: a review. (English) Zbl 07910820 Wiley Interdiscip. Rev., WIREs Comput. Stat. 10, No. 4, Article ID e1431, 14 p. (2018). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Han, Zhong-Cheng; Lin, Jin-Guan; Wang, Hong-Xia; Huang, Xing-Fang A robust and efficient estimation method for nonparametric models with jump points. (English) Zbl 1388.62146 Commun. Stat., Simulation Comput. 46, No. 8, 6283-6297 (2017). MSC: 62G35 60J75 62G08 62P12 × Cite Format Result Cite Review PDF Full Text: DOI
Lv, Jing; Yang, Hu; Guo, Chaohui Variable selection in partially linear additive models for modal regression. (English) Zbl 1380.62196 Commun. Stat., Simulation Comput. 46, No. 7, 5646-5665 (2017). MSC: 62G10 62G08 × Cite Format Result Cite Review PDF Full Text: DOI
Au, Siu-Kui Operational modal analysis. Modeling, Bayesian inference, uncertainty laws. (English) Zbl 1377.62013 Singapore: Springer (ISBN 978-981-10-4117-4/hbk; 978-981-10-4118-1/ebook). xxiii, 542 p. (2017). MSC: 62-02 62P35 62M10 62M15 62F15 70J10 × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Jianqi; Wang, Liqiong; Zuo, Ruiting The bias correction methods based on the predictions of non-linear time series and their applications. (Chinese. English summary) Zbl 1389.62138 J. Numer. Methods Comput. Appl. 38, No. 1, 11-25 (2017). MSC: 62M10 62M20 62P12 × Cite Format Result Cite Review PDF
Yang, Jing; Yang, Hu Robust modal estimation and variable selection for single-index varying-coefficient models. (English) Zbl 1373.62166 Commun. Stat., Simulation Comput. 46, No. 4, 2976-2997 (2017). MSC: 62G08 62G05 62G20 × Cite Format Result Cite Review PDF Full Text: DOI
Li, Zean; Zhao, Weihua; Zhang, Riquan; Liu, Jicai Robust estimation for partially linear single-index model. (English) Zbl 1462.62292 Commun. Stat., Theory Methods 46, No. 11, 5342-5356 (2017). MSC: 62G35 62G10 62G08 × Cite Format Result Cite Review PDF Full Text: DOI
Lv, Jing; Yang, Hu; Guo, Chaohui Robust estimation for varying index coefficient models. (English) Zbl 1347.65024 Comput. Stat. 31, No. 3, 1131-1167 (2016). MSC: 62-08 62G08 62G35 62G20 × Cite Format Result Cite Review PDF Full Text: DOI
Pioldi, Fabio; Rizzi, Egidio A full dynamic compound inverse method for output-only element-level system identification and input estimation from earthquake response signals. (English) Zbl 1398.65069 Comput. Mech. 58, No. 2, 307-327 (2016). MSC: 65F20 62M10 74J25 74H45 65D10 × Cite Format Result Cite Review PDF Full Text: DOI
Yang, Hu; Lv, Jing; Guo, Chaohui Robust estimation and variable selection for varying-coefficient single-index models based on modal regression. (English) Zbl 1346.62063 Commun. Stat., Theory Methods 45, No. 14, 4048-4067 (2016). MSC: 62G05 62G20 62G35 × Cite Format Result Cite Review PDF Full Text: DOI
Lei, Yunwen; Ying, Yiming Generalization analysis of multi-modal metric learning. (English) Zbl 1338.68235 Anal. Appl., Singap. 14, No. 4, 503-521 (2016). MSC: 68T05 62J02 × Cite Format Result Cite Review PDF Full Text: DOI
Yang, Jing; Yang, Hu A robust penalized estimation for identification in semiparametric additive models. (English) Zbl 1334.62046 Stat. Probab. Lett. 110, 268-277 (2016). MSC: 62G05 62G08 × Cite Format Result Cite Review PDF Full Text: DOI
Yang, Hu; Lv, Jing; Guo, Chaohui Robust variable selection in modal varying-coefficient models with longitudinal. (English) Zbl 1457.62123 J. Stat. Comput. Simulation 85, No. 15, 3064-3079 (2015). MSC: 62G08 62J07 62G20 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Irpino, Antonio; Verde, Rosanna Linear regression for numeric symbolic variables: a least squares approach based on Wasserstein distance. (English) Zbl 1414.62306 Adv. Data Anal. Classif., ADAC 9, No. 1, 81-106 (2015). MSC: 62J05 62G30 46F10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
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Zhao, Weihua; Zhang, Riquan; Liu, Yukun; Liu, Jicai Empirical likelihood based modal regression. (English) Zbl 1309.62085 Stat. Pap. 56, No. 2, 411-430 (2015). MSC: 62G10 62G08 × Cite Format Result Cite Review PDF Full Text: DOI
Zhu, Huiming; Lv, Zhike; Yu, Keming; Deng, Chao Robust variable selection in partially varying coefficient single-index model. (English) Zbl 1311.62063 J. Korean Stat. Soc. 44, No. 1, 45-57 (2015). MSC: 62G08 62G35 × Cite Format Result Cite Review PDF Full Text: DOI Link
Östermark, Ralf A parallel fuzzy GMM-algorithm for approximate VGARCH-modeling with a multi-modal discontinuous merit function. (English) Zbl 1335.62159 Fuzzy Sets Syst. 253, 28-43 (2014). MSC: 62P20 62M10 62M86 65C60 90C70 91B70 × Cite Format Result Cite Review PDF Full Text: DOI
Hall, Jamie; Pitt, Michael K.; Kohn, Robert Bayesian inference for nonlinear structural time series models. (English) Zbl 1298.91121 J. Econom. 179, No. 2, 99-111 (2014). MSC: 91B82 62M10 62F15 62P20 91B51 91B62 91B25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Yang, Hu; Guo, Chaohui; Lv, Jing A robust and efficient estimation method for single-index varying-coefficient models. (English) Zbl 1301.62040 Stat. Probab. Lett. 94, 119-127 (2014). MSC: 62G05 62G20 62G35 62J05 65C60 × Cite Format Result Cite Review PDF Full Text: DOI
Yang, Hu; Yang, Jing A robust and efficient estimation and variable selection method for partially linear single-index models. (English) Zbl 1288.62066 J. Multivariate Anal. 129, 227-242 (2014). MSC: 62G08 62G05 62G20 62G35 65C05 × Cite Format Result Cite Review PDF Full Text: DOI
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Liu, Jicai; Zhang, Riquan; Zhao, Weihua; Lv, Yazhao A robust and efficient estimation method for single index models. (English) Zbl 1280.62048 J. Multivariate Anal. 122, 226-238 (2013). MSC: 62G08 62J12 62G05 62G20 65C60 × Cite Format Result Cite Review PDF Full Text: DOI
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Chib, Siddhartha; Ramamurthy, Srikanth Tailored randomized block MCMC methods with application to DSGE models. (English) Zbl 1431.62603 J. Econom. 155, No. 1, 19-38 (2010). MSC: 62P20 62F15 62M10 65C40 91B51 × Cite Format Result Cite Review PDF Full Text: DOI
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