Wu, Yi; Yu, Wei; Wang, Xuejun Large deviations for randomly weighted least squares estimator in a nonlinear regression model. (English) Zbl 07875262 Metrika 87, No. 5, 551-570 (2024). MSC: 62J02 62F12 PDFBibTeX XMLCite \textit{Y. Wu} et al., Metrika 87, No. 5, 551--570 (2024; Zbl 07875262) Full Text: DOI
Xia, Lu; Massei, Stefano; Hochstenbach, Michiel E.; Koren, Barry On stochastic roundoff errors in gradient descent with low-precision computation. (English) Zbl 07802203 J. Optim. Theory Appl. 200, No. 2, 634-668 (2024). MSC: 62J02 65G50 68T01 PDFBibTeX XMLCite \textit{L. Xia} et al., J. Optim. Theory Appl. 200, No. 2, 634--668 (2024; Zbl 07802203) Full Text: DOI arXiv
Gilani, Narjes; Pourmousa, Reza The likelihood and Bayesian analyses for asymmetric Laplace nonlinear regression model. (English) Zbl 1538.62198 Comput. Appl. Math. 43, No. 1, Paper No. 21, 21 p. (2024). MSC: 62J02 62F10 62F15 PDFBibTeX XMLCite \textit{N. Gilani} and \textit{R. Pourmousa}, Comput. Appl. Math. 43, No. 1, Paper No. 21, 21 p. (2024; Zbl 1538.62198) Full Text: DOI
Gál, Zoltán; Terdik, György On the patterns of the nonstationary datagram based fast communication processes. (English) Zbl 07822955 Ann. Math. Inform. 58, 41-55 (2023). MSC: 62J02 62P30 68M11 68M12 93B17 PDFBibTeX XMLCite \textit{Z. Gál} and \textit{G. Terdik}, Ann. Math. Inform. 58, 41--55 (2023; Zbl 07822955) Full Text: DOI
Azimi, Seyede Sedighe; Samani, Ehsan Bahrami Joint models for longitudinal zero-inflated overdispersed binomial and normal responses. (English) Zbl 07761603 Sankhyā, Ser. B 85, No. 2, 251-271 (2023). MSC: 62J02 62J05 PDFBibTeX XMLCite \textit{S. S. Azimi} and \textit{E. B. Samani}, Sankhyā, Ser. B 85, No. 2, 251--271 (2023; Zbl 07761603) Full Text: DOI
Nandi, Swagata; Kundu, Debasis Estimating parameters in multichannel fundamental frequency with harmonics model. (English) Zbl 07757622 Statistics 57, No. 5, 1142-1164 (2023). MSC: 62J02 62E20 62C05 PDFBibTeX XMLCite \textit{S. Nandi} and \textit{D. Kundu}, Statistics 57, No. 5, 1142--1164 (2023; Zbl 07757622) Full Text: DOI
Ivanov, O. V.; Orlovs’kyĭ, I. V. Detection of hidden periodicities in models with discrete time and long range dependent random noise. (Ukrainian. English summary) Zbl 1538.62199 Visn., Ser. Fiz.-Mat. Nauky, Kyïv. Univ. Im. Tarasa Shevchenka 2023, No. 1, 48-58 (2023). MSC: 62J02 62G20 PDFBibTeX XMLCite \textit{O. V. Ivanov} and \textit{I. V. Orlovs'kyĭ}, Visn., Ser. Fiz.-Mat. Nauky, Kyïv. Univ. Im. Tarasa Shevchenka 2023, No. 1, 48--58 (2023; Zbl 1538.62199) Full Text: DOI OA License
Mangaya-Ay, I. A. Estimability of semiparametric switching meta-regression model. (English) Zbl 07723598 J. Anal. Appl. 21, No. 2, 113-122 (2023). MSC: 62J02 62G05 PDFBibTeX XMLCite \textit{I. A. Mangaya-Ay}, J. Anal. Appl. 21, No. 2, 113--122 (2023; Zbl 07723598) Full Text: Link
Dykyi, Oleksandr; Ivanov, Alexander Consistency of LSE for the many-dimensional symmetric textured surface parameters. (English) Zbl 1517.62072 Mod. Stoch., Theory Appl. 10, No. 3, 267-285 (2023). MSC: 62J02 62F12 62J99 62M40 PDFBibTeX XMLCite \textit{O. Dykyi} and \textit{A. Ivanov}, Mod. Stoch., Theory Appl. 10, No. 3, 267--285 (2023; Zbl 1517.62072) Full Text: DOI
Cheridito, Patrick; Gersey, Balint Computation of conditional expectations with guarantees. (English) Zbl 07698853 J. Sci. Comput. 95, No. 1, Paper No. 12, 30 p. (2023). MSC: 62J02 65G99 65C05 65C20 68T05 PDFBibTeX XMLCite \textit{P. Cheridito} and \textit{B. Gersey}, J. Sci. Comput. 95, No. 1, Paper No. 12, 30 p. (2023; Zbl 07698853) Full Text: DOI arXiv OA License
Ghosal, Aritra; Meiring, Wendy; Petersen, Alexander Fréchet single index models for object response regression. (English) Zbl 07690320 Electron. J. Stat. 17, No. 1, 1074-1112 (2023). MSC: 62J02 62G08 PDFBibTeX XMLCite \textit{A. Ghosal} et al., Electron. J. Stat. 17, No. 1, 1074--1112 (2023; Zbl 07690320) Full Text: DOI arXiv Link
Chandrasekher, Kabir Aladin; Pananjady, Ashwin; Thrampoulidis, Christos Sharp global convergence guarantees for iterative nonconvex optimization with random data. (English) Zbl 1539.62205 Ann. Stat. 51, No. 1, 179-210 (2023). MSC: 62J02 62H12 62F12 90C26 94A12 PDFBibTeX XMLCite \textit{K. A. Chandrasekher} et al., Ann. Stat. 51, No. 1, 179--210 (2023; Zbl 1539.62205) Full Text: DOI arXiv
Aghayerashti, Maryam; Samani, Ehsan Bahrami; Ganjali, Mojtaba Bayesian latent variable model of mixed correlated rank and beta-binomial responses with missing data for the international statistical literacy project poster competition. (English) Zbl 07683117 Sankhyā, Ser. B 85, No. 1, 210-250 (2023). MSC: 62J02 62J05 PDFBibTeX XMLCite \textit{M. Aghayerashti} et al., Sankhyā, Ser. B 85, No. 1, 210--250 (2023; Zbl 07683117) Full Text: DOI
Samani, Ehsan Bahrami; Tabrizi, Elham Joint linear modeling of mixed data and its application to email analysis. (English) Zbl 07683116 Sankhyā, Ser. B 85, No. 1, 175-209 (2023). MSC: 62J02 62J05 PDFBibTeX XMLCite \textit{E. B. Samani} and \textit{E. Tabrizi}, Sankhyā, Ser. B 85, No. 1, 175--209 (2023; Zbl 07683116) Full Text: DOI
Pidstrigach, Jakiw; Reich, Sebastian Affine-invariant ensemble transform methods for logistic regression. (English) Zbl 07673617 Found. Comput. Math. 23, No. 2, 675-708 (2023). MSC: 62J02 65C05 62F15 PDFBibTeX XMLCite \textit{J. Pidstrigach} and \textit{S. Reich}, Found. Comput. Math. 23, No. 2, 675--708 (2023; Zbl 07673617) Full Text: DOI arXiv OA License
Wang, Xin; Kong, Lingchen; Wang, Liqun Numerical optimization and computation for second-order least squares estimation. (English) Zbl 1524.62314 Pac. J. Optim. 19, No. 2, 315-334 (2023). MSC: 62J02 65K05 90C26 90C30 PDFBibTeX XMLCite \textit{X. Wang} et al., Pac. J. Optim. 19, No. 2, 315--334 (2023; Zbl 1524.62314) Full Text: Link
Glasner, Karl Data-driven learning of differential equations: combining data and model uncertainty. (English) Zbl 1524.62310 Comput. Appl. Math. 42, No. 1, Paper No. 36, 17 p. (2023). MSC: 62J02 65M32 65L09 PDFBibTeX XMLCite \textit{K. Glasner}, Comput. Appl. Math. 42, No. 1, Paper No. 36, 17 p. (2023; Zbl 1524.62310) Full Text: DOI
Navarro-García, Manuel; Guerrero, Vanesa; Durban, María On constrained smoothing and out-of-range prediction using \(P\)-splines: a conic optimization approach. (English) Zbl 1511.62145 Appl. Math. Comput. 441, Article ID 127679, 20 p. (2023). MSC: 62J02 62G05 62R07 65D07 90C20 90C90 PDFBibTeX XMLCite \textit{M. Navarro-García} et al., Appl. Math. Comput. 441, Article ID 127679, 20 p. (2023; Zbl 1511.62145) Full Text: DOI OA License
Dimitrova, Dimitrina S.; Kaishev, Vladimir K.; Lattuada, Andrea; Verrall, Richard J. Geometrically designed variable knot splines in generalized (non-)linear models. (English) Zbl 1510.62290 Appl. Math. Comput. 436, Article ID 127493, 21 p. (2023). MSC: 62J02 65D07 PDFBibTeX XMLCite \textit{D. S. Dimitrova} et al., Appl. Math. Comput. 436, Article ID 127493, 21 p. (2023; Zbl 1510.62290) Full Text: DOI Link
Huang, Dongming; Tian, Songtao; Lin, Qian On the Structural Dimension of Sliced Inverse Regression. arXiv:2305.04340 Preprint, arXiv:2305.04340 [math.ST] (2023). MSC: 62J02 62H12 62C20 BibTeX Cite \textit{D. Huang} et al., ``On the Structural Dimension of Sliced Inverse Regression'', Preprint, arXiv:2305.04340 [math.ST] (2023) Full Text: arXiv OA License
Seroussi, Inbar; Zeitouni, Ofer Lower bounds on the generalization error of nonlinear learning models. (English) Zbl 1534.62084 IEEE Trans. Inf. Theory 68, No. 12, 7956-7970 (2022). MSC: 62J02 60B20 PDFBibTeX XMLCite \textit{I. Seroussi} and \textit{O. Zeitouni}, IEEE Trans. Inf. Theory 68, No. 12, 7956--7970 (2022; Zbl 1534.62084) Full Text: DOI arXiv
Sinha, R. R.; Khanna, Bharti Generalized regression-cum-exponential mean estimator using conventional and non-conventional auxiliary parameters. (English) Zbl 07730943 Rev. Invest. Oper. 43, No. 5, 629-638 (2022). MSC: 62J02 62G07 PDFBibTeX XMLCite \textit{R. R. Sinha} and \textit{B. Khanna}, Rev. Invest. Oper. 43, No. 5, 629--638 (2022; Zbl 07730943) Full Text: Link
Wani, Zakir Hussain; Rizwan, Yousuf; Rizvi, S. E. H. A modified class of regression estimators by using huber M estimation. (English) Zbl 07730941 Rev. Invest. Oper. 43, No. 5, 613-618 (2022). MSC: 62J02 62G07 62G08 PDFBibTeX XMLCite \textit{Z. H. Wani} et al., Rev. Invest. Oper. 43, No. 5, 613--618 (2022; Zbl 07730941) Full Text: Link
Adarkwa, Samuel Akwasi; Owusu, Frank Kofi; Okyere, Samuel Impact of using double positive samples in deming regression. (English) Zbl 1497.62161 Int. J. Math. Math. Sci. 2022, Article ID 3984857, 8 p. (2022). MSC: 62J02 62F15 62G08 PDFBibTeX XMLCite \textit{S. A. Adarkwa} et al., Int. J. Math. Math. Sci. 2022, Article ID 3984857, 8 p. (2022; Zbl 1497.62161) Full Text: DOI OA License
Bindele, Huybrechts F.; Denhere, Melody; Sun, Wei Generalized signed-rank estimation and selection for the functional linear model. (English) Zbl 1493.62418 Statistics 56, No. 4, 719-738 (2022). MSC: 62J02 62G05 62F12 62G20 PDFBibTeX XMLCite \textit{H. F. Bindele} et al., Statistics 56, No. 4, 719--738 (2022; Zbl 1493.62418) Full Text: DOI
Gudkov, Aleksandr Aleksandrovich; Sidorov, Sergeĭ Petrovich; Spiridonov, Kirill Aleksandrovich Dual active-set algorithm for optimal 3-monotone regression. (English) Zbl 1496.62113 Izv. Sarat. Univ. (N.S.), Ser. Mat. Mekh. Inform. 22, No. 2, 216-223 (2022). MSC: 62J02 62M10 PDFBibTeX XMLCite \textit{A. A. Gudkov} et al., Izv. Sarat. Univ. (N.S.), Ser. Mat. Mekh. Inform. 22, No. 2, 216--223 (2022; Zbl 1496.62113) Full Text: DOI MNR OA License
Sheikhi, Ayyub; Arad, Fereshteh; Mesiar, Radko A heteroscedasticity diagnostic of a regression analysis with copula dependent random variables. (English) Zbl 1503.62056 Braz. J. Probab. Stat. 36, No. 2, 408-419 (2022). MSC: 62J02 62H05 62H12 PDFBibTeX XMLCite \textit{A. Sheikhi} et al., Braz. J. Probab. Stat. 36, No. 2, 408--419 (2022; Zbl 1503.62056) Full Text: DOI
Huang, Juntao; Zhou, Yizhou; Yong, Wen-An Data-driven discovery of multiscale chemical reactions governed by the law of mass action. (English) Zbl 1537.62026 J. Comput. Phys. 448, Article ID 110743, 15 p. (2022). MSC: 62J02 68T07 92E20 PDFBibTeX XMLCite \textit{J. Huang} et al., J. Comput. Phys. 448, Article ID 110743, 15 p. (2022; Zbl 1537.62026) Full Text: DOI arXiv
Eigel, Martin; Schneider, Reinhold; Trunschke, Philipp Convergence bounds for empirical nonlinear least-squares. (English) Zbl 1482.62071 ESAIM, Math. Model. Numer. Anal. 56, No. 1, 79-104 (2022). MSC: 62J02 41A25 41A65 41A30 PDFBibTeX XMLCite \textit{M. Eigel} et al., ESAIM, Math. Model. Numer. Anal. 56, No. 1, 79--104 (2022; Zbl 1482.62071) Full Text: DOI arXiv OA License
Ollier, Edouard Fast selection of nonlinear mixed effect models using penalized likelihood. (English) Zbl 07464468 Comput. Stat. Data Anal. 167, Article ID 107373, 15 p. (2022). MSC: 62J02 62P10 62-08 90C59 PDFBibTeX XMLCite \textit{E. Ollier}, Comput. Stat. Data Anal. 167, Article ID 107373, 15 p. (2022; Zbl 07464468) Full Text: DOI arXiv
Hanik, Martin; Hege, Hans-Christian; von Tycowicz, Christoph A Nonlinear Hierarchical Model for Longitudinal Data on Manifolds. arXiv:2202.01180 Preprint, arXiv:2202.01180 [stat.ME] (2022). MSC: 62J02 62P10 62F99 BibTeX Cite \textit{M. Hanik} et al., ``A Nonlinear Hierarchical Model for Longitudinal Data on Manifolds'', Preprint, arXiv:2202.01180 [stat.ME] (2022) Full Text: arXiv OA License
Moraga, Magaly S.; Ibacache-Pulgar, Germán; Nicolis, Orietta On an elliptical thin-plate spline partially varying-coefficient model. (English) Zbl 1527.62049 Chil. J. Stat. 12, No. 2, 205-228 (2021). MSC: 62J02 62J12 PDFBibTeX XMLCite \textit{M. S. Moraga} et al., Chil. J. Stat. 12, No. 2, 205--228 (2021; Zbl 1527.62049) Full Text: Link
Strömberg, Niclas Comparison of optimal linear, affine and convex combinations of metamodels. (English) Zbl 1523.62058 Eng. Optim. 53, No. 4, 702-718 (2021). MSC: 62J02 PDFBibTeX XMLCite \textit{N. Strömberg}, Eng. Optim. 53, No. 4, 702--718 (2021; Zbl 1523.62058) Full Text: DOI
Carrasco, Jalmar M. F.; Reid, Nancy Simplex regression models with measurement error. (English) Zbl 1497.62162 Commun. Stat., Simulation Comput. 50, No. 11, 3420-3435 (2021). MSC: 62J02 62P10 PDFBibTeX XMLCite \textit{J. M. F. Carrasco} and \textit{N. Reid}, Commun. Stat., Simulation Comput. 50, No. 11, 3420--3435 (2021; Zbl 1497.62162) Full Text: DOI
Neto, Eufrásio de Andrade Lima; Pinheiro, Aluísio; Ferreira, Adenice Gomes de Oliveira On wavelet to select the parametric form of a regression model. (English) Zbl 1497.62163 Commun. Stat., Simulation Comput. 50, No. 9, 2619-2642 (2021). MSC: 62J02 62J12 62-04 PDFBibTeX XMLCite \textit{E. de A. L. Neto} et al., Commun. Stat., Simulation Comput. 50, No. 9, 2619--2642 (2021; Zbl 1497.62163) Full Text: DOI arXiv
Cribari-Neto, Francisco; Lima, Fábio P. Resampling-based prediction intervals in beta regressions under correct and incorrect model specification. (English) Zbl 1489.62191 Commun. Stat., Simulation Comput. 50, No. 5, 1398-1416 (2021). MSC: 62J02 62F10 62G09 PDFBibTeX XMLCite \textit{F. Cribari-Neto} and \textit{F. P. Lima}, Commun. Stat., Simulation Comput. 50, No. 5, 1398--1416 (2021; Zbl 1489.62191) Full Text: DOI
Sharifian, Nastaran; Bahrami Samani, Ehsan; Ganjali, Mojtaba Joint modeling for longitudinal set-inflated continuous and count responses. (English) Zbl 07532940 Commun. Stat., Theory Methods 50, No. 5, 1134-1160 (2021). MSC: 62J02 62J05 62J12 62-XX PDFBibTeX XMLCite \textit{N. Sharifian} et al., Commun. Stat., Theory Methods 50, No. 5, 1134--1160 (2021; Zbl 07532940) Full Text: DOI
Ivanov, Alexander; Kozachenko, Yuriy; Moskvychova, Kateryna Large deviations of the correlogram estimator of the random noise covariance function in the nonlinear regression model. (English) Zbl 07531809 Commun. Stat., Theory Methods 50, No. 18, 4236-4254 (2021). MSC: 62J02 60G10 60J15 60F10 62G20 62-XX PDFBibTeX XMLCite \textit{A. Ivanov} et al., Commun. Stat., Theory Methods 50, No. 18, 4236--4254 (2021; Zbl 07531809) Full Text: DOI
Sabzekar, Mostafa; Hasheminejad, Seyed Mohammad Hossein Robust regression using support vector regressions. (English) Zbl 1498.62130 Chaos Solitons Fractals 144, Article ID 110738, 6 p. (2021). MSC: 62J02 62F35 PDFBibTeX XMLCite \textit{M. Sabzekar} and \textit{S. M. H. Hasheminejad}, Chaos Solitons Fractals 144, Article ID 110738, 6 p. (2021; Zbl 1498.62130) Full Text: DOI
de A. T. de Carvalho, Francisco; de A. Lima Neto, Eufrásio; da Silva, Kassio C. F. A clusterwise nonlinear regression algorithm for interval-valued data. (English) Zbl 1484.62089 Inf. Sci. 555, 357-385 (2021). MSC: 62J02 62H30 PDFBibTeX XMLCite \textit{F. de A. T. de Carvalho} et al., Inf. Sci. 555, 357--385 (2021; Zbl 1484.62089) Full Text: DOI
Zheng, Songfeng A majorization-minimization scheme for \(L_2\) support vector regression. (English) Zbl 07497095 J. Stat. Comput. Simulation 91, No. 15, 3087-3107 (2021). MSC: 62J02 62J12 62-XX PDFBibTeX XMLCite \textit{S. Zheng}, J. Stat. Comput. Simulation 91, No. 15, 3087--3107 (2021; Zbl 07497095) Full Text: DOI
Sun, W.; Bindele, H. F.; Abebe, A.; Correia, H. E. Robust functional coefficient selection for the single-index varying coefficients regression model. (English) Zbl 07493350 J. Stat. Comput. Simulation 91, No. 8, 1681-1697 (2021). MSC: 62J02 62G05 62F12 62G20 62-XX PDFBibTeX XMLCite \textit{W. Sun} et al., J. Stat. Comput. Simulation 91, No. 8, 1681--1697 (2021; Zbl 07493350) Full Text: DOI
Naito, Kanta; Penev, Spiridon Regression using localised functional Bregman divergence. (English) Zbl 1493.62419 Electron. J. Stat. 15, No. 2, 6544-6585 (2021). MSC: 62J02 62J12 62E20 PDFBibTeX XMLCite \textit{K. Naito} and \textit{S. Penev}, Electron. J. Stat. 15, No. 2, 6544--6585 (2021; Zbl 1493.62419) Full Text: DOI Link
Hubin, Aliaksandr; Storvik, Geir; Frommlet, Florian Flexible Bayesian nonlinear model configuration. (English) Zbl 1522.62060 J. Artif. Intell. Res. (JAIR) 72, 901-942 (2021). MSC: 62J02 62F15 68T05 PDFBibTeX XMLCite \textit{A. Hubin} et al., J. Artif. Intell. Res. (JAIR) 72, 901--942 (2021; Zbl 1522.62060) Full Text: DOI arXiv
Aminian, Ehsan; Ribeiro, Rita P.; Gama, João Chebyshev approaches for imbalanced data streams regression models. (English) Zbl 1491.62055 Data Min. Knowl. Discov. 35, No. 6, 2389-2466 (2021). MSC: 62J02 62L10 PDFBibTeX XMLCite \textit{E. Aminian} et al., Data Min. Knowl. Discov. 35, No. 6, 2389--2466 (2021; Zbl 1491.62055) Full Text: DOI
Liao, Zhenyu; Couillet, Romain; Mahoney, Michael W. A random matrix analysis of random Fourier features: beyond the Gaussian kernel, a precise phase transition, and the corresponding double descent. (English) Zbl 1539.62206 J. Stat. Mech. Theory Exp. 2021, No. 12, Article ID 124006, 38 p. (2021). MSC: 62J02 15B52 68T05 PDFBibTeX XMLCite \textit{Z. Liao} et al., J. Stat. Mech. Theory Exp. 2021, No. 12, Article ID 124006, 38 p. (2021; Zbl 1539.62206) Full Text: DOI arXiv HAL
Ivanov, A. V.; Savych, I. M. On the least squares estimator asymptotic normality of the multivariate symmetric textured surface parameters. (English) Zbl 07450429 Theory Probab. Math. Stat. 105, 151-169 (2021). Reviewer: Andriy Olenko (Melbourne) MSC: 62J02 62J99 62M40 PDFBibTeX XMLCite \textit{A. V. Ivanov} and \textit{I. M. Savych}, Theory Probab. Math. Stat. 105, 151--169 (2021; Zbl 07450429) Full Text: DOI
Hoseinzadeh, Akram; Maleki, Mohsen; Khodadadi, Zahra Heteroscedastic nonlinear regression models using asymmetric and heavy tailed two-piece distributions. (English) Zbl 1480.62139 AStA, Adv. Stat. Anal. 105, No. 3, 451-467 (2021). MSC: 62J02 62G32 PDFBibTeX XMLCite \textit{A. Hoseinzadeh} et al., AStA, Adv. Stat. Anal. 105, No. 3, 451--467 (2021; Zbl 1480.62139) Full Text: DOI
Lu, Jianglin; Lin, Jingxu; Lai, Zhihui; Wang, Hailing; Zhou, Jie Target redirected regression with dynamic neighborhood structure. (English) Zbl 1475.62205 Inf. Sci. 544, 564-584 (2021). MSC: 62J02 PDFBibTeX XMLCite \textit{J. Lu} et al., Inf. Sci. 544, 564--584 (2021; Zbl 1475.62205) Full Text: DOI
Wang, Qihan; Wu, Di; Li, Guoyin; Gao, Wei A virtual model architecture for engineering structures with twin extended support vector regression (T-X-SVR) method. (English) Zbl 1507.62263 Comput. Methods Appl. Mech. Eng. 386, Article ID 114121, 29 p. (2021). MSC: 62J02 60H10 62-08 62J86 62P30 PDFBibTeX XMLCite \textit{Q. Wang} et al., Comput. Methods Appl. Mech. Eng. 386, Article ID 114121, 29 p. (2021; Zbl 1507.62263) Full Text: DOI
Power, Michael Declan; Dong, Yuexiao Bayesian model averaging sliced inverse regression. (English) Zbl 1478.62188 Stat. Probab. Lett. 174, Article ID 109103, 5 p. (2021). MSC: 62J02 62F15 62H25 62H30 PDFBibTeX XMLCite \textit{M. D. Power} and \textit{Y. Dong}, Stat. Probab. Lett. 174, Article ID 109103, 5 p. (2021; Zbl 1478.62188) Full Text: DOI
Massulini Acosta, Simone; Amoroso, Anderson Levati; Oliveira Sant Anna, Angelo Marcio; Canciglieri Junior, Osiris Relevance vector machine with tuning based on self-adaptive differential evolution approach for predictive modelling of a chemical process. (English) Zbl 1481.62035 Appl. Math. Modelling 95, 125-142 (2021). MSC: 62J02 62P30 68T05 90C59 PDFBibTeX XMLCite \textit{S. Massulini Acosta} et al., Appl. Math. Modelling 95, 125--142 (2021; Zbl 1481.62035) Full Text: DOI
Ivanov, Alexander; Moskvychova, Kateryna Asymptotic normality of the residual correlogram in the continuous-time nonlinear regression model. (English) Zbl 1473.62234 Mod. Stoch., Theory Appl. 8, No. 1, 93-113 (2021). MSC: 62J02 62F12 62M10 PDFBibTeX XMLCite \textit{A. Ivanov} and \textit{K. Moskvychova}, Mod. Stoch., Theory Appl. 8, No. 1, 93--113 (2021; Zbl 1473.62234) Full Text: DOI
Wang, Cheng; Jiang, Binyan; Zhu, Liping Penalized interaction estimation for ultrahigh dimensional quadratic regression. (English) Zbl 1478.62189 Stat. Sin. 31, No. 3, 1549-1570 (2021). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62J02 62J07 62P30 PDFBibTeX XMLCite \textit{C. Wang} et al., Stat. Sin. 31, No. 3, 1549--1570 (2021; Zbl 1478.62189) Full Text: DOI arXiv Link
Mendelson, Shahar Learning bounded subsets of \(L_p\). (English) Zbl 1486.62195 IEEE Trans. Inf. Theory 67, No. 8, 5269-5282 (2021). MSC: 62J02 60E15 PDFBibTeX XMLCite \textit{S. Mendelson}, IEEE Trans. Inf. Theory 67, No. 8, 5269--5282 (2021; Zbl 1486.62195) Full Text: DOI arXiv
Lux, Thomas C. H.; Watson, Layne T.; Chang, Tyler H.; Hong, Yili; Cameron, Kirk Interpolation of sparse high-dimensional data. (English) Zbl 1471.62407 Numer. Algorithms 88, No. 1, 281-313 (2021). MSC: 62J02 62H12 65D05 PDFBibTeX XMLCite \textit{T. C. H. Lux} et al., Numer. Algorithms 88, No. 1, 281--313 (2021; Zbl 1471.62407) Full Text: DOI
Dette, Holger; Melas, Viatcheslav B.; Shpilev, Petr Some explicit solutions of \(c\)-optimal design problems for polynomial regression with no intercept. (English) Zbl 1471.62405 Ann. Inst. Stat. Math. 73, No. 1, 61-82 (2021). MSC: 62J02 62K05 41A10 PDFBibTeX XMLCite \textit{H. Dette} et al., Ann. Inst. Stat. Math. 73, No. 1, 61--82 (2021; Zbl 1471.62405) Full Text: DOI
Chakraborty, Moumita; Ghosal, Subhashis Convergence rates for Bayesian estimation and testing in monotone regression. (English) Zbl 1472.62106 Electron. J. Stat. 15, No. 1, 3478-3503 (2021). MSC: 62J02 62F15 PDFBibTeX XMLCite \textit{M. Chakraborty} and \textit{S. Ghosal}, Electron. J. Stat. 15, No. 1, 3478--3503 (2021; Zbl 1472.62106) Full Text: DOI arXiv
Tan, Qianwen; Ghosal, Subhashis Bayesian analysis of mixed-effect regression models driven by ordinary differential equations. (English) Zbl 1469.62297 Sankhyā, Ser. B 83, No. 1, 3-29 (2021). MSC: 62J02 62G08 62G20 65D07 62P10 PDFBibTeX XMLCite \textit{Q. Tan} and \textit{S. Ghosal}, Sankhyā, Ser. B 83, No. 1, 3--29 (2021; Zbl 1469.62297) Full Text: DOI
Djehiche, Boualem; Mazhar, Othmane; Rojas, Cristian R. Finite impulse response models: a non-asymptotic analysis of the least squares estimator. (English) Zbl 1473.62233 Bernoulli 27, No. 2, 976-1000 (2021). Reviewer: Wolfgang Näther (Freiberg) MSC: 62J02 60E15 60B20 93C55 93E24 PDFBibTeX XMLCite \textit{B. Djehiche} et al., Bernoulli 27, No. 2, 976--1000 (2021; Zbl 1473.62233) Full Text: DOI arXiv
Wang, Lu; Zhu, Dongxiao Tackling ordinal regression problem for heterogeneous data: sparse and deep multi-task learning approaches. (English) Zbl 1478.62190 Data Min. Knowl. Discov. 35, No. 3, 1134-1161 (2021). MSC: 62J02 62M45 62P10 68T07 PDFBibTeX XMLCite \textit{L. Wang} and \textit{D. Zhu}, Data Min. Knowl. Discov. 35, No. 3, 1134--1161 (2021; Zbl 1478.62190) Full Text: DOI arXiv Link
Flournoy, Nancy; May, Caterina; Tommasi, Chiara The effects of adaptation on maximum likelihood inference for nonlinear models with normal errors. (English) Zbl 1465.62124 J. Stat. Plann. Inference 214, 139-150 (2021). MSC: 62J02 62K05 62F12 PDFBibTeX XMLCite \textit{N. Flournoy} et al., J. Stat. Plann. Inference 214, 139--150 (2021; Zbl 1465.62124) Full Text: DOI arXiv
Bertsimas, Dimitris; Dunn, Jack; Wang, Yuchen Near-optimal nonlinear regression trees. (English) Zbl 1525.62030 Oper. Res. Lett. 49, No. 2, 201-206 (2021). MSC: 62J02 60H30 90C30 PDFBibTeX XMLCite \textit{D. Bertsimas} et al., Oper. Res. Lett. 49, No. 2, 201--206 (2021; Zbl 1525.62030) Full Text: DOI
Petersen, Alexander; Liu, Xi; Divani, Afshin A. Wasserstein \(F\)-tests and confidence bands for the Fréchet regression of density response curves. (English) Zbl 1461.62118 Ann. Stat. 49, No. 1, 590-611 (2021). MSC: 62J02 62F03 62F25 62F05 62F12 62P10 PDFBibTeX XMLCite \textit{A. Petersen} et al., Ann. Stat. 49, No. 1, 590--611 (2021; Zbl 1461.62118) Full Text: DOI arXiv Euclid
Lin, Qian; Li, Xinran; Huang, Dongming; Liu, Jun S. On the optimality of sliced inverse regression in high dimensions. (English) Zbl 1464.62337 Ann. Stat. 49, No. 1, 1-20 (2021). Reviewer: Jaromír Antoch (Praha) MSC: 62J02 62H25 62C05 62C20 90C90 PDFBibTeX XMLCite \textit{Q. Lin} et al., Ann. Stat. 49, No. 1, 1--20 (2021; Zbl 1464.62337) Full Text: DOI arXiv Euclid
Lin, Yingqian; Tu, Yundong On transformed linear cointegration models. (English) Zbl 1459.62130 Econ. Lett. 198, Article ID 109686, 7 p. (2021). MSC: 62J02 62F12 62P20 PDFBibTeX XMLCite \textit{Y. Lin} and \textit{Y. Tu}, Econ. Lett. 198, Article ID 109686, 7 p. (2021; Zbl 1459.62130) Full Text: DOI
Ivanov, A. V.; Mitrofanova, O. V. Consistency of the least squares estimates of trigonometric regression model parameters in the presence of linear random noise. (English) Zbl 07909325 Nauk. Visn. Uzhgorod. Univ., Ser. Mat. Inform. 37, No. 2, 54-65 (2020). MSC: 62J02 62G20 PDFBibTeX XMLCite \textit{A. V. Ivanov} and \textit{O. V. Mitrofanova}, Nauk. Visn. Uzhgorod. Univ., Ser. Mat. Inform. 37, No. 2, 54--65 (2020; Zbl 07909325) Full Text: DOI
Almeida, G. C.; Marcucci, L. W.; Pinto, E. R.; Oliveira, M. H.; Florentino, H. O.; Cantane, D. R.; Jones, D. F. Goal programming for nonlinear adjustment. (Programação por metas para ajuste não linear.) (Portuguese. English summary) Zbl 1525.62029 TEMA, Tend. Mat. Apl. Comput. 21, No. 2, 249-259 (2020). MSC: 62J02 90C29 PDFBibTeX XMLCite \textit{G. C. Almeida} et al., TEMA, Tend. Mat. Apl. Comput. 21, No. 2, 249--259 (2020; Zbl 1525.62029) Full Text: DOI
Yavarizadeh, Bahareh; Rasekh, Abdolrahman; Babadi, Babak Estimation of parameters in linear mixed measurement error models with stochastic linear restrictions. (English) Zbl 07529988 Commun. Stat., Theory Methods 49, No. 23, 5853-5865 (2020). MSC: 62J02 62F12 62-XX PDFBibTeX XMLCite \textit{B. Yavarizadeh} et al., Commun. Stat., Theory Methods 49, No. 23, 5853--5865 (2020; Zbl 07529988) Full Text: DOI
Li, Diqing; He, Yong; Zhang, Xinsheng Threshold single index regression model from high-dimensional data. (Chinese. English summary) Zbl 1499.62218 Sci. Sin., Math. 50, No. 3, 423-446 (2020). MSC: 62J02 62F10 PDFBibTeX XMLCite \textit{D. Li} et al., Sci. Sin., Math. 50, No. 3, 423--446 (2020; Zbl 1499.62218) Full Text: DOI
Miroshnichenko, Vitalii; Maiboroda, Rostyslav Asymptotic normality of modified LS estimator for mixture of nonlinear regressions. (English) Zbl 1473.62235 Mod. Stoch., Theory Appl. 7, No. 4, 435-448 (2020). MSC: 62J02 62E20 PDFBibTeX XMLCite \textit{V. Miroshnichenko} and \textit{R. Maiboroda}, Mod. Stoch., Theory Appl. 7, No. 4, 435--448 (2020; Zbl 1473.62235) Full Text: DOI
Song, Fengli; Chen, Yurong; Lai, Peng Conditional distance correlation screening for sparse ultrahigh-dimensional models. (English) Zbl 1481.62036 Appl. Math. Modelling 81, 232-252 (2020). MSC: 62J02 62F07 65D07 PDFBibTeX XMLCite \textit{F. Song} et al., Appl. Math. Modelling 81, 232--252 (2020; Zbl 1481.62036) Full Text: DOI
Abadie, Alberto; Athey, Susan; Imbens, Guido W.; Wooldridge, Jeffrey M. Sampling-based versus design-based uncertainty in regression analysis. (English) Zbl 1467.62119 Econometrica 88, No. 1, 265-296 (2020). MSC: 62J02 62K20 62D05 62P20 PDFBibTeX XMLCite \textit{A. Abadie} et al., Econometrica 88, No. 1, 265--296 (2020; Zbl 1467.62119) Full Text: DOI arXiv
Zou, Dawei; Tong, Liang; Wang, Jicheng; Fan, Shoufang; Ji, Jinxing A logical framework of the evidence function approximation associated with relevance vector machine. (English) Zbl 07346125 Math. Probl. Eng. 2020, Article ID 2548310, 10 p. (2020). MSC: 62J02 62F15 62H30 PDFBibTeX XMLCite \textit{D. Zou} et al., Math. Probl. Eng. 2020, Article ID 2548310, 10 p. (2020; Zbl 07346125) Full Text: DOI
Jeong, Jun-Yong; Kang, Ju-Seok; Jun, Chi-Hyuck Regularization-based model tree for multi-output regression. (English) Zbl 1456.62135 Inf. Sci. 507, 240-255 (2020). MSC: 62J02 PDFBibTeX XMLCite \textit{J.-Y. Jeong} et al., Inf. Sci. 507, 240--255 (2020; Zbl 1456.62135) Full Text: DOI
Molybog, Igor; Madani, Ramtin; Lavaei, Javad Conic optimization for quadratic regression under sparse noise. (English) Zbl 1527.62048 J. Mach. Learn. Res. 21, Paper No. 195, 36 p. (2020). MSC: 62J02 68T05 65K05 PDFBibTeX XMLCite \textit{I. Molybog} et al., J. Mach. Learn. Res. 21, Paper No. 195, 36 p. (2020; Zbl 1527.62048) Full Text: Link
Bellach, A.; Kosorok, M. R.; Gilbert, P. B.; Fine, J. P. General regression model for the subdistribution of a competing risk under left-truncation and right-censoring. (English) Zbl 1457.62207 Biometrika 107, No. 4, 949-964 (2020). MSC: 62J02 62N01 62G07 62P10 PDFBibTeX XMLCite \textit{A. Bellach} et al., Biometrika 107, No. 4, 949--964 (2020; Zbl 1457.62207) Full Text: DOI Link
Babilua, Petre; Nadaraya, Elizbar On the estimating the Bernoulli regression function using Bernstein polynomials. (English) Zbl 1456.62133 Bull. Georgian Natl. Acad. Sci. (N.S.) 14, No. 1, 23-27 (2020). MSC: 62J02 62F03 PDFBibTeX XMLCite \textit{P. Babilua} and \textit{E. Nadaraya}, Bull. Georgian Natl. Acad. Sci. (N.S.) 14, No. 1, 23--27 (2020; Zbl 1456.62133) Full Text: Link
Ivanov, O. V.; Lymar, O. V. Asymptotic properties of periodogram estimators in the trigonometric model for observations on the plane. (English. Ukrainian original) Zbl 1456.62134 Theory Probab. Math. Stat. 101, 129-151 (2020); translation from Teor. Jmovirn. Mat. Stat. 101, 115-133 (2019). MSC: 62J02 62M15 PDFBibTeX XMLCite \textit{O. V. Ivanov} and \textit{O. V. Lymar}, Theory Probab. Math. Stat. 101, 129--151 (2020; Zbl 1456.62134); translation from Teor. Jmovirn. Mat. Stat. 101, 115--133 (2019) Full Text: DOI
Tong, Hongzhi; Gao, Jiajing Analysis of regression algorithms with unbounded sampling. (English) Zbl 1455.62134 Neural Comput. 32, No. 10, 1980-1997 (2020). MSC: 62J02 68T05 PDFBibTeX XMLCite \textit{H. Tong} and \textit{J. Gao}, Neural Comput. 32, No. 10, 1980--1997 (2020; Zbl 1455.62134) Full Text: DOI
Lmakri, Aziz; Akharif, Abdelhadi; Mellouk, Amal Optimal detection of bilinear dependence in short panels of regression data. (English) Zbl 1454.62210 Rev. Colomb. Estad. 43, No. 2, 143-171 (2020). MSC: 62J02 62H20 62M10 62G08 62D20 PDFBibTeX XMLCite \textit{A. Lmakri} et al., Rev. Colomb. Estad. 43, No. 2, 143--171 (2020; Zbl 1454.62210) Full Text: DOI OA License
Pukdee, Wannapa; Polsen, Orathai; Baksh, Mohamed Fazil A modified two-stage method for parameter estimation in sinusoidal models of correlated gene expression profiles. (English) Zbl 1454.62211 Thail. Stat. 18, No. 1, 77-89 (2020). MSC: 62J02 62F10 62J10 62H20 62P10 PDFBibTeX XMLCite \textit{W. Pukdee} et al., Thail. Stat. 18, No. 1, 77--89 (2020; Zbl 1454.62211) Full Text: Link
van der Wurp, Hendrik; Groll, Andreas; Kneib, Thomas; Marra, Giampiero; Radice, Rosalba Generalised joint regression for count data: a penalty extension for competitive settings. (English) Zbl 1452.62488 Stat. Comput. 30, No. 5, 1419-1432 (2020). MSC: 62J02 62H05 62P99 PDFBibTeX XMLCite \textit{H. van der Wurp} et al., Stat. Comput. 30, No. 5, 1419--1432 (2020; Zbl 1452.62488) Full Text: DOI arXiv OA License
Al Mohamad, Diaa; Van Zwet, Erik W.; Cator, Eric; Goeman, Jelle J. Adaptive critical value for constrained likelihood ratio testing. (English) Zbl 1451.62077 Biometrika 107, No. 3, 677-688 (2020). MSC: 62J02 62F03 PDFBibTeX XMLCite \textit{D. Al Mohamad} et al., Biometrika 107, No. 3, 677--688 (2020; Zbl 1451.62077) Full Text: DOI arXiv OA License
Hounmenou, Castro Gbêmêmali; Gneyou, Kossi Essona; Glélé Kakaï, Romain An extension of the quadratic error function for learning imprecise data in multivariate nonlinear regression. (English) Zbl 1515.62067 J. Probab. Stat. 2020, Article ID 9187503, 9 p. (2020). MSC: 62J02 62H10 68T07 PDFBibTeX XMLCite \textit{C. G. Hounmenou} et al., J. Probab. Stat. 2020, Article ID 9187503, 9 p. (2020; Zbl 1515.62067) Full Text: DOI OA License
Krykun, Ivan H. The arctangent regression and the estimation of parameters of the Cauchy distribution. (English. Ukrainian original) Zbl 1450.62079 J. Math. Sci., New York 249, No. 5, 739-753 (2020); translation from Ukr. Mat. Visn. 17, No. 2, 196-214 (2020). MSC: 62J02 62F10 62F25 PDFBibTeX XMLCite \textit{I. H. Krykun}, J. Math. Sci., New York 249, No. 5, 739--753 (2020; Zbl 1450.62079); translation from Ukr. Mat. Visn. 17, No. 2, 196--214 (2020) Full Text: DOI
Liu, Meimei; Shang, Zuofeng; Cheng, Guang Nonparametric distributed learning under general designs. (English) Zbl 1466.62364 Electron. J. Stat. 14, No. 2, 3070-3102 (2020). MSC: 62J02 62J07 62G08 62G10 62C20 62K20 PDFBibTeX XMLCite \textit{M. Liu} et al., Electron. J. Stat. 14, No. 2, 3070--3102 (2020; Zbl 1466.62364) Full Text: DOI Euclid
Xie, Fang; Xiao, Zhijie Consistency of \(\ell_1\) penalized negative binomial regressions. (English) Zbl 1450.62082 Stat. Probab. Lett. 165, Article ID 108816, 6 p. (2020). MSC: 62J02 62P10 PDFBibTeX XMLCite \textit{F. Xie} and \textit{Z. Xiao}, Stat. Probab. Lett. 165, Article ID 108816, 6 p. (2020; Zbl 1450.62082) Full Text: DOI arXiv
Baghfalaki, Taban; Ganjali, Mojtaba A transition model for analysis of zero-inflated longitudinal count data using generalized Poisson regression model. (English) Zbl 1448.62109 REVSTAT 18, No. 1, 27-45 (2020). MSC: 62J02 62H11 62P10 PDFBibTeX XMLCite \textit{T. Baghfalaki} and \textit{M. Ganjali}, REVSTAT 18, No. 1, 27--45 (2020; Zbl 1448.62109) Full Text: Link
Wang, Qianqian; Ma, Yanyuan; Yang, Guangren Locally efficient estimation in generalized partially linear model with measurement error in nonlinear function. (English) Zbl 1447.62081 Test 29, No. 2, 553-572 (2020). MSC: 62J02 62J12 62G08 65D07 62P10 PDFBibTeX XMLCite \textit{Q. Wang} et al., Test 29, No. 2, 553--572 (2020; Zbl 1447.62081) Full Text: DOI
Espinheira, Patrícia L.; de Oliveira Silva, Alisson Residual and influence analysis to a general class of simplex regression. (English) Zbl 1447.62079 Test 29, No. 2, 523-552 (2020). MSC: 62J02 62J20 PDFBibTeX XMLCite \textit{P. L. Espinheira} and \textit{A. de Oliveira Silva}, Test 29, No. 2, 523--552 (2020; Zbl 1447.62079) Full Text: DOI
Cinelli, Carlos; Hazlett, Chad Making sense of sensitivity: extending omitted variable bias. (English) Zbl 1440.62256 J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 1, 39-67 (2020). MSC: 62J02 62G35 62D10 PDFBibTeX XMLCite \textit{C. Cinelli} and \textit{C. Hazlett}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 1, 39--67 (2020; Zbl 1440.62256) Full Text: DOI
Sun, Qiang; Zhou, Wen-Xin; Fan, Jianqing Adaptive Huber regression. (English) Zbl 1437.62250 J. Am. Stat. Assoc. 115, No. 529, 254-265 (2020). MSC: 62J02 62F35 62G32 PDFBibTeX XMLCite \textit{Q. Sun} et al., J. Am. Stat. Assoc. 115, No. 529, 254--265 (2020; Zbl 1437.62250) Full Text: DOI arXiv Link
Kitsos, Christos P.; Oliveira, Amílcar On the computational methods in non-linear design of experiments. (English) Zbl 1512.62068 Daras, Nicholas J. (ed.) et al., Computational mathematics and variational analysis. Cham: Springer. Springer Optim. Appl. 159, 191-206 (2020). MSC: 62J02 62K05 PDFBibTeX XMLCite \textit{C. P. Kitsos} and \textit{A. Oliveira}, Springer Optim. Appl. 159, 191--206 (2020; Zbl 1512.62068) Full Text: DOI
Hu, Zeyu; Gao, Jinwu Uncertain Gompertz regression model with imprecise observations. (English) Zbl 1436.62310 Soft Comput. 24, No. 4, 2543-2549 (2020). MSC: 62J02 62J86 PDFBibTeX XMLCite \textit{Z. Hu} and \textit{J. Gao}, Soft Comput. 24, No. 4, 2543--2549 (2020; Zbl 1436.62310) Full Text: DOI
Jurečková, Jana; Picek, Jan; Schindler, Martin Empirical regression quantile processes. (English) Zbl 1524.62311 Appl. Math., Praha 65, No. 3, 257-269 (2020). MSC: 62J02 62G30 90C05 65K05 49M29 PDFBibTeX XMLCite \textit{J. Jurečková} et al., Appl. Math., Praha 65, No. 3, 257--269 (2020; Zbl 1524.62311) Full Text: DOI
Feng, Yunlong; Wu, Qiang Learning under \((1 + \epsilon)\)-moment conditions. (English) Zbl 1442.62150 Appl. Comput. Harmon. Anal. 49, No. 2, 495-520 (2020). MSC: 62J02 62G35 68T05 PDFBibTeX XMLCite \textit{Y. Feng} and \textit{Q. Wu}, Appl. Comput. Harmon. Anal. 49, No. 2, 495--520 (2020; Zbl 1442.62150) Full Text: DOI
Fan, Qingliang; Han, Xiao; Pan, Guangming; Jiang, Bibo Large system of seemingly unrelated regressions: a penalized quasi-maximum likelihood estimation perspective. (English) Zbl 1440.62257 Econom. Theory 36, No. 3, 526-558 (2020). MSC: 62J02 62J10 62H12 PDFBibTeX XMLCite \textit{Q. Fan} et al., Econom. Theory 36, No. 3, 526--558 (2020; Zbl 1440.62257) Full Text: DOI
Kato, Ryo; Hoshino, Takahiro Semiparametric Bayesian multiple imputation for regression models with missing mixed continuous-discrete covariates. (English) Zbl 1444.62087 Ann. Inst. Stat. Math. 72, No. 3, 803-825 (2020). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62J02 62D10 62H35 62P10 PDFBibTeX XMLCite \textit{R. Kato} and \textit{T. Hoshino}, Ann. Inst. Stat. Math. 72, No. 3, 803--825 (2020; Zbl 1444.62087) Full Text: DOI
Wang, Qin; Yin, Xiangrong; Li, Bing; Tang, Zhihui On aggregate dimension reduction. (English) Zbl 1439.62162 Stat. Sin. 30, No. 2, 1027-1048 (2020). MSC: 62J02 62H30 PDFBibTeX XMLCite \textit{Q. Wang} et al., Stat. Sin. 30, No. 2, 1027--1048 (2020; Zbl 1439.62162) Full Text: DOI