An adaptive method for bandwidth selection in circular kernel density estimation Stanislav ZámečníkIvana HorováKamila Hasilová Original Paper Open access 27 September 2023 Pages: 1709 - 1728
A new bandwidth selection method for nonparametric modal regression based on generalized hyperbolic distributions Hongpeng YuanSijia XiangWeixin Yao Original Paper 18 November 2023 Pages: 1729 - 1746
Random forest based quantile-oriented sensitivity analysis indices estimation Kévin Elie-Dit-CosaqueVéronique Maume-Deschamps Original Paper 12 January 2024 Pages: 1747 - 1777
Sampling large hyperplane-truncated multivariate normal distributions Hassan MaatoukDidier RullièreXavier Bay Original Paper 19 September 2023 Pages: 1779 - 1806
Rank estimation for the function-on-scalar model Jun SunMingtao ZhaoJing Yang Original Paper 21 September 2023 Pages: 1807 - 1823
A smoothed semiparametric likelihood for estimation of nonparametric finite mixture models with a copula-based dependence structure Michael LevineGildas Mazo Original Paper 27 March 2024 Pages: 1825 - 1846
Nonparametric derivative estimation with bimodal kernels under correlated errors Deru KongShengli ZhaoWenWu Wang Original Paper 09 October 2023 Pages: 1847 - 1865
Automatic piecewise linear regression Mathias von OttenbreitRiccardo De Bin Original Paper Open access 01 March 2024 Pages: 1867 - 1907
High-dimensional penalized Bernstein support vector classifier Rachid KharoubiAbdallah MkhadriKarim Oualkacha Original Paper 16 January 2024 Pages: 1909 - 1936
Dimension reduction and visualization of multiple time series data: a symbolic data analysis approach Emily Chia-Yu SuHan-Ming Wu Original Paper 06 December 2023 Pages: 1937 - 1969
A sparse estimate based on variational approximations for semiparametric generalized additive models Fan YangYuehan Yang Original Paper 25 March 2024 Pages: 1971 - 1992
High dimensional controlled variable selection with model-X knockoffs in the AFT model Baihua HeDi XiaYingli Pan Original Paper 09 December 2023 Pages: 1993 - 2009
Sparse estimation of linear model via Bayesian method\(^*\) Yang YangYanjiao YangLichun Wang Original Paper 04 March 2024 Pages: 2011 - 2038
Variational Bayesian Lasso for spline regression Larissa C. AlvesRonaldo DiasHelio S. Migon Original Paper 24 February 2024 Pages: 2039 - 2064
Generalised Bayesian sample copula of order m Luis E. Nieto-BarajasRicardo Hoyos-Argüelles Original Paper 06 July 2023 Pages: 2065 - 2082
Semiparametric regression modelling of current status competing risks data: a Bayesian approach Pavithra HariharanP. G. Sankaran Original Paper 31 January 2024 Pages: 2083 - 2108
Bayesian survival analysis of logistic exponential distribution for adaptive progressive Type-II censored data Subhankar DuttaSanku DeySuchandan Kayal Original Paper 05 July 2023 Pages: 2109 - 2155
Semiparametric Bayesian approach to assess non-inferiority with assay sensitivity in a three-arm trial with normally distributed endpoints Niansheng TangFan LiangDepeng Jiang Original Paper 13 July 2023 Pages: 2157 - 2181
Multi-pass Bayesian estimation: a robust Bayesian method Yeming LeiShijie ZhouNan Ye Original Paper Open access 01 August 2023 Pages: 2183 - 2216
Point and interval estimation of quantiles of several exponential populations with a common location under progressive censoring scheme Habiba KhatunManas Ranjan Tripathy Original Paper 14 September 2023 Pages: 2217 - 2257
Variational Bayesian analysis for two-part latent variable model Yemao XiaJinye ChenDepeng Jiang Original Paper 04 October 2023 Pages: 2259 - 2290
Dominance of posterior predictive densities over plug-in densities for order statistics in exponential distributions Kouhei NishiTakeshi KurosawaNobuyuki Ozeki Original Paper Open access 18 October 2023 Pages: 2291 - 2321
Wavelet-based Bayesian approximate kernel method for high-dimensional data analysis Wenxing GuoXueying ZhangYaozhong Hu Original Paper 26 November 2023 Pages: 2323 - 2341
A latent variable approach for modeling recall-based time-to-event data with Weibull distribution M. S. PanwarVikas BarnwalC. P. Yadav Original Paper 03 January 2024 Pages: 2343 - 2374
Variable selection for multivariate functional data via conditional correlation learning Keyao WangHuiwen WangLihong Wang Original Paper 14 April 2024 Pages: 2375 - 2412
