A robust mixed-effects quantile regression model using generalized Laplace mixtures to handle outliers and skewness Divan A. BurgerSean van der MerweEmmanuel Lesaffre Original Paper Open access 18 June 2025
Kernel-Diffeomorphism Bayesian Bootstrap Filter to reduce speckle noise on SAR images Mourad ZribiIbrahim SadokBassel Marhaba Original Paper 18 June 2025
A note on the area under the likelihood and the fake evidence for model selection L. MartinoF. Llorente Original Paper 18 June 2025
Partially functional linear expectile regression model with missing observations Chengxin WuNengxiang Ling Original Paper 17 June 2025
A balanced statistical boosting approach for GAMLSS via new step lengths Alexandra DaubAndreas MayrElisabeth Bergherr Original Paper Open access 16 June 2025
Coordinate gradient descent algorithm in adaptive LASSO for pure ARCH and pure GARCH models Muhammad Jaffri Mohd NasirRamzan Nazim KhanDarfiana Nur Original Paper Open access 16 June 2025
Analysis of excess deaths from COVID-19 in El Salvador through time series W. O. Campos Original Paper 14 June 2025
Determining the uncertain boundaries of the diagnostics tests by using information criteria Ebru OzturkErgun KaraagaogluJale Karakaya Original Paper 12 June 2025
Editorial on the special issue on the V Latin American conference on statistical computing David Fernando MuñozVerónica Andrea González-LópezJürgen Symanzik Editorial 06 June 2025
Synthetic data generation method providing enhanced covariance matrix estimation Seungkyu KimJohan LimDonghyeon Yu Original Paper 05 June 2025
Variable selection method based on BIC with consistency for non-zero partial correlations under a large-dimensional setting Takayuki YamadaTetsuro SakuraiYasunori Fujikoshi Original Paper 03 June 2025
Accelerated fitting of joint models of survival and longitudinal data with cumulative variations Yan GaoRodney A. SparapaniSergey Tarima Original Paper 02 June 2025
A simple and efficient method for sampling mixture models based on Dirichlet and Pitman-Yor processes Mame Diarra FallÉric Barat Original Paper Open access 31 May 2025
Enhancing parameter estimation in finite mixture of generalized normal distributions Pierdomenico DuttiloStefano Antonio Gattone Original Paper 28 May 2025
Maximum likelihood estimation of parameters for double poisson regression: a simulation study Sebastian AppelbaumThomas OstermannUwe Konerding Original Paper Open access 28 May 2025
DeepCENT: prediction of censored event time via deep learning Yichen JiaJong-Hyeon Jeong Original Paper 27 May 2025
A powerful penalized multinomial logistic regression approach Cornelia FuettererMalte NalenzRuth M. Pfeiffer Original Paper Open access 25 May 2025
Linear-quadratic quantile regression model with a change point due to a threshold covariate Yan ChenCaiyun FanFeipeng Zhang Original Paper 21 May 2025
A machine learning based regulatory risk index for cryptocurrencies Xinwen NiTaojun XieXiaorui Zuo Original Paper Open access 19 May 2025
Learning causal graphs using variable grouping according to ancestral relationship Ming CaiHisayuki Hara Original Paper 16 May 2025
FRODO: a novel approach to micro–macro multilevel regression Shaun McDonaldAlexandre LeblancDavid Campbell Original Paper 16 May 2025
A Newton-based variant of Exclusive Lasso for improved sparse solutions Dayasri RaviAndreas Groll Original Paper Open access 09 May 2025
The corrected likelihood approach for adjusting measurement error in Cox’s model Anu Susan GeorgeG. Asha Original Paper 05 May 2025
Misspecification-robust likelihood-free inference in high dimensions Owen ThomasRaquel Sá-LeãoHenri Pesonen Original Paper Open access 03 May 2025
A latent class pattern mixture model for nonignorable nonresponses in multivariate categorical data Jungwun LeeMargaret Lloyd SiegerJon D. Phillips Original Paper 01 May 2025
Network embedding for bipartite networks with applications in interlocking directorates in Chinese companies Yan ZhangRui PanHansheng Wang Original Paper 27 April 2025
Towards black-box parameter estimation Amanda LenziHaavard Rue Original Paper Open access 25 April 2025
Testing non-inferiority for three-arm trials under the PH model Pao-sheng Shen Original Paper 22 April 2025
Robust Bayesian structure learning for graphical models with T-distributions using G-Wishart prior Nastaran Marzban VaselabadiSaeid TahmasebiHamid Karamikabir Original Paper 20 April 2025
A community detection algorithm based on spectral co-clustering and weight self-adjustment in attributed stochastic co-block models Yuxin ZhangJie LiuYang Yang Original Paper 15 April 2025
Hierarchical relations among principal component and factor analysis procedures elucidated from a comprehensive model Kohei Adachi Original Paper Open access 03 April 2025
Parameter-expanded ECME algorithms for logistic and penalized logistic regression Nicholas C. HendersonZhongzhe Ouyang Original Paper 01 April 2025
Finding exclusive peak with permutation testing Rosa ArborettiElena BarzizzaRiccardo Ceccato Original Paper 29 March 2025
Estimation of stress–strength reliability for the generalized inverted exponential distribution based on improved adaptive Type-II progressive censoring Chatany SwaroopSubhankar DuttaNeeraj Tiwari Original Paper 26 March 2025
Robust mixture of linear mixed modeling via multivariate Laplace distribution Xiongya LiXiuqin BaiWeixing Song Original Paper 24 March 2025
Bayesian modeling and forecasting of seasonal autoregressive models with scale-mixtures of normal errors Ayman A. Amin Original Paper 23 March 2025
An improved preconditioned unsupervised K-means clustering algorithm Tiantian SunXiaofei PengWeiwei Xu Original Paper 19 March 2025
Bayesian nonparametric hypothesis testing methods on multiple comparisons Qiuchen HaiZhuanzhuan Ma Original Paper 12 March 2025
A novel hybrid framework for forecasting stock indices based on the nonlinear time series models Hasnain IftikharFaridoon KhanJavier Linkolk López-Gonzales Original Paper 11 March 2025
Approximate Bayesian inference in a model for self-generated gradient collective cell movement Jon DevlinAgnieszka BorowskaJohn Mackenzie Original Paper Open access 08 March 2025
Iterative weighted LAD estimation with homoskedasticity testing using the Gini concentration index Ilaria Lucrezia Amerise Original Paper 04 March 2025
Modeling of long-term survival data with unobserved dispersion via neural network Led Red TehVicente Garibay CanchoJosemar Rodrigues Original Paper 27 February 2025
Informative right censoring in nonparametric survival models Iulii VasilevMikhail PetrovskiyIgor Mashechkin Original Paper 25 February 2025
An adaptive importance sampling for locally stable point processes Hee-Geon KangSunggon Kim Original Paper 21 February 2025
Success in the MLS SuperDraft: evaluating player characteristics and performance using mixed effects models Sean HellingmanZilin WangMary Thompson Original Paper 17 February 2025
A tree-based varying coefficient model Henning ZakrissonMathias Lindholm Original Paper Open access 04 February 2025
On practical implementation of the fully robust one-sided cross-validation method in the nonparametric regression and density estimation contexts Olga Savchuk Original Paper 03 February 2025
Weighted LAD-Liu-LASSO for robust estimation and sparsity Murat GençAdewale Lukman Original Paper Open access 31 January 2025
Derandomized Truncated D-vine Copula Knockoffs with e-values to control the false discovery rate Alejandro Román VásquezJosé Ulises Márquez UrbinaGabriel Escarela Original Paper Open access 20 January 2025
Independence tests based on the shape of the Standard Young Tableau Jesús Enrique GarcíaVerónica Andrea González-LópezMaría Magdalena Kcala Álvaro Original Paper 17 January 2025
