Journal of Applied Statistics

1997 - 2025

Current editor(s): Robert Aykroyd

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Volume 52, issue 12, 2025

Derivation of a multivariate longitudinal causal effects model pp. 2207-2225

Halima S. Twabi, Samuel O. M. Manda, Dylan S. Small and Hans-Peter Kohler

Parametric estimation of quantile versions of Zenga and D inequality curves: methodology and application to Weibull distribution pp. 2226-2246

Sylwester Pia̧tek

On the use and misuse of time-rescaling to assess the goodness-of-fit of self-exciting temporal point processes pp. 2247-2270

M.-A. El-Aroui

On the improved estimation of the normal mixture components for longitudinal data pp. 2271-2290

Tapio Nummi, Jyrki Möttönen, Pasi Väkeväinen, Janne Salonen and Timothy E. O'Brien

On use of adaptive cluster sampling for variance estimation pp. 2291-2305

Shameem Alam, Javid Shabbir and Malaika Nadeem

Pathway-based genetic association analysis for overdispersed count data pp. 2306-2320

Yang Liu

Gene mutation estimations via mutual information and Ewens sampling based CNN & machine learning algorithms pp. 2321-2353

Wanyang Dai

Statistical methods for dynamic disease screening and spatio-temporal disease surveillance pp. 2354-2355

Jong-Min Kim

Volume 52, issue 11, 2025

Integrative rank-based regression for multi-source high-dimensional data with multi-type responses pp. 2011-2030

Fuzhi Xu, Shuangge Ma and Qingzhao Zhang

Clustering of recurrent events data pp. 2031-2059

G. Babykina, V. Vandewalle and J. Carretero-Bravo

An integrated change point detection and online monitoring approach for the ratio of two variables using clustering-based control charts pp. 2060-2093

Adel Ahmadi Nadi, Ali Yeganeh, Sandile Charles Shongwe and Alireza Shadman

Causal effect estimation for competing risk data in randomized trial: adjusting covariates to gain efficiency pp. 2094-2112

Youngjoo Cho, Cheng Zheng, Lihong Qi, Ross L. Prentice and Mei-Jie Zhang

Change point detection to analyze air pollution and its economic effects: an exponentially weighted moving average perspective pp. 2113-2155

Shabbir Ahmad, Muhammad Riaz, Tahir Mahmood and Nasir Abbas

Upper quantile-based CUSUM-type control chart for detecting small changes in image data pp. 2156-2171

Anik Roy and Partha Sarathi Mukherjee

Gradient test to assess homogeneity of probabilities in discrete-time transition models with application in agricultural science data pp. 2172-2190

Laura Vicuña Torres de Paula, Idemauro Antonio Rodrigues de Lara, Cesar Auguto Taconeli, Carolina Reigada and Rafael de Andrade Moral

Penalized functional regression using R package PFLR pp. 2191-2205

Rob Cameron, Tianyu Guan, Haolun Shi and Zhenhua Lin

Volume 52, issue 10, 2025

Adapting and evaluating deep-pseudo neural network for survival data with time-varying covariates pp. 1847-1870

Albert Whata, Justine B. Nasejje, Najmeh Nakhaei Rad, Tshilidzi Mulaudzi and Ding-Geng Chen

Statistical inference for dependent competing risks data under adaptive Type-II progressive hybrid censoring pp. 1871-1903

Subhankar Dutta and Suchandan Kayal

Semiparametric model averaging prediction in nested case-control studies pp. 1904-1930

Mengyu Li and Xiaoguang Wang

Bayesian doubly robust estimation of causal effects for clustered observational data pp. 1931-1949

Qi Zhou, Haonan He, Jie Zhao and Joon Jin Song

Weighted portmanteau statistics for testing for zero autocorrelation in dependent data pp. 1950-1967

N. Muriel

Inference under multivariate size-biased sampling pp. 1968-1983

A. Batsidis, G. Tzavelas and P. Economou

The slashed Lomax distribution: new properties and Mellin-type statistical measures for inference pp. 1984-2006

Jaine de Moura Carvalho, Frank Gomes-Silva, Josimar M. Vasconcelos and Gauss M. Cordeiro

Innovations in multivariate statistical modeling: navigating theoretical and multidisciplinary domains pp. 2007-2009

Cacu Cacu and Elfi Rindiana

Volume 52, issue 9, 2025

A robust and efficient change point detection method for high-dimensional linear models pp. 1671-1694

Zhong-Cheng Han, Kong-Sheng Zhang and Yan-Yong Zhao

Scalable Bayesian inference for bradley–Terry models with ties: an application to honour based abuse pp. 1695-1712

Rowland G. Seymour and Fabian Hernandez

A control chart for bivariate discrete data monitoring pp. 1713-1741

Ayesha Talib, Sajid Ali and Ismail Shah

To impute or not? Testing multivariate normality on incomplete dataset: revisiting the BHEP test pp. 1742-1759

Danijel G. Aleksić and Bojana Milošević

Integrative analysis of high-dimensional quantile regression with contrasted penalization pp. 1760-1776

Panpan Ren, Xu Liu, Xiao Zhang, Peng Zhan and Tingting Qiu

Rollout designs for lump-sum data pp. 1777-1790

Qunzhi Xu, Hongzhen Tian, Ananda Sarkar and Yajun Mei

Interval-valued scalar-on-function linear quantile regression based on the bivariate center and radius method pp. 1791-1824

Kaiyuan Liu, Min Xu, Jiang Du and Tianfa Xie

Estimation for time-varying coefficient smoothed quantile regression pp. 1825-1846

Lixia Hu, Jinhong You, Qian Huang and Shu Liu

Volume 52, issue 8, 2025

A defective cure rate quantile regression model for male breast cancer data pp. 1485-1512

Agatha Rodrigues, Patrick Borges and Bruno Santos

A robust Bayesian latent position approach for community detection in networks with continuous attributes pp. 1513-1538

Zhumengmeng Jin, Juan Sosa, Shangchen Song and Brenda Betancourt

A clustering approach to integrative analyses of multiomic cancer data pp. 1539-1560

Dongyan Yan and Subharup Guha

Change-point detection of the Kumaraswamy skew-t distribution based on modified information criterion pp. 1561-1570

Jun Wang and Wei Ning

Tests of covariate effects under finite Gaussian mixture regression models pp. 1571-1593

Chong Gan, Jiahua Chen and Zeny Feng

Parameter estimation for stable distributions and their mixture pp. 1594-1627

Omar Hajjaji, Solym Mawaki Manou-Abi and Yousri Slaoui

Latent class profile model with time-dependent covariates: a study on symptom patterning of patients for head and neck cancer pp. 1628-1648

Jung Wun Lee and Hayley Dunnack Yackel

Delaying bud-break on pecan trees: a Bayesian longitudinal multinomial regression approach pp. 1649-1669

Dayna P. Saldaña Zepeda, Richard Heerema, Ciro Velasco Cruz, William Giese and Joshua Sherman

Volume 52, issue 7, 2025

An optimal subsampling design for large-scale Cox model with censored data pp. 1315-1341

Shiqi Liu, Zilong Xie, Ming Zheng and Wen Yu

Forecasting economic growth by combining local linear and standard approaches pp. 1342-1360

Marlon Fritz, Sarah Forstinger, Yuanhua Feng and Thomas Gries

Mixture mean residual life model for competing risks data with mismeasured covariates pp. 1361-1380

Chyong-Mei Chen, Chih-Ching Lin, Chih-Cheng Wu and Jia-Ren Tsai

A unit-level one-inflated beta model for small area prediction of seat-belt use rates pp. 1381-1404

Zirou Zhou and Emily Berg

Efficient non-parametric estimation of variable productivity Hawkes processes pp. 1405-1422

Sophie Phillips and Frederic Schoenberg

Semiparametric regression analysis of panel binary data with a dependent failure time pp. 1423-1445

Lei Ge, Yang Li and Jianguo Sun

A bivariate load-sharing model pp. 1446-1469

Debasis Kundu

A bootstrap procedure to estimate the causal effect of a public policy, considering overlap and imperfect compliance pp. 1470-1484

Stefano Cabras

Volume 52, issue 6, 2025

Evaluating the median p-value method for assessing the statistical significance of tests when using multiple imputation pp. 1161-1176

Peter C. Austin, Iris Eekhout and Stef van Buuren

A semiparametric accelerated failure time-based mixture cure tree pp. 1177-1194

Wisdom Aselisewine, Suvra Pal and Helton Saulo

A non-linear integer-valued autoregressive model with zero-inflated data series pp. 1195-1218

Predrag M. Popović, Hassan S. Bakouch and Miroslav M. Ristić

Mitigating the choice of the duration in DDMS models through a parametric link pp. 1219-1238

Fernando Henrique de Paula e Silva Mendes, Douglas Eduardo Turatti and Guilherme Pumi

Robust estimation of the incubation period and the time of exposure using γ-divergence pp. 1239-1257

Daisuke Yoneoka, Takayuki Kawashima, Yuta Tanoue, Shuhei Nomura and Akifumi Eguchi

Prediction intervals and bands with improved coverage for functional data under noisy discrete observation pp. 1258-1277

David Kraus

A robust distance-based approach for detecting multidimensional outliers pp. 1278-1298

R. Lakshmi and T. A. Sajesh

Efficient fully Bayesian approach to brain activity mapping with complex-valued fMRI data pp. 1299-1314

Zhengxin Wang, Daniel B. Rowe, Xinyi Li and D. Andrew Brown

Volume 52, issue 5, 2025

Clustering in point processes on linear networks using nearest neighbour volumes pp. 993-1016

Juan F. Díaz-Sepúlveda, Nicoletta D'Angelo, Giada Adelfio, Jonatan A. González and Francisco J. Rodríguez-Cortés

Bayesian poisson regression tensor train decomposition model for learning mortality pattern changes during COVID-19 pandemic pp. 1017-1039

Wei Zhang, Antonietta Mira and Ernst C. Wit

Regression-based rectangular tolerance regions as reference regions in laboratory medicine pp. 1040-1062

Iana Michelle L. Garcia and Michael Daniel C. Lucagbo

COVINet: a deep learning-based and interpretable prediction model for the county-wise trajectories of COVID-19 in the United States pp. 1063-1080

Yukang Jiang, Ting Tian, Wenting Zhou, Yuting Zhang, Zhongfei Li, Xueqin Wang and Heping Zhang

Robust multi-outcome regression with correlated covariate blocks using fused LAD-lasso pp. 1081-1102

Jyrki Möttönen, Tero Lähderanta, Janne Salonen and Mikko J. Sillanpää

A novel ranked k-nearest neighbors algorithm for missing data imputation pp. 1103-1127

Yasir Khan, Said Farooq Shah and Syed Muhammad Asim

Reliability analysis based on doubly-truncated and interval-censored data pp. 1128-1143

Pao-Sheng Shen and Huai-Man Li

The PCovR biplot: a graphical tool for principal covariates regression pp. 1144-1159

Elisa Frutos-Bernal and José Luis Vicente-Villardón

Volume 52, issue 4, 2025

Quantile regression based method for characterizing risk-specific behavioral patterns in relation to longitudinal left-censored biomarker data collected from heterogeneous populations pp. 779-813

MinJae Lee, Belinda M. Reininger, Kelley Pettee Gabriel, Nalini Ranjit and Larkin L. Strong

On function-on-function linear quantile regression pp. 814-840

Muge Mutis, Ufuk Beyaztas, Filiz Karaman and Han Lin Shang

Accurate and efficient stock market index prediction: an integrated approach based on VMD-SNNs pp. 841-867

Xuchang Chen, Guoqiang Tang, Yumei Ren, Xin Lin and Tongzhi Li

A class of infinite number of unbiased estimators using weighted squared distance for two-deck randomized response model pp. 868-893

Daryan Naatjes, Stephen A. Sedory and Sarjinder Singh

Framework for constructing an optimal weighted score based on agreement pp. 894-913

Zhiping Qiu, Manatunga Amita, Limin Peng, Ying Guo and Tanja Jovanovic

Bayesian inference for Laplace distribution based on complete and censored samples with illustrations pp. 914-935

Wanyue Sun, Xiaojun Zhu, Zhehao Zhang and N. Balakrishnan

Inference for depending competing risks from Marshall–Olikin bivariate Kies distribution under generalized progressive hybrid censoring pp. 936-965

Prakash Chandra, Hemanta Kumar Mandal, Yogesh Mani Tripathi and Liang Wang

The efficiency of CUSUM schemes for monitoring the multivariate coefficient of variation in short runs process pp. 966-992

Xuelong Hu, Yixuan Ma, Jiening Zhang, Jiujun Zhang, Ali Yeganeh and Sandile Charles Shongwe

Volume 52, issue 3, 2025

Estimating changepoints in extremal dependence, applied to aviation stock prices during COVID-19 pandemic pp. 525-554

Arnab Hazra and Shiladitya Bose

Performance of tests based on the area under the ROC curve for multireader diagnostic data pp. 555-577

Yi-Ting Hwang, Ya-Ru Hsu and Nan-Cheng Su

A novel Phase II single-arm hybrid design to minimize trial duration and enhance subsequent Phase III trial success rate pp. 578-594

Jun Lu, Yuzi Zhang, Ying Cui, Limin Peng and Zhengjia Chen

Fast maximum likelihood estimation for general hierarchical models pp. 595-623

Johnny Hong, Sara Stoudt and Perry de Valpine

Mixtures of logistic normal multinomial regression models for microbiome data pp. 624-655

Wenshu Dai, Yuan Fang and Sanjeena Subedi

Sample size calculation for the sequential parallel comparison design with binary endpoint using exact methods pp. 656-668

Guogen Shan and Yahui Zhang

Estimation of the mean exponential survival time under a sequential censoring scheme pp. 669-686

Jun Hu, Hon Yiu So and Yan Zhuang

Fast algorithms of computing admissible intervals for discrete distributions with single parameter pp. 687-701

Weizhen Wang, Chongxiu Yu and Zhongzhan Zhang

Modeling the time to dropout under phase-wise variable stress fixed cohort setup pp. 702-714

Aniket Biswas, Subrata Chakraborty and Anupama Nandi

A two-sample nonparametric test for one-sided location-scale alternative pp. 715-743

Hidetoshi Murakami and Markus Neuhäuser

A partitioned weighted moving average control chart pp. 744-777

Raja Fawad Zafar, Michael B.C. Khoo, Huay Woon You, Sajal Saha and Wai Chung Yeong

Volume 52, issue 2, 2025

Robust convex biclustering with a tuning-free method pp. 271-286

Yifan Chen, Chunyin Lei, Chuanquan Li, Haiqiang Ma and Ningyuan Hu

A Bayesian high-dimensional mediation analysis for multilevel genome-wide epigenetic data pp. 287-305

Xi Qiao, Duy Ngo, Bilinda Straight, Belinda L. Needham, Charles E. Hilton and Amy Naugle

Diagnostics for categorical response models based on quantile residuals and distance measures pp. 306-328

Patrícia Peres Araripe, Idemauro Antonio Rodrigues de Lara, Gabriel Rodrigues Palma, Niamh Cahill and Rafael de Andrade Moral

Depth-based statistical analysis in the spike train space pp. 329-355

Xinyu Zhou and Wei Wu

Accurate identification of single-cell types via correntropy-based Sparse PCA combining hypergraph and fusion similarity pp. 356-380

Juan Wang, Tai-Ge Wang, Shasha Yuan and Feng Li

Time of week intensity estimation from partly interval censored data with applications to police patrol planning pp. 381-399

Jiahao Tian and Michael D. Porter

Marginalized LASSO in the low-dimensional difference-based partially linear model for variable selection pp. 400-428

M. Norouzirad, R. Moura, M. Arashi and F. J. Marques

A discrete Weibull proportional odds survival model pp. 429-447

Marcílio Ramos Pereira Cardial, Juliana Cobre and Eduardo Yoshio Nakano

Inference on exponentiated Rayleigh distribution with constant stress partially accelerated life tests under progressive type-II censoring pp. 448-476

Huiying Yao and Wenhao Gui

Inference and diagnostics for censored linear regression model with skewed generalized t distribution pp. 477-508

Chengdi Lian, Yaohua Rong, Jinwen Liang, Ruijie Guan and Weihu Cheng

Network-based topic structure visualization pp. 509-523

Yeseul Jeon, Jina Park, Ick Hoon Jin and Dongjun Chung

Volume 52, issue 1, 2025

Non-proportional hazards model with a PVF frailty term: application with a melanoma dataset pp. 1-27

Karen C. Rosa, Vinicius F. Calsavara and Francisco Louzada

Z-residual diagnostic tool for assessing covariate functional form in shared frailty models pp. 28-58

Tingxuan Wu, Longhai Li and Cindy Feng

Monitoring the inverted exponentiated half logistic quantiles under the adaptive progressive type II hybrid censoring scheme pp. 59-96

Jiao Yu, Chunjie Wu and Ping Luo

Bayesian fractional polynomial approach to quantile regression and variable selection with application in the analysis of blood pressure among US adults pp. 97-118

Sanna Soomro and Keming Yu

Optimal design of variables switch-based sampling scheme for verifying Weibull distributed product lifetimes pp. 119-134

Chien-Wei Wu, Ming-Hung Shu and To-Cheng Wang

Bayesian modeling framework for optimizing pre-hospital stroke triage decisions pp. 135-157

Uche Nwoke, Mudassir Farooqui, Jacob Oleson, Nicholas Mohr, Santiago Ortega-Gutierrez and Grant D. Brown

Sparse kernel k-means clustering pp. 158-182

Beomjin Park, Changyi Park, Sungchul Hong and Hosik Choi

Outcome-guided Bayesian clustering for disease subtype discovery using high-dimensional transcriptomic data pp. 183-207

Lingsong Meng and Zhiguang Huo

Joint modeling of correlated binary outcomes using multivariate logistic regression: contraception and HIV knowledge in Sri Lanka pp. 208-220

N. M. Wijesekara, N. Withanage and N. R. Abeynayake

A new EWMA chart for simultaneously monitoring the parameters of a shifted exponential distribution pp. 221-252

Amita Baranwal, Nirpeksh Kumar, Kashinath Chatterjee and Christos Koukouvinos

Comparing heart PET scans: an adjustment of Kolmogorov-Smirnov test under spatial autocorrelation pp. 253-269

Wenjun Zheng, Hongjian Zhu, K. Lance Gould and Dejian Lai