Archives

Issue 1, Volume 10, 2026

Issue 4, Volume 9, 2025

Issue 3, Volume 9, 2025

Research Article

Estimation of the mean using robust regression and probability proportional to size sampling

Mohamud Hussein Mohamud ,
Fartun Ahmed Mohamud
dol:10.1080/24754269.2025.2516339

Reinforced variable selection

Yuan Le ,
Yang Bai ,
Fan Zhou
dol:10.1080/24754269.2025.2516346

The quasi-fiducial model selection for Kriging model

Chen Fan ,
Shuqin Zhang ,
Xinmin Li
dol:10.1080/24754269.2025.2537484

Parameter estimation for fractional autoregressive process with seasonal structure

Chunhao Cai ,
Yiwu Shang
dol:10.1080/24754269.2025.2537487

Construction of D-optimal saturated designs for main effects and F1-second-order interactions in the presence of a free factor

Francois K. Domagni ,
Yujia Zhang ,
A. S. Hedayat
dol:10.1080/24754269.2025.2537504

Lehmann-type family of location-scale t distributions with two degrees of freedom

Vikas Kumar Sharma ,
Komal Shekhawat ,
Princy Kaushik
dol:10.1080/24754269.2025.2540243

Issue 1, Volume 9, 2025

Research Article

L0-regularized high-dimensional sparse multiplicative models

Hao Ming ,
Hu Yang ,
Xiaochao Xia
dol:10.1080/24754269.2025.2460148

An efficient PG-INLA algorithm for the Bayesian inference of logistic item response models

Xiaofan Lin ,
Yincai Tang
dol:10.1080/24754269.2024.2442174

Maximum-likelihood estimation of the Po-MDDRCINAR p model with analysis of a COVID-19 data

Xiufang Liu ,
Jianlong Peng ,
Dehui Wang ,
Huaping Chen
dol:10.1080/24754269.2024.2412491

Novel closed-form point estimators for the beta distribution

Piao Chen ,
Xun Xiao
dol:10.1080/24754269.2024.2419360

Goodness of fit for the Waring distribution

Yanlin Tang ,
Jinglong Wang ,
Menghan Yi ,
Zhongyi Zhu
dol:10.1080/24754269.2024.2389758

Issue 4, Volume 8, 2024

Issue 3, Volume 8, 2024

Review Article

A selective review on statistical methods for massive data computation: distributed computing, subsampling, and minibatch techniques

Xuetong Li ,
Yuan Gao ,
Hong Chang ,
Danyang Huang ,
Yingying Ma ,
Rui Pan ,
Haobo Qi ,
Feifei Wang ,
Shuyuan Wu ,
Ke Xu ,
Jing Zhou ,
Xuening Zhu ,
Yingqiu Zhu ,
Hansheng Wang
dol:10.1080/24754269.2024.2343151
Research Article

Statistical inference of reliability for a K-out-of-N: G system with switching failure under Poisson shocks

Fang Luo ,
Linmin Hu ,
Yuyu Wang ,
Xiaoyun Yu
dol:10.1080/24754269.2024.2341982

Partially fixed bayesian additive regression trees

Hao Ran ,
Yang Bai
dol:10.1080/24754269.2024.2341981

D-optimal saturated designs for main effects and interactions in 2^k-factorial experiments

Francois K. Domagni ,
A. S. Hedayat ,
Bikas Kumar Sinha
dol:10.1080/24754269.2024.2341983

Variable selection and subgroup analysis for high-dimensional censored data

Yu Zhang ,
Jiangli Wang ,
Weiping Zhang
dol:10.1080/24754269.2024.2327113
Rapid Communication

Lifelong dedication and ever-admirable stature – in commemoration of the first anniversary of Mr. Mao Shisong’s passing

Jinglong Wang ,
Jixiang Zhou ,
Xiaolong Pu ,
Yincai Tang ,
Yan Li
dol:10.1080/24754269.2024.2382572

Issue 1, Volume 8, 2024

Issue 2, Volume 7, 2023

Research Article

Robust variance estimation for covariate-adjusted unconditional treatment effect in randomized clinical trials with binary outcomes

Ting Ye ,
Marlena Bannick ,
Yanyao Yi ,
Jun Shao
dol:10.1080/24754269.2023.2205802

On the construction of balanced repeated measurements designs with good circular properties

Muhammad Daniyal ,
Jigneshkumar Gondaliya ,
Rashid Ahmed
dol:10.1080/24754269.2023.2184607

On some aspects of a bivariate alternative zero-inflated logarithmic series distribution

C. Satheesh Kumar ,
A. Riyaz
dol:10.1080/24754269.2023.2179324

On the MLE of the Waring distribution

Yanlin Tang ,
Jinglong Wang ,
Zhongyi Zhu
dol:10.1080/24754269.2023.2176608

Regression models of Pearson correlation coefficient

Abdisa G. Dufera ,
Tiantian Liu ,
Jin Xu
dol:10.1080/24754269.2023.2164970

Locally R-optimal designs for a class of nonlinear multiple regression models

Lei He ,
Rong-Xian Yue
dol:10.1080/24754269.2022.2153540

Availability and cost-benefit evaluation for a repairable retrial system with warm standbys and priority

Jia Kang ,
Linmin Hu ,
Rui Peng ,
Yan Li ,
Ruiling Tian
dol:10.1080/24754269.2022.2152591

Issue 1, Volume 7, 2023

Research Article

A novel nonparametric mixture model for the detection pattern of COVID-19 on Diamond Princess cruise

Huijuan Ma ,
Jing Qin ,
Fang Chen ,
Yong Zhou
dol:10.1080/24754269.2022.2156743

Rates of convergence of powered order statistics from general error distribution

Yuhan Zou ,
Yingyin Lu ,
Zuoxiang Peng
dol:10.1080/24754269.2022.2146955

A short note on fitting a single-index model with massive data

Rong Jiang ,
Yexun Peng
dol:10.1080/24754269.2022.2135807

Application of neural network to model rainfall pattern of Ethiopia

Gemechu Abdisa Atomsa ,
Yingchun Zhou
dol:10.1080/24754269.2022.2136266

Variable selection in finite mixture of median regression models using skew-normal distribution

Xin Zeng ,
Yuanyuan Ju ,
Liucang Wu
dol:10.1080/24754269.2022.2107974

Bayesian analysis for the Lomax model using noninformative priors

Daojiang He ,
Dongchu Sun ,
Qing Zhu
dol:10.1080/24754269.2022.2064611

Issue 3, Volume 6, 2022

Review Article

A selective review of statistical methods using calibration information from similar studies

Jing Qin ,
Yukun Liu ,
Pengfei Li
dol:10.1080/24754269.2022.2037201
Short Communication

Rejoinder on “A selective review of statistical methods using calibration information from similar studies”

Jing Qin ,
Yukun Liu ,
Pengfei Li
dol:10.1080/24754269.2022.2111059

A discussion of ‘A selective review on calibration information from similar studies’

Jiahua Chen
dol:10.1080/24754269.2022.2077903

Discussion of ‘A selective review of statistical methods using calibration information from similar studies’

Jing Ning
dol:10.1080/24754269.2022.2075082

Discussion of “A selective review of statistical methods using calibration information from similar studies” and some remarks on data integration

Jerald F. Lawless
dol:10.1080/24754269.2022.2075083

A discussion on “A selective review of statistical methods using calibration information from similar studies”

Ling Zhou ,
Peter X.-K. Song
dol:doi.org/10.1080/24754269.2022.2084930

A discussion on “A selective review of statistical methods using calibration information from similar studies” by Qin, Liu and Li

Peisong Han
dol:10.1080/24754269.2022.2084929
Research Article

A new result on recovery sparse signals using orthogonal matching pursuit

Xueping Chen ,
Jianzhong Liu ,
Jiandong Chen
dol:10.1080/24754269.2022.2048445

Optimal model averaging estimator for multinomial logit models

Rongjie Jiang ,
Liuming Wang ,
Yang Bai
dol:10.1080/24754269.2022.2037204

Asymptotic properties of a nonparametric conditional density estimator in the local linear estimation for functional data via a functional single-index model

Fadila Benaissa ,
Abdelmalek Gagui ,
Abdelhak Chouaf
dol:10.1080/24754269.2021.1965945

Exponential tilted likelihood for stationary time series models

Xiuzhen Zhang ,
Yukun Liu ,
Riquan Zhang ,
Zhiping Lu
dol:10.1080/24754269.2021.1978207

Variable screening in multivariate linear regression with high-dimensional covariates

Shiferaw B. Bizuayehu ,
Lu Li ,
Jin Xu
dol:10.1080/24754269.2021.1982607

Issue 2, Volume 6, 2022

Review Article

A review of distributed statistical inference

Yuan Gao ,
Weidong Liu ,
Hansheng Wang ,
Xiaozhou Wang ,
Yibo Yan ,
Riquan Zhang
dol:10.1080/24754269.2021.1974158
Short Communication

Discussion of the paper ‘A review of distributed statistical inference’

Heng Lian
dol:10.1080/24754269.2021.2017544

Discussion on ‘A review of distributed statistical inference’

Yang Yu ,
Guang Cheng
dol:10.1080/24754269.2022.2030107

Discussion of: a review of distributed statistical inference

Zheng-Chu Guo
dol:10.1080/24754269.2021.2022998

Discussion of: ‘A review of distributed statistical inference’

Shaogao Lv ,
Xingcai Zhou
dol:10.1080/24754269.2021.2015868

Discussion on the paper “A review of distributed statistical inference”

Junlong Zhao
dol:10.1080/24754269.2021.2015861

Rejoinder on ‘A review of distributed statistical inference’

Yuan Gao ,
Weidong Liu ,
Hansheng Wang ,
Xiaozhou Wang ,
Yibo Yan ,
Riquan Zhang
dol:10.1080/24754269.2022.2035304
Research Article

Stochastic loss reserving using individual information model with over-dispersed Poisson

Zhigao Wang ,
Xianyi Wu ,
Chunjuan Qiu
dol:10.1080/24754269.2021.1898181

Empirical likelihood inference in autoregressive models with time-varying variances

Yu Han ,
Chunming Zhang
dol:10.1080/24754269.2021.1913977

Time-dependent reliability analysis for repairable consecutive-k-out-of-n:F system

Gökhan Gökdere ,
Hon Keung Tony Ng
dol:10.1080/24754269.2021.1971489

Generalized fiducial methods for testing quantitative trait locus effects in genetic backcross studies

Pengcheng Ren ,
Guanfu Liu ,
Xiaolong Pu ,
Yan Li
dol:10.1080/24754269.2021.1984636

High-dimensional proportionality test of two covariance matrices and its application to gene expression data

Long Feng ,
Xiaoxu Zhang ,
Binghui Liu
dol:10.1080/24754269.2021.1984373

Issue 1, Volume 6, 2022

Articles

Research on three-step accelerated gradient algorithm in deep learning

Yongqiang Lian ,
Yincai Tang ,
Shirong Zhou
dol:10.1080/24754269.2020.1846414

Nonignorable item nonresponse in panel data

Sijing Li ,
Jun Shao
dol:10.1080/24754269.2020.1856591

The balance property in neural network modelling

Mario V. Wüthrich
dol:10.1080/24754269.2021.1877960

Stochastic comparisons on total capacity of weighted k-out-of-n systems with heterogeneous components

Yiying Zhang
dol:10.1080/24754269.2021.1894402

A new exact p-value approach for testing variance homogeneity

Juan Wang ,
Xinmin Li ,
Hua Liang
dol:10.1080/24754269.2021.1907519

Posterior contraction rate of sparse latent feature models with application to proteomics

Tong Li ,
Tianjian Zhou ,
Kam-Wah Tsui ,
Lin Wei ,
Yuan Ji
dol:10.1080/24754269.2021.1974664

Interpreting uninterpretable predictors: kernel methods, Shtarkov solutions, and random forests

T. M. Le ,
Bertrand Clarke
dol:10.1080/24754269.2021.1974157
Book Review

An introduction to statistical learning with applications in R

Fariha Sohil ,
Muhammad Umair Sohali ,
Javid Shabbir
dol:10.1080/24754269.2021.1980261

Issue 4, Volume 5, 2021

Articles

Intrinsic Bayesian estimation of linear time series models

Shawn Ni
dol:10.1080/24754269.2020.1744073

A system for determining maximum tolerated dose in clinical trial

Keying Ye ,
Xiaobin Yang ,
Ying Ji ,
Min Wang
dol:10.1080/24754269.2021.1871708

Bayesian quantile semiparametric mixed-effects double regression models

Duo Zhang ,
Liucang Wu ,
Keying Ye ,
Min Wang
dol:10.1080/24754269.2021.1877961

Covariance estimation via fiducial inference

W. Jenny Shi ,
Jan Hannig ,
Randy C. S. Lai ,
Thomas C. M. Lee
dol:10.1080/24754269.2021.1877950

Bayesian analysis for quantile smoothing spline

Zhongheng Cai ,
Dongchu Sun
dol:10.1080/24754269.2021.1946372

On the non-local priors for sparsity selection in high-dimensional Gaussian DAG models

Xuan Cao ,
Fang Yang
dol:10.1080/24754269.2021.1963182

Issue 3, Volume 5, 2021

Editorial Foreword

Editorial Foreword

Jun Shao ,
Yincai Tang
dol:10.1080/24754269.2021.1963398
Review Article

Inference after covariate-adaptive randomisation: aspects of methodology and theory

Jun Shao
dol:10.1080/24754269.2021.1871873
Short Communication

Rejoinder on ‘Inference after covariate-adaptive randomization: aspects of methodology and theory

Jun Shao
dol:10.1080/24754269.2021.1905357

Comment: inference after covariate-adaptive randomisation: aspects of methodology and theory

Ting Ye ,
Yanyao Yi
dol:Global Statistical Sciences, Eli Lilly and Company, Indianapolis, IN, USA

Comment on ‘Inference after covariate-adaptive randomisation: aspects of methodology and theory’

Hanzhong Liu
dol:10.1080/24754269.2021.1905378

Comment: Inference after covariate-adaptive randomisation: aspects of methodology and theory

Bingkai Wang ,
Ryoko Susukida ,
Ramin Mojtabai ,
Masoumeh Amin-Esmaeili ,
Michael Rosenblum
dol:10.1080/24754269.2021.1905591

Comment on ‘Inference after covariate-adaptive randomisation: aspects of methodology and theory’

Wei Ma ,
Li-Xin Zhang ,
Feifang Hu
dol:10.1080/24754269.2021.1905592
Articles

A three-parameter logistic regression model

Xiaoli Yu ,
Shaoting Li ,
Jiahua Chen
dol:10.1080/24754269.2020.1796098

Personalized treatment selection via the covariatespecific treatment effect curve for longitudinal data

Yanghui Liu ,
Riquan Zhang ,
Shujie Ma ,
Xiuzhen Zhang
dol:10.1080/24754269.2020.1762059

New extreme value theory for maxima of maxima

Wenzhi Cao ,
Zhengjun Zhang
dol:10.1080/24754269.2020.1846115

beta-divergence loss for the kernel density estimation with bias reduced

Hamza Dhaker ,
El Hadji Deme ,
Youssou Ciss
dol:10.1080/24754269.2020.1858630

An integrated epidemic modelling framework for the real-time forecast of COVID-19 outbreaks in current epicentres

Jiawei Xu ,
Yincai Tang
dol:10.1080/24754269.2021.1872131

Issue 2, Volume 5, 2021

Statistical Theory and Related Fields, Volume 5, Issue 2 (2021)
Articles in the special topic of experiment design

Articles

Sample size and power analysis for stepped wedge cluster randomised trials with binary outcomes

Jijia Wang ,
Jing Cao ,
Song Zhang ,
Chul Ahn
dol:10.1080/24754269.2021.1904094

Target toxicity design for phase I dose-finding

Wenchuan Guo ,
Bob Zhong
dol:10.1080/24754269.2020.1800331

A prediction-oriented optimal design for visualisation recommender systems

Yingyan Zeng ,
Xinwei Deng ,
Xiaoyu Chen ,
Ran Jin
dol:10.1080/24754269.2021.1905376

Robust sequential design for piecewise-stationary multi-armed bandit problem in the presence of outliers

Yaping Wang ,
Zhicheng Peng ,
Riquan Zhang ,
Qian Xiao
dol:10.1080/24754269.2021.1902687

Combinatorial testing: using blocking to assign test cases for validating complex software systems

Ryan Lekivetz ,
Joseph Morgan
dol:10.1080/24754269.2021.1904095

Covariate balancing based on kernel density estimates for controlled experiments

Yiou Li ,
Lulu Kang ,
Xiao Huang
dol:10.1080/24754269.2021.1878742

Selecting baseline designs using a minimum aberration criterion when some two-factor interactions are important

Anqi Chen ,
Cheng-Yu Sun ,
Boxin Tang
dol:10.1080/24754269.2020.1867795

D-optimal population designs in linear mixed effects models for multiple longitudinal data

Hongyan Jiang ,
Rongxian Yue
dol:10.1080/24754269.2021.1884444

Modified non-sequential third order rotatable designs constructed using Pairwise Balanced Design

Haron Mutai Ng’eno
dol:10.1080/24754269.2020.1775034

Issue 1, Volume 5, 2021

Review Article

On studying extreme values and systematic risks with nonlinear time series models and tail dependence measures

Zhengjun Zhang
dol:10.1080/24754269.2020.1856590
Short Communication

Rejoinder of “On studying extreme values and systematic risks with nonlinear time series models and tail dependence measures”

Zhengjun Zhang
dol:10.1080/24754269.2021.1871710

Multivariate extremes and max-stable processes: discussion of the paper by Zhengjun Zhang

R. L. Smith
dol:10.1080/24754269.2021.1871709

Discussion of ‘On studying extreme values and systematic risks with nonlinear time series models and tail dependence measures’

Tiandong Wang ,
Jun Yan
dol:10.1080/24754269.2020.1869897

Discussion on paper ‘On studying extreme values and systematic risks with nonlinear time series models and tail dependence measures’ by Zhengjun Zhang

Yongcheng Qi
dol:10.1080/24754269.2020.1862589

Discussion of ‘On studying extreme values and systematic risks with nonlinear time series models and tail dependence measures’

Ting Zhang
dol:10.1080/24754269.2020.1862587

Application of autoregressive tail-index model to Chinas stock market

Jingyu Ji ,
Deyuan Li
dol:10.1080/24754269.2020.1862586

Discussion on “on studying extreme values and systematic risks with nonlinear time series models and tail dependence measures”

Wen Xu ,
Huixia Judy Wang
dol:10.1080/24754269.2021.1895528
Articles

Bayesian variable selection via a benchmark in normal linear models

Jun Shao ,
Kam-Wah Tsui ,
Sheng Zhang
dol:10.1080/24754269.2020.1744074

Efficient estimation of smoothing spline with exact shape constraints

Vincent Chan ,
Kam-Wah Tsui ,
Yanran Wei ,
Zhiyang Zhang ,
Xinwei Deng
dol:10.1080/24754269.2020.1722604

Nonlinear prediction via Hermite transformation

Tucker McElroy ,
Srinjoy Das
dol:10.1080/24754269.2020.1856589

Issue 2, Volume 4, 2020

Statistical Theory and Related Fields, Volume 4, Issue 2 (2020)

Review Article

A selective overview of sparse sufficient dimension reduction

Lu Li ,
Xuerong Meggie Wen ,
Zhou Yu
dol:10.1080/24754269.2020.1829389
Short Communication

Discussion on ‘Review of sparse sufficient dimension reduction’

Xin Chen
dol:10.1080/24754269.2020.1829392

Rejoinder on ‘A selective overview of sparse sufficient dimension reduction’

Lu Li ,
Xuewong Meggie Wen ,
Zhou Yu
dol:10.1080/24754269.2020.1833150

Comment on ‘Review of sparse sufficient dimension reduction’

Michael Declan Power ,
Yuexiao Dong
dol:10.1080/24754269.2020.1829394

Discussion on ‘Review of sparse sufficient dimension reduction’

Xin Zhang
dol:10.1080/24754269.2020.1829393

Review of sparse sufficient dimension reduction: comment

Liping Zhu
dol:10.1080/24754269.2020.1829391
Articles

Optimal mean-variance reinsurance and investment strategy with constraints in a non-Markovian regime-switching model

Liming Zhang ,
Rongming Wang ,
Jiaqin Wei
dol:10.1080/24754269.2020.1719356

Quantile treatment effect estimation with dimension reduction

Ying Zhang ,
Lei Wang ,
Menggang Yu ,
Jun Shao
dol:10.1080/24754269.2019.1696645

A class of admissible estimators of multiple regression coefficient with an unknown variance

Chengyuan Song ,
Dongchu Sun
dol:10.1080/24754269.2019.1653160

Forecasting semi-stationary processes and statistical arbitrage

Si Bao ,
Shi Chen ,
Wei An Zheng ,
Yu Zhou
dol:10.1080/24754269.2019.1675420

Efficient GMM estimation with singular system of moment conditions

Zhiguo Xiao
dol:10.1080/24754269.2019.1653159

Power-expected-posterior prior Bayes factor consistency for nested linear models with increasing dimensions

D. Fouskakis ,
J. K. Innocent ,
L. Pericchi
dol:10.1080/24754269.2020.1719355

Empirical likelihood estimation in multivariate mixture models with repeated measurements

Yuejiao Fu ,
Yukun Liu ,
Hsiao-Hsuan Wang ,
Xiaogang Wang
dol:10.1080/24754269.2019.1630544

Interval estimation for minimal clinically important difference and its classification error via a bootstrap scheme

Zehua Zhou ,
Jiwei Zhao ,
Melissa Kluczynski
dol: 10.1080/24754269.2019.1587692
Abstract

The abstract of doctoral dissertation ‘Some research on hypothesis testing and nonparametric variable screening problems for high dimensional data’

Yongshuai Chen ,
Hengjian Cui
dol:10.1080/24754269.2020.1829390

Issue 1, Volume 4, 2020

Statistical Theory and Related Fields, Volume 4, Issue 1 (2020)

Review Article

Optimal reinsurance designs based on risk measures: a review

Jun Cai ,
Yichun Chi
dol:10.1080/24754269.2020.1758500
Short Communication

Responses to discussions on ‘Optimal reinsurance designs based on risk measures: a review’

Jun Cai ,
Yichun Chi
dol:10.1080/24754269.2020.1777025

Discussion of “optimal reinsurance designs based on risk measures: a review” by Jun Cai and Yichun Chi

Ambrose Lo
dol:10.1080/24754269.2020.1777026

A hybrid model of optimal reinsurance: a discussion of ‘Optimal reinsurance designs based on risk measures: a review’ by Jun Cai and Yichun Chi

Sheng Chao Zhuang
dol:10.1080/24754269.2020.1765127

Discussion on the paper ‘Optimal reinsurance design based on risk measures: a review’ by Yichun Chi and Jun Cai

Chengguo Weng
dol:10.1080/24754269.2020.1765129

A discussion of ‘optimal reinsurance designs based on risk measures: a review’

Tim J. Boonen
dol:10.1080/24754269.2020.1765128
Articles

The abstract of doctoral dissertation ‘nonlinear wavelet density estimation and hazard rate estimation with data missing at random’

Yuye Zou ,
Guoliang Fan ,
Riquan Zhang
dol:10.1080/24754269.2019.1653161

Meta-analysis of independent datasets using constrained generalised method of moments

Menghao Xu ,
Jun Shao
dol:10.1080/24754269.2019.1630545

Semiparametric estimation for accelerated failure time mixture cure model allowing non-curable competing risk

Yijun Wang ,
Jiajia Zhang ,
Yincai Tang
dol:10.1080/24754269.2019.1600123

Statistical arbitrage under the efficient market hypothesis

Si Bao ,
Shi Chen ,
Xi Wang ,
Wei An Zheng ,
Yu Zhou
dol:10.1080/24754269.2019.1670525

Power analysis, sample size calculation for testing the largest binomial probability

Thuan Nguyen ,
Jiming Jiang
dol:10.1080/24754269.2019.1586283

Topic model for graph mining based on hierarchical Dirichlet process

Haibin Zhang ,
Shang Huating ,
Xianyi Wu
dol:10.1080/24754269.2019.1593098

Convergence rate of principal component analysis with local-linear smoother for functional data under a unified weighing scheme

Xingyu Yan ,
Xiaolong Pu ,
Yingchun Zhou ,
Xiaolei Xun
dol:10.1080/24754269.2019.1656048

Group screening for ultra-high-dimensional feature under linear model

Yong Niu ,
Riquan Zhang
dol:10.1080/24754269.2019.1633763

Model-based small area estimation with no samples within the areas, by benchmarking to marginal cross-sectional and time-series estimates

Danny Pfeffermann ,
Michael Sverchkov ,
Richard Tiller ,
Lizhi Liu
dol:10.1080/24754269.2020.1719470

Issue 2, Volume 3, 2019

Statistical Theory and Related Fields, Volume 3, Issue 2 (2019)

Short Communication

2019 International Workshop on Big Data and Modern Statistics held at ECNU, China

Wei Zhao ,
Ying Zhang ,
Shanping Wang
dol:10.1080/24754269.2019.1675411
Articles

Using state space models as a statistical impact measurement of survey redesigns: a case study of the labour force survey of the Australian Bureau of Statistics

Xichuan (Mark) Zhang ,
Jan A. van den Brakel ,
Siu-Ming Tam
dol:10.1080/24754269.2019.1677085

Multivariate small area estimation under nonignorable nonresponse*

Danny Pfeffermann ,
Michael Sverchkov
dol:10.1080/24754269.2019.1676683

Nearest neighbour imputation under single index models

Jun Shao ,
Lei Wang
dol:10.1080/24754269.2019.1675409

An equivalence result for moment equations when data are missing at random

Marian Hristache ,
Valentin Patilea
dol:10.1080/24754269.2019.1672021

Improving timeliness and accuracy of estimates from the UK labour force survey

D. J. Elliott ,
P. Zong
dol:10.1080/24754269.2019.1676034

Combining multiple imperfect data sources for small area estimation: a Bayesian model of provincial fertility rates in Cambodia

Junni L. Zhang ,
John Bryant
dol:10.1080/24754269.2019.1658062

A resampling approach to estimation of the linking variance in the Fay–Herriot model

Snigdhansu Chatterjee
dol:10.1080/24754269.2019.1675408

Graph-based multivariate conditional autoregressive models

Ye Liang
dol:10.1080/24754269.2019.1666242

Generalised variance functions for longitudinal survey data

Guoyi Zhang ,
Yang Cheng ,
Yan Lu
dol:10.1080/24754269.2019.1664372

Multi-outcome longitudinal small area estimation – a case study

Eric Slud ,
Yves Thibaudeau
dol:10.1080/24754269.2019.1669360

Small area estimation with subgroup analysis

Xin Wang ,
Zhengyuan Zhu
dol:10.1080/24754269.2019.1659097

Small area prediction of quantiles for zero-inflated data and an informative sample design

Emily Berg ,
Danhyang Lee
dol:10.1080/24754269.2019.1666243

On valid descriptive inference from non-probability sample

Li-Chun Zhang
dol:10.1080/24754269.2019.1666241

Domain estimation under informative linkage

Ray Chambers ,
Nicola Salvati ,
Enrico Fabrizi ,
Andrea Diniz da Silva
dol:10.1080/24754269.2019.1653158
Editorials

Editorial foreword, second issue, 2019

Yang Cheng ,
Jun Shao
dol:10.1080/24754269.2019.1677086

Issue 1, Volume 3, 2019

Statistical Theory and Related Fields, Volume 3, Issue 1 (2019)

Editorial Foreword

Editorial foreword

Jun Shao ,
Dongchu Sun ,
Danyu Lin
dol:10.1080/24754269.2019.1625297
Articles

Shape-constrained semiparametric additive stochastic volatility models

Jiangyong Yin ,
Peter F. Craigmile ,
Xinyi Xu ,
Steven MacEachern
dol:10.1080/24754269.2019.1573410

Some results on quantile-based Shannon doubly truncated entropy

Vikas Kumar ,
Gulshan Taneja ,
Samsher Chhoker
dol:10.1080/24754269.2019.1586282

Development of a first order integrated moving average model corrupted with a Markov modulated convex combination of autoregressive moving average errors

S. A. Komolafe ,
T. O. Obilade ,
I. O. Ayodeji ,
A. R. Babalola
dol:10.1080/24754269.2019.1598833

Measure of rotatability of modified five-level second-order rotatable design using supplementary difference sets

Haron Mutai Ng’eno
dol:10.1080/24754269.2018.1545203
News

Founding of the Big Data Statistics Branch

Shanping Wang
dol:10.1080/24754269.2019.1598834
Discussion Paper and Discussions

Discussion on Prior-based Bayesian Information Criterion (PBIC) by M. J. Bayarri, James O. Berger, Woncheol Jang, Surajit Ray, Luis R. Pericchi, and Ingmar Visser

Ruobin Gong ,
Minge Xie
dol:10.1080/24754269.2019.1611146

Rejoinder by James Berger, Woncheol Jang, Surajit Ray, Luis R. Pericchi and Ingmar Visser

dol:10.1080/24754269.2019.1611147

Discussion of prior-based Bayesian information criterion (PBIC) by M.J. Bayarria, James O. Berger, Woncheol Jang, Surajit Ray, Luis R. Pericchi, and Ingmar Visser

Ryan A. Peterson ,
Joseph E. Cavanaugh
dol:10.1080/24754269.2019.1611145

Discussion of ‘Prior-based Bayesian information criterion (PBIC)’

Jan Hannig
dol:10.1080/24754269.2019.1611144

Discussion of ‘Prior-based Bayesian Information Criterion (PBIC)’

Bertrand S. Clarke
dol:10.1080/24754269.2019.1611143

Discussion of ‘Prior-based Bayesian Information Criterion (PBIC)’

Sifan Liu ,
Dongchu Sun
dol:10.1080/24754269.2019.1611142

Discussion on prior-based Bayes information criterion

Brunero Liseo
dol:10.1080/24754269.2019.1583630

A discussion of ‘prior-based Bayesian information criterion (PBIC)’

Jun Shao ,
Sheng Zhang
dol:10.1080/24754269.2019.1583086

A discussion of prior-based Bayesian information criterion (PBIC)

Jiming Jiang ,
Thuan Nguyen
dol:10.1080/24754269.2019.1583631

A discussion of ‘prior-based Bayesian information criterion’

Jiahua Chen ,
Zeny Feng
dol:10.1080/24754269.2019.1583628

Prior-based Bayesian information criterion

M. J. Bayarri ,
James O. Berger ,
Woncheol Jang ,
Surajit Ray ,
Luis R. Pericchi ,
Ingmar Visser
dol:10.1080/24754269.2019.1582126
Book Review

The appreciation of statistical thoughts

Zhao Yujie
dol:10.1080/24754269.2019.1622996

Issue 2, Volume 2, 2018

Statistical Theory and Related Fields, Volume 2, Issue 2 (2018)

Editorial Foreword

Editorial foreword, second issue, 2018

Jun Shao ,
Dongchu Sun ,
Danyu Lin
dol:10.1080/24754269.2018.1532735
Short Communication

How I became a statistician — thank you speech at birthday dinner

Danny Pfeffermann
dol:10.1080/24754269.2018.1525659

Interview with Professor Danny Pfeffermann

Lyu Ni ,
Kai Tan
dol:10.1080/24754269.2018.1520022

Summaries of three keynote lectures at the SAE – 2018

Kai Tan ,
Lyu Ni
dol:10.1080/24754269.2018.1525658

The effects of additive outliers in INAR(1) process and robust estimation

Marcelo Bourguignon ,
Klaus L. P. Vasconcellos
dol:10.1080/24754269.2018.1520018

Pseudo likelihood and dimension reduction for data with nonignorable nonresponse

Ji Chen ,
Bingying Xie ,
Jun Shao
dol:10.1080/24754269.2018.1516101

Dynamic stress–strength reliability estimation of system with survival signature

Yiming Liu ,
Yimin Shi ,
Xuchao Bai ,
Bin Liu
dol:10.1080/24754269.2018.1530902

Efficient Robbins–Monro procedure for multivariate binary data

Cui Xiong ,
Jin Xu
dol:10.1080/24754269.2018.1507384

Combining estimators of a common parameter across samples

Eric Slud ,
Ilia Vonta ,
Abram Kagan
dol:10.1080/24754269.2018.1530903

Some results of classification problem by Bayesian method and application in credit operation

Tai Vovan
dol:10.1080/24754269.2018.1528420

Rejoinder: statistical inference for non-ignorable missing-data problems: a selective review

Niansheng Tang
dol:10.1080/24754269.2018.1532736

Statistical methods without estimating the missingness mechanism: a discussion of ‘statistical inference for nonignorable missing data problems: a selective review’ by Niansheng Tang and Yuanyuan Ju

Jiwei Zhao
dol:10.1080/24754269.2018.1522576

Semiparametric propensity weighting for nonignorable nonresponse: a discussion of ‘Statistical inference for nonignorable missing data problems: a selective review’ by Niansheng Tang and Yuanyuan Ju

Jun Shao
dol:10.1080/24754269.2018.1522996

A discussion of ‘statistical inference for nonignorable missing data problems: a selective review’ by Niansheng Tang and Yuanyuan Ju

Kosuke Morikawa ,
Jae Kwang Kim
dol:10.1080/24754269.2018.1522995

Some issues on longitudinal data with nonignorable dropout, a discussion of “Statistical Inference for Nonignorable Missing-Data Problems: A Selective Review” by Niansheng Tang and Yuanyuan Ju

Lei Wang
dol:10.1080/24754269.2018.1522575

Variable screening with missing covariates: a discussion of ‘statistical inference for nonignorable missing data problems: a selective review’ by Niansheng Tang and Yuanyuan Ju

Fang Fang ,
Lyu Ni
dol:10.1080/24754269.2018.1522574
DISCUSSION PAPER

Statistical inference for nonignorable missing-data problems: a selective review

Niansheng Tang ,
Yuanyuan Ju
dol:10.1080/24754269.2018.1522481

Issue 1, Volume 2, 2018

Statistical Theory and Related Fields, Volume 2, Issue 1 (2018)

Editorial Foreword

Editorial foreword

Jun Shao ,
Dongchu Sun ,
Danyu Lin
dol:10.1080/24754269.2018.1493649
Articles

Testing hypotheses under covariate-adaptive randomisation and additive models

Ting Ye
dol:10.1080/24754269.2018.1477005

Impact of sufficient dimension reduction in nonparametric estimation of causal effect

Ying Zhang ,
Jun Shao ,
Menggang Yu ,
Lei Wang
dol:doi.org/10.1080/24754269.2018.1466100

Deep advantage learning for optimal dynamic treatment regime

Shuhan Liang ,
Wenbin Lu ,
Rui Song
dol:10.1080/24754269.2018.1466096

A generalisation of the exponential distribution and its applications on modelling skewed data

Muhammad Zubair ,
Ayman Alzaatreh ,
M. H. Tahir ,
Muhammad Mansoor ,
Manat Mustafa
dol:10.1080/24754269.2018.1466099

Step-stress accelerated degradation test planning based on Wiener process with correlation

Lei He ,
Rong-Xian Yue ,
Daojiang He
dol:10.1080/24754269.2018.1466102

Statistical analysis of dependent competing risks model in constant stress accelerated life testing with progressive censoring based on copula function

Xuchao Bai ,
Yimin Shi ,
Yiming Liu ,
Bin Liu
dol:10.1080/24754269.2018.1466101

Objective Bayesian hypothesis testing and estimation for the intraclass model

Duo Zhang ,
Daojiang He ,
Xiaoqian Sun ,
Min Wang
dol:10.1080/24754269.2018.1481586

Objective Bayesian analysis for the accelerated degradation model using Wiener process with measurement errors

Daojiang He ,
Yunpeng Wang ,
Mingxiang Cao
dol:10.1080/24754269.2018.1466097

Response to discussion of ‘Nutritional epidemiology methods and related statistical challenges and opportunities’

Ross L. Prentice ,
Ying Huang
dol:10.1080/24754269.2018.1493633

Discussion of the paper by R. L. Prentice and Y. Huang: Optimal designs and efficient inference for biomarker studies

D. Y. Lin
dol:10.1080/24754269.2018.1493630

Much room for optimism on measuring diet, preventing cancer and cardiovascular disease, and correcting for measurement error – discussion of the paper by R. L. Prentice and Y. Huang

Donna Spiegelman
dol:10.1080/24754269.2018.1493632

On the formation and use of calibration equations in nutritional epidemiology – Discussion of the Paper by R. L. Prentice and Y. Huang

Laurence S. Freedman ,
Pamela A. Shaw
dol:10.1080/24754269.2018.1493631
REVIEW

Nutritional epidemiology methods and related statistical challenges and opportunities

Ross L. Prentice ,
Ying Huang
dol:10.1080/24754269.2018.1466098

Issue 2, Volume 1, 2017

Editorial Foreword

Second Issue, 2017

Jun Shao ,
Dongchu Sun ,
Danyu Lin
dol:10.1080/24754269.2017.1403746
Review Article

Multi-category diagnostic accuracy based on logistic regression

Jialiang Li ,
Jason P. Fine
dol:10.1080/24754269.2017.1319105
Articles

Optimal AK composite estimators in current population survey

Yang Cheng ,
Jun Shao ,
Zhou Yu
dol:10.1080/24754269.2017.1359437

Factor analysis of correlation matrices when the number of random variables exceeds the sample size

Miguel Marino ,
Yi Li
dol:10.1080/24754269.2017.1399740

Sequential profile Lasso for ultra-high-dimensional partially linear models

Yujie Li ,
Gaorong Li ,
Tiejun Tong
dol:10.1080/24754269.2017.1396432

Statistical estimation in partially nonlinear models with random effects

Ye Que ,
Zhensheng Huang ,
Riquan Zhang
dol:10.1080/24754269.2017.1396425

Statistical inference for zero-and-one-inflated poisson models

Yincai Tang ,
Wenchen Liu ,
Ancha Xu
dol:10.1080/24754269.2017.1400419

The influence of misspecified covariance on false discovery control when using posterior probabilities

Ye Liang ,
Joshua D. Habiger ,
Xiaoyi Min
dol:10.1080/24754269.2017.1387445

Semiparametric Bayesian analysis of high-dimensional censored outcome data

Chetkar Jha ,
Yi Li ,
Subharup Guha
dol:10.1080/24754269.2017.1396436

Bayesian functional enrichment analysis for the Reactome database

Jing Cao
dol:10.1080/24754269.2017.1387444

Personalised medicine with multiple treatments: a PhD thesis abstract

Zhilan Lou
dol:10.1080/24754269.2017.1396426

Treatment recommendation and parameter estimation under single-index contrast function

Cui Xiong ,
Menggang Yu ,
Jun Shao
dol:10.1080/24754269.2017.1341012

Robust dynamic risk prediction with longitudinal studies

Qian M. Zhou ,
Wei Dai ,
Yingye Zheng ,
Tianxi Cai
dol:10.1080/24754269.2017.1400418

On finite mixture models

Jiahua Chen
dol:10.1080/24754269.2017.1321883
Book Review

Sample size calculations in clinical research, third edition, by Shein-Chung Chow, Jun Shao, Hansheng Wang, and Yuliya Lokhnygina

Ting Ye ,
Yanyao Yi
dol:10.1080/24754269.2017.1398000

Issue 1, Volume 1, 2017

Statistical Theory and Related Fields, Volume 1, Issue 1 (2017)

Articles

Bayesian analysis of series system with dependent causes of failure

Ancha Xu ,
Shirong Zhou
dol:10.1080/24754269.2017.1348708

Power analysis for stratified cluster randomisation trials with cluster size being the stratifying factor

Jijia Wang ,
Song Zhang ,
Chul Ahn
dol:10.1080/24754269.2017.1347309

Portfolio optimisation using constrained hierarchical bayes models1

Jiangyong Yin ,
Xinyi Xu
dol:10.1080/24754269.2017.1347310

An extended sparse max-linear moving model with application to high-frequency financial data

Timothy Idowu ,
Zhengjun Zhang
dol:10.1080/24754269.2017.1346852

Quasi-Monte Carlo simulation of Brownian sheet with application to option pricing

Xinyu Song ,
Yazhen Wang
dol:10.1080/24754269.2017.1332965

Semiparametric fractional imputation using empirical likelihood in survey sampling

Sixia Chen ,
Jae kwang Kim
dol:10.1080/24754269.2017.1328244

An adaptive lack of fit test for big data

Yanyan Zhao ,
Changliang Zou ,
Zhaojun Wang
dol:10.1080/24754269.2017.1339373

Cholesky-based model averaging for covariance matrix estimation

Hao Zheng ,
Kam-Wah Tsui ,
Xiaoning Kang ,
Xinwei Deng
dol:10.1080/24754269.2017.1336831

Personalised treatment assignment maximising expected benefit with smooth hinge loss

Shixue Liu ,
Jun Shao ,
Menggang Yu
dol:10.1080/24754269.2017.1326080

Achieving the oracle property of OEM with nonconvex penalties

Shifeng Xiong ,
Bin Dai ,
Peter Z. G. Qian
dol:10.1080/24754269.2017.1326079

On finite mixture models

Jiahua Chen
dol:10.1080/24754269.2017.1321883

Funnel testing in webpage optimisation: representation, design and analysis

Heng Su ,
C. F. Jeff Wu
dol:10.1080/24754269.2017.1332964
Editorials

Editorial

Jun Shao ,
Dongchu Sun ,
Danyu Lin
dol:10.1080/24754269.2017.1352189

Latest Articles

Latest Articles

A hierarchical Bayesian latent class mixture model with censorship for detection of linear changes and correlation analysis across populations in antimicrobial resistance

Jingheng Cai ,
Wei Zeng
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Calibration bands for mean estimates within the exponential dispersion family

Łukasz Delong ,
Selim Gatti ,
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dol:10.1080/24754269.2026.2620835

Deep quantile forests for high-dimensional data

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Neyman smooth-type goodness-of-fit tests in complex surveys

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An AUC-based multi-kernel weighted support vector machine ensemble algorithm for breast cancer diagnosis

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dol:10.1080/24754269.2025.2603548

Articles of 2024-2025

Short Communication

A note on the probability structure of a doubly randomized delayed start design

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dol:10.1080/24754269.2025.2457279
Book Review

Approximate Bayesian inference based on INLA algorithm

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Wei Zhao ,
Yincai Tang
dol:10.1080/24754269.2025.2588859
Advanced Traditional Statistical Inference

Study and improvement of a multivariate covariance control chart based on the Sparse Group Lasso penalty

Jun Hu ,
Hongwei Li ,
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dol:10.1080/24754269.2025.2603538

Asymptotic distributions of degenerated U-statistics

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dol:10.1080/24754269.2025.2579414

Tail dependence of bivariate skew normal triangular array with varying correlation coefficients

Shuang Hu ,
Zuoxiang Peng ,
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dol:10.1080/24754269.2025.2555132

Estimation of the mean using robust regression and probability proportional to size sampling

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dol:10.1080/24754269.2025.2516339

Construction of D-optimal saturated designs for main effects and F1-second-order interactions in the presence of a free factor

Francois K. Domagni ,
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dol:10.1080/24754269.2025.2537504

Lehmann-type family of location-scale t distributions with two degrees of freedom

Vikas Kumar Sharma ,
Komal Shekhawat ,
Princy Kaushik
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glabcmcmc: a Python package for ABC-MCMC with local and global moves

Xuefei Cao ,
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The uniformly strong consistency of kernel-type distribution estimator under asymptotically almost negatively associated samples

Shipeng Wu ,
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Weighted average ensemble for Cholesky-based covariance matrix estimation

Xiaoning Kang ,
Zhenguo Gao ,
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Spatial-sign-based high-dimensional white noises test

Ping Zhao ,
Dachuan Chen ,
Zhaojun Wang
dol:10.1080/24754269.2024.2363715

Goodness of fit for the Waring distribution

Yanlin Tang ,
Jinglong Wang ,
Menghan Yi ,
Zhongyi Zhu
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A confounding bridge approach for double negative control inference on causal effects

Wang Miao ,
Xu Shi ,
Yilin Li ,
Eric J. Tchetgen Tchetgen
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Maximum-likelihood estimation of the Po-MDDRCINAR p model with analysis of a COVID-19 data

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Estimation and inference for multi-kink expectile regression with nonignorable dropout

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D-optimal saturated designs for main effects and interactions in 2^k-factorial experiments

Francois K. Domagni ,
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Novel closed-form point estimators for the beta distribution

Piao Chen ,
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Biostatistics

An AUC-based multi-kernel weighted support vector machine ensemble algorithm for breast cancer diagnosis

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Risk Management

Optimal orthogonal block designs for three-component symmetric general blending models in mixture experiment

Jiawei Bao ,
Yu Tang
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Increasing convex order of capital allocation with dependent assets under threshold model

Jiandong Zhang ,
Zhouxia Guo ,
Jiale Niu ,
Rongfang Yan
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Robust optimal reinsurance-investment strategy with extrapolative bias premiums and ambiguity aversion

Ailing Gu ,
Xuanzhen Zhang ,
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Industrial Engineering

Remaining useful life prediction based on exponential dispersion process with random drifts

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Statistical inference of reliability for a K-out-of-N: G system with switching failure under Poisson shocks

Fang Luo ,
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Reliability estimation of s-out-of-k system with Kumaraswamy distribution based on partially constant stress accelerated life tests

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Rongfang Yan
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Bivariate iterated Farlie–Gumbel–Morgenstern stress–strength reliability model for Rayleigh margins: Properties and estimation

N. Chandra ,
A. James ,
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Bayesian/Fiducial Inference

Bias correction of partial-error in variables in a Poisson regression model

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Bayesian inference and prediction in multi-server Markovian queueing system with reverse balking: A simulation-based approach

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Dhruba Das
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The quasi-fiducial model selection for Kriging model

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A Bayesian hierarchical model with spatially varying dispersion for reference-free cell type deconvolution in spatial transcriptomics

Xuan Li ,
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An efficient PG-INLA algorithm for the Bayesian inference of logistic item response models

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Yincai Tang
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Properties of k-record posteriors for the Weibull model

Z. Vidović ,
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Partially fixed bayesian additive regression trees

Hao Ran ,
Yang Bai
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Complex Data/Model Inference

Optimal pricing approaches for data markets in market-operated data exchanges

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Linyi Qian ,
Zhixin Yang ,
Jing Yao ,
Xiaochen Zuo
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scTenifoldNet and scTenifoldKnk: A package suite for single-cell gene regulatory network construction, comparison, and perturbation analysis

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Daniel Osorio ,
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Wenli Liu ,
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Yukun Liu
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Reinforced variable selection

Yuan Le ,
Yang Bai ,
Fan Zhou
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Parameter estimation for fractional autoregressive process with seasonal structure

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Yiwu Shang
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An algorithm for distributed parameter estimation in modal regression models

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Xiaochao Xia
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L0-regularized high-dimensional sparse multiplicative models

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Adjusted variance estimators based on minimizing mean squared error for stratified random samples

Guoyi Zhang ,
Bruce Swan
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Relaxed doubly robust estimation in causal inference

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Jiwei Zhao
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Asymptotic properties of Kaplan–Meier estimator and hazard estimator for censored survival time with LENQD data

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Weicai Pang ,
Ziqing Feng ,
Naiyi Li
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A selective review on statistical methods for massive data computation: distributed computing, subsampling, and minibatch techniques

Xuetong Li ,
Yuan Gao ,
Hong Chang ,
Danyang Huang ,
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Rui Pan ,
Haobo Qi ,
Feifei Wang ,
Shuyuan Wu ,
Ke Xu ,
Jing Zhou ,
Xuening Zhu ,
Yingqiu Zhu ,
Hansheng Wang
dol:10.1080/24754269.2024.2343151

Verifiable identification condition for nonignorable nonresponse data with categorical instrumental variables

Kenji Beppu ,
Kosuke Morikawa
dol:10.1080/24754269.2023.2300407
Short communication

Lifelong dedication and ever-admirable stature – in commemoration of the first anniversary of Mr. Mao Shisong’s passing

Jinglong Wang ,
Jixiang Zhou ,
Xiaolong Pu ,
Yincai Tang ,
Yan Li
dol:10.1080/24754269.2024.2382572