The International Journal of Biostatistics

2005 - 2025

Current editor(s): Antoine Chambaz, Alan E. Hubbard and Mark J. van der Laan

From De Gruyter
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Volume 21, issue 1, 2025

Prognostic adjustment with efficient estimators to unbiasedly leverage historical data in randomized trials pp. 1-15

Liao Lauren D., Højbjerre-Frandsen Emilie, Hubbard Alan E. and Schuler Alejandro

Homogeneity test and sample size of response rates for AC 1 in a stratified evaluation design pp. 17-35

Jia Jingwei, Liu Yuanbo, Yang Jikai and Li Zhiming

A review of survival stacking: a method to cast survival regression analysis as a classification problem pp. 37-51

Craig Erin, Zhong Chenyang and Tibshirani Robert

DsubCox: a fast subsampling algorithm for Cox model with distributed and massive survival data pp. 53-65

Zhang Haixiang, Li Yang and Wang HaiYing

A hybrid hazard-based model using two-piece distributions pp. 67-95

Ewnetu Worku Biyadgie, Gijbels Irène and Verhasselt Anneleen

Regression analysis of clustered current status data with informative cluster size under a transformed survival model pp. 97-113

Feng Yanqin, Yin Shijiao and Ding Jieli

Bayesian covariance regression in functional data analysis with applications to functional brain imaging pp. 115-128

Shamshoian John, Marco Nicholas, Şentürk Damla, Jeste Shafali and Telesca Donatello

Risk estimation and boundary detection in Bayesian disease mapping pp. 129-150

Yin Xueqing, Anderson Craig, Lee Duncan and Napier Gary

An improved estimator of the logarithmic odds ratio for small sample sizes using a Bayesian approach pp. 151-163

Ogura Toru and Yanagimoto Takemi

A multivariate Bayesian learning approach for improved detection of doping in athletes using urinary steroid profiles pp. 165-181

Eleftheriou Dimitra, Piper Thomas, Thevis Mario and Neocleous Tereza

Guidance on individualized treatment rule estimation in high dimensions pp. 183-218

Boileau Philippe, Leng Ning and Dudoit Sandrine

Weighted Euclidean balancing for a matrix exposure in estimating causal effect pp. 219-237

Chen Juan and Zhou Yingchun

Penalized regression splines in Mixture Density Networks pp. 239-253

Seifert Quentin Edward, Thielmann Anton, Bergherr Elisabeth, Säfken Benjamin, Zierk Jakob, Rauh Manfred and Hepp Tobias

Volume 20, issue 2, 2024

Random forests for survival data: which methods work best and under what conditions? pp. 315-345

Berkowitz Matthew, Altman Rachel MacKay and Loughin Thomas M.

Flexible variable selection in the presence of missing data pp. 347-359

Williamson Brian D. and Huang Ying

An interpretable cluster-based logistic regression model, with application to the characterization of response to therapy in severe eosinophilic asthma pp. 361-388

Bilancia Massimo, Nigri Andrea, Cafarelli Barbara and Di Bona Danilo

MBPCA-OS: an exploratory multiblock method for variables of different measurement levels. Application to study the immune response to SARS-CoV-2 infection and vaccination pp. 389-406

Paries Martin, Vigneau Evelyne, Huneau Adeline, Lantz Olivier and Bougeard Stéphanie

Detecting differentially expressed genes from RNA-seq data using fuzzy clustering pp. 407-417

Ando Yuki and Shimokawa Asanao

Hypothesis testing for detecting outlier evaluators pp. 419-431

Xu Li, Zucker David M. and Wang Molin

Response to comments on ‘sensitivity of estimands in clinical trials with imperfect compliance’ pp. 433-433

Chen Heng and Heitjan Daniel F.

Comments on “sensitivity of estimands in clinical trials with imperfect compliance” by Chen and Heitjan pp. 435-436

Baker Stuart G. and Lindeman Karen S.

Optimizing personalized treatments for targeted patient populations across multiple domains pp. 437-453

Chen Yuan, Zeng Donglin and Wang Yuanjia

Statistical models for assessing agreement for quantitative data with heterogeneous random raters and replicate measurements pp. 455-466

Ekstrøm Claus Thorn and Carstensen Bendix

History-restricted marginal structural model and latent class growth analysis of treatment trajectories for a time-dependent outcome pp. 467-490

Diop Awa, Sirois Caroline, Guertin Jason R., Schnitzer Mireille E., Brophy James M., Blais Claudia and Talbot Denis

Revisiting incidence rates comparison under right censorship pp. 491-506

Martínez-Camblor Pablo and Díaz-Coto Susana

Ensemble learning methods of inference for spatially stratified infectious disease systems pp. 507-529

Peitsch Jeffrey, Pokharel Gyanendra and Hossain Shakhawat

The survival function NPMLE for combined right-censored and length-biased right-censored failure time data: properties and applications pp. 531-551

McVittie James H., Wolfson David B. and Stephens David A.

Hybrid classical-Bayesian approach to sample size determination for two-arm superiority clinical trials pp. 553-570

Sambucini Valeria

Estimation of a decreasing mean residual life based on ranked set sampling with an application to survival analysis pp. 571-583

Zamanzade Elham, Zamanzade Ehsan and Parvardeh Afshin

Improving the mixed model for repeated measures to robustly increase precision in randomized trials pp. 585-598

Wang Bingkai and Du Yu

Bayesian second-order sensitivity of longitudinal inferences to non-ignorability: an application to antidepressant clinical trial data pp. 599-629

Momeni Roochi Elahe and Eftekhari Mahabadi Samaneh

A modified rule of three for the one-sided binomial confidence interval pp. 631-639

Turpin Lonnie, Patin Jeanne-Claire, Jens William and Turpin Morgan

Kalman filter with impulse noised outliers: a robust sequential algorithm to filter data with a large number of outliers pp. 641-660

Cloez Bertrand, Fontez Bénédicte, González-García Eliel and Sanchez Isabelle

Bayesian estimation and prediction for network meta-analysis with contrast-based approach pp. 661-676

Noma Hisashi

Testing for association between ordinal traits and genetic variants in pedigree-structured samples by collapsing and kernel methods pp. 677-690

Chien Li-Chu

Volume 20, issue 1, 2024

Survival analysis using deep learning with medical imaging pp. 1-12

Morrison Samantha, Gatsonis Constantine, Eloyan Ani and Steingrimsson Jon Arni

Using a population-based Kalman estimator to model the COVID-19 epidemic in France: estimating associations between disease transmission and non-pharmaceutical interventions pp. 13-41

Collin Annabelle, Hejblum Boris P., Vignals Carole, Lehot Laurent, Thiébaut Rodolphe, Moireau Philippe and Prague Mélanie

Approximate reciprocal relationship between two cause-specific hazard ratios in COVID-19 data with mutually exclusive events pp. 43-56

Li Wentian, Cetin Sirin, Ulgen Ayse, Cetin Meryem, Sivgin Hakan and Yang Yaning

Sensitivity of estimands in clinical trials with imperfect compliance pp. 57-67

Chen Heng and Heitjan Daniel F.

Highly robust causal semiparametric U-statistic with applications in biomedical studies pp. 69-91

Yin Anqi, Yuan Ao and Tan Ming T.

Hierarchical Bayesian bootstrap for heterogeneous treatment effect estimation pp. 93-106

Oganisian Arman, Mitra Nandita and Roy Jason A.

Penalized logistic regression with prior information for microarray gene expression classification pp. 107-122

Genç Murat

Bayesian learners in gradient boosting for linear mixed models pp. 123-141

Zhang Boyao, Griesbach Colin and Bergherr Elisabeth

Unequal allocation of sample/event sizes with considerations of sampling cost for testing equality, non-inferiority/superiority, and equivalence of two Poisson rates pp. 143-156

Luh Wei-Ming and Guo Jiin-Huarng

HiPerMAb: a tool for judging the potential of small sample size biomarker pilot studies pp. 157-167

Al-Mekhlafi Amani and Klawonn Frank

Heterogeneity in meta-analysis: a comprehensive overview pp. 169-199

Stogiannis Dimitris, Siannis Fotios and Androulakis Emmanouil

On stochastic dynamic modeling of incidence data pp. 201-215

Kalligeris Emmanouil-Nektarios, Karagrigoriou Alex and Parpoula Christina

Power of testing for exposure effects under incomplete mediation pp. 217-228

Zhou Ruixuan R., Zucker David M. and Zhao Sihai D.

Exact correction factor for estimating the OR in the presence of sparse data with a zero cell in 2 × 2 tables pp. 229-243

Babu Malavika, Mani Thenmozhi, Sappani Marimuthu, George Sebastian, Bangdiwala Shrikant I. and Jeyaseelan Lakshmanan

Right-censored partially linear regression model with error in variables: application with carotid endarterectomy dataset pp. 245-278

Aydın Dursun, Yılmaz Ersin, Chamidah Nur and Lestari Budi

Assessing HIV-infected patient retention in a program of differentiated care in sub-Saharan Africa: a G-estimation approach pp. 279-291

Yiannoutsos Constantin T., Wools-Kaloustian Kara, Musick Beverly S., Kosgei Rose, Kimaiyo Sylvester and Siika Abraham

Prediction-based variable selection for component-wise gradient boosting pp. 293-314

Potts Sophie, Bergherr Elisabeth, Reinke Constantin and Griesbach Colin