Mathematics â€ș Statistics and Probability

Statistical Methods in Clinical Trials

Description

This cluster of papers covers a wide range of statistical methods and design considerations in the context of clinical trials and drug development. It includes topics such as controlling the false discovery rate, adaptive trial designs, noninferiority trials, biomarkers, phase I trials, multiple testing, Bayesian methods, sample size determination, composite endpoints, and pharmacokinetic/pharmacodynamic modeling.

Keywords

False Discovery Rate; Adaptive Designs; Noninferiority Trials; Biomarkers; Phase I Trials; Multiple Testing; Bayesian Methods; Sample Size; Composite Endpoints; Pharmacokinetic/Pharmacodynamic Modeling

Most Cited Works

Action Title Date Authors
Estimating the mean and variance from the median, range, and the size of a sample 2005-04-20 Stela Pudar Hozo Benjamin Djulbegović Iztok Hozo
The control of the false discovery rate in multiple testing under dependency 2001-08-01 Yoav Benjamini Daniel Yekutieli
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Operating Characteristics of a Rank Correlation Test for Publication Bias 1994-12-01 Colin B. Begg Madhuchhanda Mazumdar
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Statistics and Causal Inference 1986-12-01 Paul W. Holland
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Statistical principles in experimental design. 1962-01-01 B. J. WINER
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Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement 2009-08-18 David Moher
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A Multiple Comparison Procedure for Comparing Several Treatments with a Control 1955-12-01 Charles W. Dunnett
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Trim and Fill: A Simple Funnel‐Plot–Based Method of Testing and Adjusting for Publication Bias in Meta‐Analysis 2000-06-01 Sue Duval Richard L. Tweedie
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A simulation study of the number of events per variable in logistic regression analysis 1996-12-01 Peter Peduzzi John Concato Elizabeth Kemper Theodore R. Holford Alvan R. Feinstein
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Design and analysis of randomized clinical trials requiring prolonged observation of each patient. II. Analysis and examples 1977-01-01 Richard Peto M. C. Pike P. Armitage N. E. Breslow DUNCAN COX S V Howard Nathan Mantel Kerri McPherson Julian Peto Peter G. Smith
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A Proportional Hazards Model for the Subdistribution of a Competing Risk 1999-06-01 Jason P. Fine Malcolm H. Ray
Decision Curve Analysis: A Novel Method for Evaluating Prediction Models 2006-11-01 Andrew J. Vickers Elena B. Elkin
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Research Diagnostic Criteria 1978-06-01 Robert L. Spitzer
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Distribution Theory for Glass's Estimator of Effect size and Related Estimators 1981-06-01 Larry V. Hedges
A comparison of methods to test mediation and other intervening variable effects. 2002-01-01 David P. MacKinnon Chondra M. Lockwood Jeanne M. Hoffman Stephen G. West Virgil L. Sheets
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A Test of Missing Completely at Random for Multivariate Data with Missing Values 1988-12-01 Roderick J. A. Little
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Depression: a new animal model sensitive to antidepressant treatments 1977-04-01 Roger D. Porsolt Manuel Pichon M Jalfre
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ANALYZING TABLES OF STATISTICAL TESTS 1989-01-01 William R. Rice
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Estimation of Relationships for Limited Dependent Variables 1958-01-01 James Tobin
A Direct Approach to False Discovery Rates 2002-08-01 John D. Storey
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Using Effect Size—or Why the <i>P</i> Value Is Not Enough 2012-09-01 Gail M. Sullivan Richard Feinn
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Meta-analysis in clinical trials 1986-09-01 Rebecca DerSimonian Nan M. Laird
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Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing 1995-01-01 Yoav Benjamini Yosef Hochberg
Confidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods 2004-01-01 David P. MacKinnon Chondra M. Lockwood Jason Williams
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A sharper Bonferroni procedure for multiple tests of significance 1988-01-01 Yosef Hochberg
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A Simple Sequentially Rejective Multiple Test Procedure 1979-01-01 Sture Holm
Investigation of the freely available easy-to-use software ‘EZR’ for medical statistics 2012-12-03 Yoshinobu Kanda
Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity‐score matched samples 2009-09-15 Peter C. Austin
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Quantifying heterogeneity in a meta‐analysis 2002-05-21 Julian P. T. Higgins Simon G. Thompson
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MULTIVARIABLE PROGNOSTIC MODELS: ISSUES IN DEVELOPING MODELS, EVALUATING ASSUMPTIONS AND ADEQUACY, AND MEASURING AND REDUCING ERRORS 1996-02-29 Frank E. Harrell Kerry L. Lee Daniel B. Mark
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Multiple imputation using chained equations: Issues and guidance for practice 2010-11-30 Ian R. White Patrick Royston Angela Wood
Nonparametric permutation tests for functional neuroimaging: A primer with examples 2001-10-15 Thomas E. Nichols Andrew P. Holmes
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Intraclass correlations: Uses in assessing rater reliability. 1979-01-01 Patrick E. Shrout Joseph L. Fleiss
The CONSORT statement: revised recommendations for improving the quality of reports of parallel-group randomised trials 2001-04-01 David Moher Kenneth F. Schulz Douglas G. Altman
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Statistical Aspects of the Analysis of Data From Retrospective Studies of Disease 1959-04-01 Nathan Mantel William Haenszel
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Exact stochastic simulation of coupled chemical reactions 1977-12-01 Daniel T. Gillespie
Prevention of Coronary Heart Disease with Pravastatin in Men with Hypercholesterolemia 1995-11-16 James Shepherd Stuart M. Cobbe Ian Ford Christopher Isles A R Lorimer Peter W. Macfarlane James H. McKillop Christopher J. Packard
Bias in meta-analysis detected by a simple, graphical test 1997-09-13 Matthias Egger George Davey Smith Martin Schneider C. Minder
Simultaneous Inference in General Parametric Models 2008-05-15 Torsten Hothorn Frank Bretz Peter H. Westfall
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Measuring agreement in method comparison studies 1999-04-01 John M. Bland Douglas G. Altman
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False-Positive Psychology 2011-10-17 Joseph P. Simmons Leif D. Nelson Uri Simonsohn
Thresholding of Statistical Maps in Functional Neuroimaging Using the False Discovery Rate 2002-04-01 Christopher R. Genovese Nicole A. Lazar Thomas E. Nichols
SPIRIT 2013 Statement: Defining Standard Protocol Items for Clinical Trials 2013-02-05 An‐Wen Chan Jennifer Tetzlaff Douglas G. Altman Andreas Laupacis Peter C GĂžtzsche Karmela KrleĆŸa-Jerić AsbjĂžrn HrĂłbjartsson Howard Mann Kay Dickersin Jesse A. Berlin
Estimating the sample mean and standard deviation from the sample size, median, range and/or interquartile range 2014-12-01 Xiang Wan Wenqian Wang Jiming Liu Tiejun Tong
The ASA Statement on <i>p</i>-Values: Context, Process, and Purpose 2016-03-07 Ronald L. Wasserstein Nicole A. Lazar
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Statistical methods in cancer research. Volume I - The analysis of case-control studies. 1980-01-01 N. E. Breslow N. E. Day
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Correlation Coefficients: Appropriate Use and Interpretation 2018-02-25 Patrick Schober Christa Boer Lothar A. Schwarte
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Biometry: The Principles and Practice of Statistics in Biological Research 1970-01-01 R. C. Campbell R. R. Sokal F. J. Rohlf
A Predictive Model for Aggressive Non-Hodgkin's Lymphoma 1993-09-30
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Biomarkers and surrogate endpoints: Preferred definitions and conceptual framework 2001-03-01 Arthur J. Atkinson Wayne A. Colburn Victor G. DeGruttola David L. DeMets Gregory J. Downing Daniel F. Hoth John A. Oates Carl C. Peck Robert T. Schooley Bert Spilker

Most Recent Works

Action Title Date Authors
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Problems With Noninferiority Designs in PTSD Treatment Research: Losing Signal to Noise 2025-05-01 Sheila A. M. Rauch H. Myra Kim Ron Acierno Peter W. Tuerk Barbara O. Rothbaum
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The Role of Algorithms in Molecular Tumour Boards—Managing the Gap Between Research and Clinic in Precision Medicine 2025-05-01 D Hofmann Elena Esposito
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A non-parametric U-statistic testing approach for multi-arm clinical trials with multivariate longitudinal data 2025-05-01 Dhrubajyoti Ghosh Sheng Luo
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&lt;b&gt;A Comprehensive Review of Bioequivalence Studies: Methodologies, Regulatory Considerations, and Future Directions&lt;/b&gt; 2025-05-02 Liana Susanto
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Pharmacoepidemiology simulation study practices: A methodological review 2025-05-02 Ryan Muddiman Florencia Inés Aiello Battan John Tazare Anna Schultze Fiona Boland Teresa Pérez Li Wei Mary E. Walsh Frank Moriarty
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Prostate Cancer Foundation White Paper on Combination Therapy for Metastatic Hormone-Sensitive Prostate Cancer 2025-05-02 Sigrid Carlsson Pedro Barata Alan H. Bryce Daniel J. George Silke Gillessen Stacy Loeb Bruce Montgomery David Morris Irbaz Bin Riaz Ganesh S. Palapattu
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Performance of Two-Phase Designs for the Time-to-Event Outcome and a Case Study Assessing the Relapse Risk Associated With B-ALL Subtypes 2025-05-01 Wenan Chen Ti‐Cheng Chang Karen R. Rabin Elizabeth A. Raetz Meenakshi Devidas Stephen P. Hunger Nilsa C. Ramirez Charles G. Mullighan Mignon L. Loh Gang Wu
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Large-scale simulation study of active learning models for systematic reviews 2025-05-02 Jelle Jasper Teijema Jonathan De Bruin Ayoub Bagheri Rens van de Schoot
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SYMPOSIUM 1 - New approaches for deriving and applying biological variation data for clinical use 2025-05-01
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Regulations and Regulatory Science, including suboptimal tests and post-market follow-up 2025-05-01
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Comment on "Ablative margin assessment for recurrence prediction in patients with hepatocellular carcinoma receiving radiofrequency ablation" 2025-05-01 Zhe Zhang Cheng-Fei Du
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Bayes factor for major single-case experimental designs: case for alternating treatment design and changing criterion design 2025-05-03 Tsuyoshi Yamada Kensuke Okada
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Multi-group global tests for restricted mean survival time and restricted mean time lost: a variable transformation approach 2025-05-03 Shuyu Chen Mengyao Wang Xin Zhou Wenbin Zhang Chengfeng Zhang Zheng Chen
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The REFRACT trial: implementation of Bayesian power priors in a randomised, sequential phase II adaptive platform trial 2025-05-03 Charlotte Gaskell Kim Linton Mark Bishton Graham McIlroy SiĂąn Lax Sonia Fox Louise Hopkins Rebecca Collings Malcolm Rhodes Tania Seale
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Advancements in toxicological risk assessment: integrating Ferguson’s principle, computational models, and drug safety guidelines, a comprehensive framework for improving risk assessment and resource management in toxicology 2025-05-02 Saurabh Dilip Bhandare
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An Epidemiologic Approach for Estimating Risk Reduction and Asymptotic Power on the Log-Difference Scale 2025-05-01 Jimmy T. Efird
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Clinical Laboratory Parameter–Driven Machine Learning for Participant Selection in Bioequivalence Studies Among Patients With Gastric Cancer: Framework Development and Validation Study 2025-05-05 Byungeun Shon Sook Jin Seong Eun Jung Choi Mi‐Ri Gwon Hae Won Lee Jaechan Park Ho Young Chung Sungmoon Jeong Young‐Ran Yoon
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Federated Target Trial Emulation using Distributed Observational Data for Treatment Effect Estimation 2025-05-05 Haoyang Li Chengxi Zang Zhenxing Xu Weishen Pan Suraj Rajendran Yong Chen Fei Wang
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Editorial: The Brussels International Declaration on Lp(a) Testing and Management—A Call to Action 2025-05-01 Jan BorĂ©n M. John Chapman Chris J. Packard
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A Comprehensive Retrospective Analysis of Trends and Strategic Implications of 505(b)(2) Approvals (2019–2023) 2025-05-05 Ramesh Joga Kailas Vijay Gadekar Kajal Gandhi M Sowndharya Sonali Waikar Rajeev Singh Raghuvanshi Saurabh Srivastava
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Empirical Comparison of Five Parametric Curves in Fifty Dose-Response Studies 2025-05-05 Grant T. Hopkins Charles C. Liu Yajun Wang Ron Yu
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Treatment Selection at Interim Analysis Based on a Correlated Early Endpoint in Adaptive Two-Stage Trials with a Primary Endpoint Based on Count Data 2025-05-06 Lingyun Liu Bingming Yi Ce Yang Yao‐Hua Zhang
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Distribution of the Harmonic Mean of P-values with Application to Multiple Testing 2025-05-06 Jiangtao Gou Ajit C. Tamhane
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Real-World Monitoring Strategies and Predictors guiding the Transition from Active Surveillance to Treatment in ISUP 1 Prostate Cancer 2025-05-06 Giulia Giannini Abdusalam Mousa Eberhard Steiner Nastasiia Artamonova Mona Kafka Isabel Heidegger
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Practical Considerations for Using the TITE-BOIN Design to Handle Late-onset Toxicity or Fast Accrual in Phase I Trials 2025-05-06 Kai Chen Ting-Yu Chen Yiming Zhang Ruitao Lin Ying Yuan
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Clarification for Late Trial Registration and Additional Study Limitations 2025-05-06
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Applying the Principal Stratum Strategy in Equivalence Trials: A Case Study 2025-05-01 Jerome Sepin Thomas P. A. Debray Wei Wei Hans C. Ebbers Cristina Fernández‐Mendívil Marian Mitroiu
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Correction to “Dose Predictions for Drug Design” 2025-05-07 Tristan S. Maurer Dennis A. Smith Kevin Beaumont Li Di
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Estimating Treatment Effects From Observational Data—Calling It a Target Trial Does Not Make It One 2025-05-07 Krista F. Huybrechts Sonia HernĂĄndez–Dı́az
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Combining genetic proxies of drug targets and time-to-event analyses from longitudinal observational data to identify target patient populations 2025-05-07 Luke Zhang Prachi Kulkarni Farshad Farshidfar Whit Tingley Tim Hoey Whedy Wang James R. Priest Sylwia M. Figarska
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Adaptations and Heterogeneity of Treatment Effects in Platform Trials—Protocol for Two Methodological Studies 2025-05-07 Tine Sylvest Meyhoff Aksel Karl Georg Jensen Anders Perner Ewan C. Goligher Marion Campbell Morten Hylander Mþller Anders Granholm
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Shared decision-making for multiple sclerosis using the MS-SUPPORT tool: a plain language summary 2025-05-07 Nananda F. Col Andrew Solomon Enrique Álvarez Lori Pbert Carolina Ionete Idanis Berrios Morales Jennifer Chester Christen Kutz Crystal Iwuchukwu Terrie Livingston
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Sample size estimation revisited 2025-05-07 Grant Abt Colin Boreham Gareth W. Davison Robin C. Jackson Simon Jobson Eric S. Wallace Mark Williams
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Causal mediation analysis in the presence of a common confounder measured with error 2025-05-01 Tarikul Islam A. H. M. Mahbub Latif
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Cost-utility analysis of 177Lu-PSMA-617 radioligand therapy in second-line and third-line treatment for metastatic castration-resistant prostate cancer (mCRPC) in Germany 2025-05-08 Carolin Brinkmann Richard P. Baum Tom Stargardt
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JAMP-Pregabalin 50mg bottles may contain 150mg capsules 2025-05-09
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Data Safety Monitoring and Collateral Benefits in Decentralized Trials 2025-05-04 Deborah R. Barnbaum
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Characteristics, Design and Statistical Methods in Platform Trials: A Systematic Review 2025-05-01 Clément Massonnaud Christof Schönenberger Malena Chiaborelli Selina Ehrenzeller Alexandra Griessbach André Gillibert Matthias Briel Cédric Laouénan
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Consideration for Assessing Data/Models/Tools Expiration Supporting Drug Development and Clinical Decision Making 2025-05-09 Jeffrey S. Barrett M. Turner
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Expanding biobank pharmacogenomics through machine learning calls of structural variation 2025-05-09 Brett Vanderwerff Amy L. Pasternak Lars G. Fritsche Emily M. Bertucci Snehal Patil Michael Boehnke Xiang Zhou Sebastian Zöllner Daniel L. Hertz Matthew Zawistowski
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Learning from the LEAP trial series: Optimizing clinical trial design for combination therapies 2025-05-01 Jiatong Ding Yue Yu Dandan Cui Shujun Xing Dawei Wu Fang Yuan Ning Jiang Peiwen Ma Yale Jiang Dongyan Liu
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Use of Model‐Based Meta‐Analysis to Inform the Design of Early Clinical Trials of Anti‐Amyloid Beta Therapies in Alzheimer's Disease 2025-05-09 Sagar S. Bachhav Ana Victoria Ponce Bobadilla Diana Clausznitzer Sven Stodtmann Hao Xiong
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<i>Statistics in Biopharmaceutical Research</i> Best Papers Award 2025 2025-05-09 Toshimitsu Hamasaki Steven Snapinn
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External Validation of the Nomogram Predicting Locally Advanced Prostate Cancer in Patients Undergoing Robot-Assisted Radical Prostatectomy (the MSUG94 Group) 2025-05-09 Makoto Kawase Takayuki Goto Shin Ebara Tomoyuki Tatenuma Takeshi Sasaki Takuma Ishihara Yoshinori Ikehata Akinori Nakayama Masahiro Toide Tatsuaki Yoneda
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Patients’ Preferences for Attributes of Oral vs Injectable Androgen Deprivation Therapy in Prostate Cancer: A Discrete Choice Experiment 2025-05-01 Sean Collins Agnes Hong Brett Hauber Scott C. Flanders Oliver Will Martine C. Maculaitis Sergio C. Gatoulis Marty Chakoian Jared Thorley
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Statistical Tutorial for Cut‐Point Determination in Immunogenicity Studies 2025-05-01 Yulia Mordashova Xin Huang
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Flexible quantitative bias analysis for unmeasured confounding in subject-level indirect treatment comparisons with proportional hazards violation 2025-05-10 S Soutar Amy MacDougall Jamie Wallis Joseph O’Reilly Lewis Carpenter
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Sequential testing of complementary hypotheses about population density 2025-05-10 Diego F. RincĂłn Izzy McCabe David W. Crowder
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Applying Aggregate Statistical Analyses to Safety Monitoring of Ongoing Clinical Studies, Issues, and Opportunities in a Test Case 2025-05-10 Ed Whalen Steven A. Gilbert J.R. Buchanan
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How to report and discuss subgroup analyses in clinical practice guidelines? Evaluation procedure of the clinical and statistical relevancy 2025-05-11 Kiichiro Ninomiya Satoru Miura Yuko Oya Tomohiro Sakamoto Kentaro Tanaka Shunsuke Teraoka Masahiro Morise Satoshi Morita