MMRM versus MI in Dealing with Missing Data—A Comparison Based on 25 NDA Data Sets

Sample Selection Bias as a Specification Error

Heckman, J. J. (1979) · Econometrica · doi:10.2307/1912352 · Cited by 28,779 · see citing works

Multiple Imputation for Nonresponse in Surveys

Rubin, D. B. (1987) · Wiley Series in Probability and Statistics · doi:10.1002/9780470316696 · Cited by 20,701 · see citing works

Statistical Analysis With Missing Data

Lahiff, M., Little, R. J. A., & Rubin, D. B. (1989) · Journal of the American Statistical Association · doi:10.2307/2289883 · Cited by 17,384 · see citing works

Inference and missing data

RUBIN, D. B. (1976) · Biometrika · doi:10.1093/biomet/63.3.581 · Cited by 9,925 · see citing works

Random-Effects Models for Longitudinal Data

Laird, N. M., & Ware, J. H. (1982) · Biometrics · doi:10.2307/2529876 · Cited by 8,923 · see citing works

Statistical Analysis with Missing Data

Little, R. J. A., & Rubin, D. B. (2002) · Wiley Series in Probability and Statistics · doi:10.1002/9781119013563 · Cited by 8,473 · see citing works

Analysis of Incomplete Multivariate Data

Schafer, J. L. (1997) · doi:10.1201/9781439821862 · Cited by 6,012 · see citing works

Analysis of Incomplete Multivariate Data

Booth, D. E., & Schafer, J. L. (2000) · Technometrics · doi:10.2307/1271466 · Cited by 5,627 · see citing works

Multiple imputation after 18+ years

Rubin, D. B. (1996) · Journal of the American Statistical Association · doi:10.1080/01621459.1996.10476908 · Cited by 4,072 · see citing works

The Calculation of Posterior Distributions by Data Augmentation

Tanner, M. A., & Wong, W. H. (1987) · Journal of the American Statistical Association · doi:10.1080/01621459.1987.10478458 · Cited by 3,929 · see citing works

Journal of the American Statistical Association

Fildes, R. A. (1989) · International Journal of Forecasting · doi:10.1016/0169-2070(89)90106-4 · Cited by 3,706 · see citing works

Linear Mixed Models for Longitudinal Data

Verbeke, G. (1997) · Lecture Notes in Statistics · doi:10.1007/978-1-4612-2294-1_3 · Cited by 3,506 · see citing works

Multiple Imputation After 18+ Years

Rubin, D. B. (1996) · Journal of the American Statistical Association · doi:10.2307/2291635 · Cited by 2,686 · see citing works

Linear Mixed Models for Longitudinal Data

Molenberghs, G., & Verbeke, G. N. (2000) · Springer series in statistics · doi:10.1007/978-1-4419-0300-6 · Cited by 2,681 · see citing works

A comparison of inclusive and restrictive strategies in modern missing data procedures.

Collins, L. M., Schafer, J. L., & Kam, C.-M. (2001) · Psychological Methods · doi:10.1037/1082-989x.6.4.330 · Cited by 2,389 · see citing works

Modeling the Drop-Out Mechanism in Repeated-Measures Studies

Little, R. J. A. (1995) · Journal of the American Statistical Association · doi:10.1080/01621459.1995.10476615 · Cited by 1,522 · see citing works

Informative Drop-Out in Longitudinal Data Analysis

Diggle, P. J., & Kenward, M. G. (1994) · Journal of the Royal Statistical Society Series C (Applied Statistics) · doi:10.2307/2986113 · Cited by 1,472 · see citing works

Missing Data in Clinical Studies

Molenberghs, G., & Kenward, M. G. (2007) · Wiley eBooks · doi:10.1002/9780470510445 · Cited by 969 · see citing works

Missing data in longitudinal studies

Laird, N. M. (1988) · Statistics in Medicine · doi:10.1002/sim.4780070131 · Cited by 713 · see citing works

Estimation and Comparison of Changes in the Presence of Informative Right Censoring by Modeling the Censoring Process

Wu, M. C., & Carroll, R. J. (1988) · Biometrics · doi:10.2307/2531905 · Cited by 539 · see citing works

Estimation and Comparison of Changes in the Presence of Information Right Censoring by Modeling the Censoring Process.

Wu, M. C., & Carroll, R. J. (1987) · doi:10.21236/ada186320 · Cited by 526 · see citing works

A Class of Pattern-Mixture Models for Normal Incomplete Data

Little, R. J. A. (1994) · Biometrika · doi:10.1093/biomet/81.3.471 · Cited by 403 · see citing works

ACCOUNTING FOR DROPOUT BIAS USING MIXED-EFFECTS MODELS

Mallinckrodt, C. H., Clark, W. S., & David, S. R. (2001) · Journal of Biopharmaceutical Statistics · doi:10.1081/bip-100104194 · Cited by 398 · see citing works

Formalizing Subjective Notions About the Effect of Nonrespondents in Sample Surveys

Rubin, D. B. (1977) · Journal of the American Statistical Association · doi:10.1080/01621459.1977.10480610 · Cited by 381 · see citing works

Estimation and comparison of Changes in the Presence of Informative Right Censoring: Conditional Linear Model

Wu, M. C., & Bailey, K. R. (1989) · Biometrics · doi:10.2307/2531694 · Cited by 372 · see citing works

Informative dropout in longitudinal data analysis (with discussion)

Diggle, P. J., & Kenward, M. G. (1994) · Journal of the Royal Statistical Society Series C (Applied Statistics) · Cited by 341 · see citing works

MMRM vs. LOCF: A Comprehensive Comparison Based on Simulation Study and 25 NDA Datasets

Siddiqui, O., Hung, H. M. J., & O'Neill, R. (2009) · Journal of Biopharmaceutical Statistics · doi:10.1080/10543400802609797 · Cited by 301 · see citing works

A multiple imputation strategy for clinical trials with truncation of patient data

Lavori, P. W., Dawson, R., & Shera, D. M. (1995) · Statistics in Medicine · doi:10.1002/sim.4780141707 · Cited by 291 · see citing works

Handling drop‐out in longitudinal clinical trials: a comparison of the LOCF and MMRM approaches

Lane, P. (2008) · Pharmaceutical Statistics · doi:10.1002/pst.267 · Cited by 262 · cited 1× · see citing works

Type I Error Rates from Mixed Effects Model Repeated Measures Versus Fixed Effects Anova with Missing Values Imputed Via Last Observation Carried Forward

Mallinckrodt, C. H., Clark, W. S., & David, S. R. (2001) · Drug Information Journal · doi:10.1177/009286150103500418 · Cited by 160 · see citing works

A comparison of the random-effects pattern mixture model with last-observation-carried-forward(locf) analysis in longitudinal clinical trials with dropouts

Siddiqui, O. I., & Ali, M. W. (1998) · Journal of Biopharmaceutical Statistics · doi:10.1080/10543409808835259 · Cited by 135 · see citing works

Multiple imputation techniques in small sample clinical trials

Barnes, S. A., Lindborg, S. R., & Seaman, J. W. (2005) · Statistics in Medicine · doi:10.1002/sim.2231 · Cited by 112 · see citing works

COMPARISON OF ALTERNATIVE STRATEGIES FOR ANALYSIS OF LONGITUDINAL TRIALS WITH DROPOUTS

Liu, G. F., & Gould, A. L. (2002) · Journal of Biopharmaceutical Statistics · doi:10.1081/bip-120015744 · Cited by 101 · see citing works

The effect of correlation structure on treatment contrasts estimated from incomplete clinical trial data with likelihood-based repeated measures compared with last observation carried forward ANOVA

Mallinckrodt, C. H., Kaiser, C. J., Watkin, J. G., Molenberghs, G., & Carroll, R. J. (2004) · Clinical Trials · doi:10.1191/1740774504cn049oa · Cited by 95 · see citing works

Specification of covariance structure in longitudinal data analysis for randomized clinical trials

Lu, K., & Mehrotra, D. V. (2009) · Statistics in Medicine · doi:10.1002/sim.3820 · Cited by 52 · see citing works

The impact of missing data and how it is handled on the rate of false‐positive results in drug development

Barnes, S. A., Mallinckrodt, C. H., Lindborg, S. R., & Carter, M. K. (2007) · Pharmaceutical Statistics · doi:10.1002/pst.310 · Cited by 44 · see citing works

A Bayesian approach to simultaneously adjusting for verification and reference standard bias in diagnostic test studies

Lu, Y., Dendukuri, N., Schiller, I., & Joseph, L. (2010) · Statistics in Medicine · doi:10.1002/sim.4018 · Cited by 41 · see citing works

MULTIPLE IMPUTATION COMPARED WITH SOME INFORMATIVE DROPOUT PROCEDURES IN THE ESTIMATION AND COMPARISON OF RATES OF CHANGE IN LONGITUDINAL CLINICAL TRIALS WITH DROPOUTS

Ali, M. W., & Siddiqui, O. I. (2000) · Journal of Biopharmaceutical Statistics · doi:10.1081/bip-100101020 · Cited by 24 · see citing works

Phase 3 Trial of RNAi Therapeutic Givosiran for Acute Intermittent Porphyria

Balwani, M., Sardh, E., Ventura, P., Peiró, P. A., Rees, D. C., Stölzel, U., Bissell, D. M., Bonkovsky, H. L., Windyga, J., Anderson, K. E., et al. (2020) · New England Journal of Medicine · doi:10.1056/nejmoa1913147 · Cited by 608 · see citing works

An Inflammatory Biomarker as a Differential Predictor of Outcome of Depression Treatment With Escitalopram and Nortriptyline

Uher, R., Tansey, K. E., Dew, T., Maier, W., Mors, O., Hauser, J., Dernovsek, M. Z., Henigsberg, N., Souery, D., Farmer, A., et al. (2014) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2014.14010094 · Cited by 418 · see citing works

Lisdexamfetamine Dimesylate for Adults with Moderate to Severe Binge Eating Disorder: Results of Two Pivotal Phase 3 Randomized Controlled Trials

McElroy, S. L., Hudson, J., Ferreira-Cornwell, M. C., Radewonuk, J., Whitaker, T., & Gasior, M. (2016) · Neuropsychopharmacology · doi:10.1038/npp.2015.275 · Cited by 254 · see citing works

Patient-Reported Outcome Results From the Open-Label Phase III AURELIA Trial Evaluating Bevacizumab-Containing Therapy for Platinum-Resistant Ovarian Cancer

Stockler, M. R., Hilpert, F., Friedlander, M. L., King, M. T., Wenzel, L. B., Lee, C. K., Joly, F., de Gregorio, N., Arranz, J. Á., Mirza, M. R., et al. (2014) · Journal of Clinical Oncology · doi:10.1200/jco.2013.51.4240 · Cited by 177 · see citing works

Missing Data in Alcohol Clinical Trials: A Comparison of Methods

Hallgren, K. A., & Witkiewitz, K. (2013) · Alcoholism: Clinical and Experimental Research · doi:10.1111/acer.12205 · Cited by 176 · see citing works

Patient-reported outcomes following enzalutamide or placebo in men with non-metastatic, castration-resistant prostate cancer (PROSPER): a multicentre, randomised, double-blind, phase 3 trial

TOMBAL, B. F., Fred Saad, C., Penson, D. F., Hussain, M., Sternberg, C. N., Morlock, R., Ramaswamy, K., Ivanescu, C., & Attard, G. (2019) · The Lancet Oncology · doi:10.1016/s1470-2045(18)30898-2 · Cited by 107 · see citing works

Randomized controlled trial of acceptance and commitment therapy for distress and impairment in OEF/OIF/OND veterans

Lang, A. J., Schnurr, P. P., Jain, S., He, F., Walser, R. D., Bolton, E., Benedek, D. M., Norman, S. B., Sylvers, P., Flashman, L., et al. (2017) · Psychological Trauma: Theory, Research, Practice, and Policy · doi:10.1037/tra0000127 · Cited by 83 · see citing works

Impact of enzalutamide on quality of life in men with metastatic castration-resistant prostate cancer after chemotherapy: additional analyses from the AFFIRM randomized clinical trial

Cella, D., Ivanescu, C., Holmstrom, S., Bui, C. N., Spalding, J., & Fizazi, K. (2015) · Annals of Oncology · doi:10.1093/annonc/mdu510 · Cited by 79 · see citing works

The Placebo Effect in Clinical Trials for Alcohol Dependence: An Exploratory Analysis of 51 Naltrexone and Acamprosate Studies

Litten, R. Z., Castle, I. P., Falk, D. E., Ryan, M., Fertig, J. B., Chen, C. M., & Yi, H. (2013) · Alcoholism Clinical and Experimental Research · doi:10.1111/acer.12197 · Cited by 59 · see citing works

A systematic survey of the methods literature on the reporting quality and optimal methods of handling participants with missing outcome data for continuous outcomes in randomized controlled trials

Zhang, Y., Alyass, A., Vanniyasingam, T., Sadeghirad, B., Flórez, I. D., Pichika, S. C., Kennedy, S. A., Abdulkarimova, U., Zhang, Y., Iljon, T., et al. (2017) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2017.05.016 · Cited by 46 · see citing works

An Internet-supported Physical Activity Intervention Delivered in Secondary Schools Located in Low Socio-economic Status Communities: Study Protocol for the Activity and Motivation in Physical Education (AMPED) Cluster Randomized Controlled Trial

Lonsdale, C., Lester, A., Owen, K. B., White, R. L., Moyes, I., Peralta, L. R., Kirwan, M., Maeder, A. J., Bennie, A., MacMillan, F., et al. (2015) · BMC Public Health · doi:10.1186/s12889-015-2583-7 · Cited by 43 · see citing works

Reporting of missing data and methods used to accommodate them in recent analgesic clinical trials: ACTTION systematic review and recommendations

Gewandter, J. S., McDermott, M., McKeown, A., Smith, S. M., Williams, M. R., Hunsinger, M., Farrar, J. T., Turk, D. C., & Dworkin, R. H. (2014) · Pain · doi:10.1016/j.pain.2014.06.018 · Cited by 39 · see citing works

The Burden of the “False‐Negatives” in Clinical Development: Analyses of Current and Alternative Scenarios and Corrective Measures

Burt, T., Button, K. S., Thom, H. H. Z., Noveck, R. J., & Munafo, M. R. (2017) · Clinical and Translational Science · doi:10.1111/cts.12478 · Cited by 38 · see citing works

Efficacy and safety of olorinab, a full agonist of the cannabinoid receptor 2, for the treatment of abdominal pain in patients with irritable bowel syndrome: Results from a phase 2b randomized placebo‐controlled trial ( CAPTIVATE )

Chang, L., Cash, B. D., Lembo, A. J., Kunkel, D. C., English, B. A., Lindstrom, B., Gu, G., Skare, S., Gilder, K. M., Turner, S. A., et al. (2023) · Neurogastroenterology & Motility · doi:10.1111/nmo.14539 · Cited by 36 · see citing works

Comparison of bias-corrected covariance estimators for MMRM analysis in longitudinal data with dropouts

Gosho, M., Hirakawa, A., Noma, H., Maruo, K., & Sato, Y. (2015) · Statistical Methods in Medical Research · doi:10.1177/0962280215597938 · Cited by 31 · see citing works

Extending the DeLong algorithm for comparing areas under correlated receiver operating characteristic curves with missing data

Zou, L., Choi, Y., Guizzetti, L., Shu, D., Zou, J., & Zou, G. (2024) · Statistics in Medicine · doi:10.1002/sim.10172 · Cited by 30 · see citing works

Concentrated exposure and response prevention for adolescents with obsessive-compulsive disorder: An effectiveness study

Riise, E. N., Kvale, G., Öst, L., Skjold, S. H., Hansen, H., & Hansen, B. K. A. (2016) · Journal of Obsessive-Compulsive and Related Disorders · doi:10.1016/j.jocrd.2016.07.004 · Cited by 29 · see citing works

Effect of Sodium Benzoate vs Placebo Among Individuals With Early Psychosis

Scott, J. G., Baker, A., Lim, C. C. W., Foley, S. R., Dark, F. L., Gordon, A., Ward, D. A., Richardson, D., Bruxner, G., Beckmann, K. M., et al. (2020) · JAMA Network Open · doi:10.1001/jamanetworkopen.2020.24335 · Cited by 29 · see citing works

Concentrated exposure and response prevention for adolescents with obsessive-compulsive disorder: A replication study

Riise, E. N., Kvale, G., Öst, L., Skjold, S. H., & Hansen, B. K. A. (2018) · Journal of Obsessive-Compulsive and Related Disorders · doi:10.1016/j.jocrd.2018.07.002 · Cited by 29 · see citing works

Multigenetic Pharmacogenomics–Guided Treatment vs Treatment As Usual Among Hospitalized Men With Schizophrenia

Kang, Z., Qin, Y., Sun, Y., Lu, Z., Sun, Y., Chen, H., Feng, X., Zhang, Y., Guo, H., Yan, H., et al. (2023) · JAMA Network Open · doi:10.1001/jamanetworkopen.2023.35518 · Cited by 27 · see citing works

On the Multiple Imputation Variance Estimator for Control-Based and Delta-Adjusted Pattern Mixture Models

Tang, Y. (2017) · Biometrics · doi:10.1111/biom.12702 · Cited by 27 · see citing works

A randomized clinical trial examining the impact of LGG probiotic supplementation on psychological status in middle-aged and older adults

Sanborn, V. E., Azcárate-Peril, M. A., Updegraff, J. A., Manderino, L. M., & Gunstad, J. (2018) · Contemporary Clinical Trials Communications · doi:10.1016/j.conctc.2018.11.006 · Cited by 27 · see citing works

Misery loves company: Predictors of treatment response to a loneliness intervention

Cruwys, T., Haslam, C., Haslam, S. A., & Dingle, G. A. (2022) · Psychotherapy Research · doi:10.1080/10503307.2022.2143300 · Cited by 25 · see citing works

Effect of heteroscedasticity between treatment groups on mixed‐effects models for repeated measures

Gosho, M., & Maruo, K. (2018) · Pharmaceutical Statistics · doi:10.1002/pst.1872 · Cited by 22 · see citing works

Symptom Dimension of Interest-Activity Indicates Need for Aripiprazole Augmentation of Escitalopram in Major Depressive Disorder: A CAN-BIND-1 Report

Uher, R., Frey, B. N., Quilty, L. C., Rotzinger, S., Blier, P., Foster, J. A., Müller, D. J., Ravindran, A. V., Soares, C. N., Turecki, G., et al. (2020) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.20m13229 · Cited by 19 · see citing works

Reporting and analysis of repeated measurements in preclinical animals experiments

Zhao, J., Wang, C., Totton, S. C., Cullen, J. N., & O'Connor, A. M. C. (2019) · PLoS ONE · doi:10.1371/journal.pone.0220879 · Cited by 17 · see citing works

A Comparison of Estimand and Estimation Strategies for Clinical Trials in Early Parkinson’s Disease

Noci, A., Wolbers, M., Abt, M., Baayen, C., Burger, H. U., Jin, M., & Robieson, W. (2022) · Statistics in Biopharmaceutical Research · doi:10.1080/19466315.2022.2116476 · Cited by 15 · see citing works

Promoting Psychological Well-Being at Work by Reducing Stress and Improving Sleep: Mixed-Methods Analysis

Meyer, D., Jayawardana, M., Muir, S. D., Ho, D. Y.-T., & Sackett, O. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.9058 · Cited by 13 · see citing works

Fast tipping point sensitivity analyses in clinical trials with missing continuous outcomes under multiple imputation

Gorst‐Rasmussen, A., & Tarp-Johansen, M. J. (2022) · Journal of Biopharmaceutical Statistics · doi:10.1080/10543406.2022.2058525 · Cited by 12 · see citing works

Immunogenicity persistence in children of hepatitis A vaccines Healive® and Havrix®: 11 years follow-up and long-term prediction

Wang, Y., Qi, Y., Xu, W.-G., Hu, Y., Wang, L., Yu, Y., Jiang, Z., Xia, J., Zeng, G., & Wang, Y. (2020) · Human Vaccines & Immunotherapeutics · doi:10.1080/21645515.2020.1715687 · Cited by 12 · see citing works

Clinical Effectiveness of Training for Awareness Resilience and Action Online Compared to Standard Treatment for Adolescents and Young Adults With Depression: Study Protocol and Analysis Plan for a Pragmatic, Multi-Center Randomized Controlled Superiority Trial

Ekbäck, E., Granåsen, G., Svärling, R., Blomqvist, I., & Henje, E. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.674583 · Cited by 10 · see citing works

Psilocybin in the Treatment of Cocaine Use Disorder

Hendricks, P. S., Lappan, S. N., Shelton, R. C., Lahti, A. C., Cropsey, K. L., Johnson, M. W., Bradley, M. K., Simonsson, O., Davis, L. L., Grossman, D. H., et al. (2026) · JAMA Network Open · doi:10.1001/jamanetworkopen.2026.11029 · Cited by 9 · see citing works

Average Response over Time as Estimand: An Alternative Implementation of the While on Treatment Strategy

Ting, N., Huang, L., Deng, Q., & Cappelleri, J. C. (2021) · Statistics in Biosciences · doi:10.1007/s12561-021-09301-x · Cited by 6 · see citing works

Evaluating a targeted support program for mental health carers: a randomised controlled trial

Fitzgeraldson, E., Fitzpatrick, S., Dizon, J., & KAY‐LAMBKIN, F. J. (2024) · Advances in Mental Health · doi:10.1080/18387357.2024.2324103 · Cited by 6 · see citing works

Closed-form REML estimators and sample size determination for mixed effects models for repeated measures under monotone missingness

Tang, Y. (2017) · Statistics in Medicine · doi:10.1002/sim.7270 · Cited by 6 · see citing works

Increasing Awareness of the Importance of Physical Activity and Healthy Nutrition: Results From a Mixed-Methods Evaluation of a Workplace Program

Meyer, D., Jayawardana, M., Muir, S. D., Ho, D. Y.-T., & Sackett, O. (2019) · Journal of Physical Activity and Health · doi:10.1123/jpah.2017-0608 · Cited by 5 · see citing works

Novel uses of healthcare technology for individuals with mild to moderate hip or knee osteoarthritis: The technology, exercise and activity prescription for enhanced mobility (TEAM) study randomized controlled trial protocol

Thornton, J. S., Barton, K. I., Churchill, L., Schulz, J. M., Bryant, D., Ambrose, A., Hart, H. F., Stephenson, D. W. H., Zou, G., Correa, S., et al. (2025) · Osteoarthritis and Cartilage Open · doi:10.1016/j.ocarto.2025.100586 · Cited by 4 · see citing works

A Nonparametric Global Win Probability Approach to the Analysis and Sizing of Randomized Controlled Trials With Multiple Endpoints of Different Scales and Missing Data: Beyond O'Brien–Wei–Lachin

Zou, G., & Zou, L. (2024) · Statistics in Medicine · doi:10.1002/sim.10247 · Cited by 4 · see citing works

Impact of Differential Rates of Disease Progression in Amyloid-Positive Early Alzheimer's Disease: Findings from a Longitudinal Cohort Analysis

Chandler, J., Georgieva, M. V., Desai, U. S., Done, N., Gómez-Liévano, A., Ye, W., Zhao, A., Eid, D., Hilts, A., Kirson, N. Y., et al. (2024) · The Journal of Prevention of Alzheimer s Disease · doi:10.14283/jpad.2024.28 · Cited by 4 · see citing works

Pragmatic controlled trial of a school-based emotion literacy program for 8- to 10-year-old children: study protocol

Calear, A., Macleod, E., Hoye, A., McCallum, S., Morse, A., Farrer, L., & Batterham, P. (2024) · BMC Psychiatry · doi:10.1186/s12888-024-05628-z · Cited by 3 · see citing works

mHealth intervention delivered in general practice to increase physical activity and reduce sedentary behaviour of patients with prediabetes and type 2 diabetes (ENERGISED): statistical analysis plan

Větrovský, T., Král, N., Pfeiferová, M., Seifert, B., Čapek, V., Jurková, K., Šteffl, M., Cimler, R., Kühnová, J., Harris, T. J., et al. (2025) · Trials · doi:10.1186/s13063-025-08865-z · Cited by 3 · see citing works

Which aspects of anhedonia predict response to pharmacotherapy in major depressive disorder?

Uher, R., Rizvi, S. J., Quilty, L. C., Pavlová, B., Nunes, A., Foster, J. A., Lam, R. W. M., Milev, R. V., Müller, D. J., Taylor, V., et al. (2025) · Psychological Medicine · doi:10.1017/s0033291725102894 · Cited by 3 · see citing works

The Chinese version of the immediate mood scaler (IMS): a study evaluating its validity, reliability, and responsiveness in patients with MDD in China

Chen, X., Feng, Z., Li, N., Xiao, L., Xu, C., & Zhu, X. (2025) · BMC Psychiatry · doi:10.1186/s12888-024-06418-3 · Cited by 2 · see citing works

The Association Between Depression, Anxiety and COVID-19 Symptoms

Bartholmae, M. M., Sill, J. M., Karpov, M. V., & Dodani, S. (2023) · JOURNAL OF MENTAL HEALTH AND CLINICAL PSYCHOLOGY · doi:10.29245/2578-2959/2023/2.1277 · Cited by 2 · see citing works

Protocol update and statistical analysis plan for CADENCE-BZ: a randomized clinical trial to assess the efficacy of sodium benzoate as an adjunctive treatment in early psychosis

Cadence Working Group, Lim, C. C. W., Baker, A., Saha, S., Foley, S. R., Gordon, A., Ward, D., Burgher, B., Dark, F. L., Beckmann, M., et al. (2019) · Trials · doi:10.1186/s13063-019-3232-8 · Cited by 2 · see citing works

Mixed-effects Models for Repeated Measures in Longitudinal Data Analysis: An Introduction to Methodology, Theory, and Applications

Gosho, M., & Maruo, K. (2017) · Ouyou toukeigaku · doi:10.5023/jappstat.46.53 · Cited by 1 · see citing works

Performance of LTMLE in the Presence of Missing Data in Control-Matched Longitudinal Studies

Wang, S., Huang, Z., & Zhu, H. (2022) · Statistics in Biopharmaceutical Research · doi:10.1080/19466315.2022.2108136 · Cited by 1 · see citing works

Tackling Loneliness, Ineffective Social Support, and Mental Ill‐Health Among People With Higher Weight

Rathbone, J. A., Cruwys, T., Western, K. A. B., Donaldson, J. L., Haslam, C., Rieger, E., Wheatland, F. T., & Dugdale, P. (2025) · Health Expectations · doi:10.1111/hex.70192 · Cited by 1 · see citing works

Sex differences in health status trajectories among Chinese angina patients: a post-hoc analysis of the GREAT multicenter prospective cohort

Wu, Y., Zhao, X., Cheng, G., Sun, L., Liu, Y., Xu, S., Wu, L., Wei, Y., Liu, W., Miao, L., et al. (2025) · BMC Cardiovascular Disorders · doi:10.1186/s12872-025-04991-3 · Cited by 1 · see citing works

Randomized comparative effectiveness study of 1-session vs 8-session online behavioral treatment for chronic pain: protocol for the national PROGRESS study

Adair, E., Mardian, A. S., Saxena, K., Dorsonne, B., Hailu, A. Y., Heggan, E., Riazi, G., Slater, K., Poupore‐King, H., Clifton, J., et al. (2026) · Pain Medicine · doi:10.1093/pm/pnag027 · Cited by 1 · see citing works

Use of an integrated strip-free blood glucose monitoring system increases frequency of self-monitoring and improves glycemic control: Results from the ExAct study

Maran, A., Tschoepe, D., Mauro, M. D., Fisher, W., Loeffler, K., Vesper, I., Bloethner, S., Mast, O., Weissmann, J., Amann-Zalán, I., et al. (2014) · Journal of Clinical & Translational Endocrinology · doi:10.1016/j.jcte.2014.08.003 · Cited by 2 · see citing works

A Computational Framework for EEG Causal Oscillatory Connectivity.

Rawls, E., Gilmore, C. S., Kummerfeld, E., Lim, K. O., & Nienow, T. M. (2023) · PubMed · Cited by 1 · see citing works

IMAGINE I : Improving adherence by guiding inhalation via electronic monitoring

Wolcherink, M. O. (2019)

The Authors Reply

Groenwold, R. H. H., Donders, A. R. T., Roes, K. C. B., Harrell, F. E., & Moons, K. G. M. (2012) · American Journal of Epidemiology · doi:10.1093/aje/kws216

Additional file 1 of Pragmatic controlled trial of a school-based emotion literacy program for 8- to 10-year-old children: study protocol

Calear, A. L., Macleod, E., Hoye, A. M., McCallum, S. M., Morse, A. R., Farrer, L. M., & Batterham, P. J. (2024) · Figshare · doi:10.6084/m9.figshare.25596449

Additional file 2 of Pragmatic controlled trial of a school-based emotion literacy program for 8- to 10-year-old children: study protocol

Calear, A. L., Macleod, E., Hoye, A. M., McCallum, S. M., Morse, A. R., Farrer, L. M., & Batterham, P. J. (2024) · Figshare · doi:10.6084/m9.figshare.25596537

Interpreting assay sensitivity and population selection in paediatric alopecia areata trials: letter in reply

Blume‐Peytavi, U., Piraccini, B. M., Reygagne, P., Guiraud, J., Mukherjee, B., Guichard, A., Liu, J., Pralong, W., & Harti, S. (2025) · British Journal of Dermatology · doi:10.1093/bjd/ljaf511

Acute Cortical Excitability Change is Associated with Long-Term Working Memory Improvement by HD-tDCS Treatment in Schizophrenia: a TMS-EEG Study

Chen, K., Li, X., Tang, R., Xu, Y., Zhuang, W., Chen, Z., Fu, J., Zhang, C., Li, L., Shao, Y., et al. (2025) · Schizophrenia Bulletin · doi:10.1093/schbul/sbaf241

An Empirical Comparison of Statistical Methods for Estimating Treatment Effects on EQ-5D in Randomized Clinical Trials

Yan, J., Humphries, B., Che, M., Pullenayegum, E., Lee, S. F., & Xie, F. (2026) · Value in Health · doi:10.1016/j.jval.2026.04.009

Efficacy and safety of invasive laser acupuncture (650 and 830 nm) on knee osteoarthritis: A pilot randomized clinical trial

Jang, R., Yang, C., Kim, J., Nam, D., Shin, J.-C., Park, G.-C., Kang, B.-K., Shin, K.-M., & Kim, A.-R. (2026) · PLoS ONE · doi:10.1371/journal.pone.0353654

Safety and efficacy of psilocybin-assisted therapy for alcohol use disorder: Open-label extension of a phase II randomized controlled trial

Pagni, B. A., Ross, S., Mennenga, S. E., Bhatt, S. R., Zeifman, R. J., Petridis, P. D., Carrithers, B. M., Worth, L., Podrebarac, S. K., Owens, L. T., et al. (2026) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2026.113387

Mediterranean-ketogenic vs. medium-chain triglyceride supplemented Mediterranean diet: Effects on the gut-brain-immune axis in Parkinson’s disease

Tosefsky, K. N., Schaffner, S. L., Lam, J. S. T., Wang, Y. N., Keymanesh, S., Kuan, A. J., Metcalfe‐Roach, A., Cirstea, M. S., Sacheli, M., Morelli, T. F., et al. (2026) · iScience · doi:10.1016/j.isci.2026.117981

MMRM vs. LOCF: A Comprehensive Comparison Based on Simulation Study and 25 NDA Datasets

Siddiqui, O., Hung, H. M. J., & O'Neill, R. (2009) · Journal of Biopharmaceutical Statistics · doi:10.1080/10543400802609797 · Cited by 301 · see citing works

Comparing different methods in non-inferiority trials with missing data

Wu, Z. (2013) · Chinese Journal of Disease Control and Prevention

An Empirical Comparison of Statistical Methods for Missing Data in Randomized, Double-Blind, Placebo-Controlled, Phase 3 Clinical Trials for Chronic Pain and Lipid-Lowering Products

Gnang, J. S., Kim, Y., Ren, Y., Travis, J., & Kim, Y. (2020) · Therapeutic Innovation & Regulatory Science · doi:10.1007/s43441-020-00168-6

Handling drop‐out in longitudinal clinical trials: a comparison of the LOCF and MMRM approaches

Lane, P. (2008) · Pharmaceutical Statistics · doi:10.1002/pst.267 · Cited by 262 · see citing works

Regulatory Experiences with the Use of Multiple Imputation for Missing Data in a Phase 3 Confirmatory Trial

Sassi-Sayadi, M., Verweij, P., & Cornelisse, P. (2025) · Therapeutic Innovation & Regulatory Science · doi:10.1007/s43441-025-00872-1 · Cited by 1 · see citing works