References

Allison, P. D. 2010. Survival Analysis Using SAS: A Practical Guide. 2nd ed. Cary, NC: SAS Press.

———. 2012. “When Can You Safely Ignore Multicollinearity?” statisticalhorizons.com/multicollinearity; Statistical Horizons.

Alsuwaidi, Ahmed R., Farida I. Al Hosani, Shammah Al Memari, Hassib Narchi, Laila Abdel Wareth, Hazem Kamal, Mai Al Ketbi, et al. 2021. “Seroprevalence of COVID-19 Infection in the Emirate of Abu Dhabi, United Arab Emirates: A Population-Based Cross-Sectional Study.” International Journal of Epidemiology 50 (4): 1077–90. https://doi.org/10.1093/ije/dyab077.

Altieri, Nick, Rebecca L Barter, James Duncan, Raaz Dwivedi, Karl Kumbier, Xiao Li, Robert Netzorg, et al. 2021. “Curating a COVID-19 Data Repository and Forecasting County-Level Death Counts in the United States.” Harvard Data Science Review (Special Issue 1). https://doi.org/10.1162/99608f92.1d4e0dae.

Altman, Douglas G. 1985. “Comparability of Randomised Groups.” Journal of the Royal Statistical Society. Series D (The Statistician) 34 (1): 125–36. https://doi.org/10.2307/2987510.

American Medical Association. 2020. “New AMA Policies Recognize Race as a Social, Not Biological, Construct.” AMA Press Releases. www.ama-assn.org/press-center/press-releases/new-ama-policies-recognize-race-social-not-biological-construct.

Babyak, Michael A. 2004. “What You See May Not Be What You Get: A Brief, Nontechnical Introduction to Overfitting in Regression-Type Models.” Psychosomatic Medicine 66 (3): 411–21.

Blakesley, Richard E., Sati Mazumdar, Mary Amanda Dew, Patricia R. Houck, Gong Tang, Charles F. Reynolds, and Meryl A. Butters. 2009. “Comparisons of Methods for Multiple Hypothesis Testing in Neuropsychological Research.” Neuropsychology 23 (2): 255–64. https://doi.org/10.1037/a0012850.

Box, G. E. P., and D. R. Cox. 1964. “An Analysis of Transformations.” Journal of the Royal Statistical Society. Series B (Methodological) 26 (2): 211–52. www.jstor.org/stable/2984418.

Burris, Heather H., Scott A. Lorch, Haresh Kirpalani, DeWayne M. Pursley, Michal A. Elovitz, and Jane E. Clougherty. 2019. “Racial Disparities in Preterm Birth in USA: A Biosensor of Physical and Social Environmental Exposures.” Archives of Disease in Childhood 104 (10): 931–35. https://doi.org/10.1136/archdischild-2018-316486.

Carlson, Robert G., Ramzi W. Nahhas, Silvia S. Martins, and Raminta Daniulaityte. 2016. “Predictors of Transition to Heroin Use Among Initially Non-Opioid Dependent Illicit Pharmaceutical Opioid Users: A Natural History Study.” Drug and Alcohol Dependence 160: 127–34. https://doi.org/10.1016/j.drugalcdep.2015.12.026.

Centers for Disease Control and Prevention (CDC). National Center for Health Statistics (NCHS). 2017. “National Health and Nutrition Examination Survey Data.” Hyattsville, MD: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention, wwwn.cdc.gov/nchs/nhanes/continuousnhanes/default.aspx?BeginYear=2017.

Cook, R. D. 1977. “Detection of Influential Observation in Linear Regression.” Technometrics 19 (1): 15–18. https://doi.org/10.2307/1268249.

Cox, D. R. 1972. “Regression Models and Life-Tables.” Journal of the Royal Statistical Society. Series B (Methodological) 34 (2): 187–220. http://www.jstor.org/stable/2985181.

Dales, L. G., and H. K. Ury. 1978. “An Improper Use of Statistical Significance Testing in Studying Covariables.” International Journal of Epidemiology 7 (4): 373–75. https://doi.org/10.1093/ije/7.4.373.

Dawber, Thomas R., Gilcin F. Meadors, and Felix E. Moore. 1951. “Epidemiological Approaches to Heart Disease: The Framingham Study.” American Journal of Public Health and the Nations Health 41 (3): 279–86. www.ncbi.nlm.nih.gov/pmc/articles/PMC1525365/.

Degerud, Eirik, Gudrun Høiseth, Jørg Mørland, Inger Ariansen, Sidsel Graff-Iversen, Eivind Ystrom, Luisa Zuccolo, Grethe S Tell, and Oyvind Næss. 2021. “Associations of Binge Drinking with the Risks of Ischemic Heart Disease and Stroke: A Study of Pooled Norwegian Health Surveys.” American Journal of Epidemiology 190 (8): 1592–1603. https://doi.org/10.1093/aje/kwab063.

Diggle, Peter J., Patrick Heagerty, Kung-Yee Liang, and Scott L. Zeger. 2002. Analysis of Longitudinal Data. Oxford: Oxford University Press.

Donoghoe, Mark W., and Ian C. Marschner. 2018. “logbin: An R Package for Relative Risk Regression Using the Log-Binomial Model.” Journal of Statistical Software 86.9: 1–22. https://doi.org/10.18637/jss.v086.i09.

Efron, Bradley. 2013. Large-Scale Inference: Empirical Bayes Methods for Estimation, Testing, and Prediction. Reprint. Cambridge: Cambridge University Press.

———. 2023. Exponential Families in Theory and Practice. Cambridge: Cambridge University Press.

Enders, Craig K. 2010. Applied Missing Data Analysis. Guilford Press, New York, NY.

Errickson, Josh. 2023. howManyImputations: Calculate How Many Imputations Are Needed for Multiple Imputation. https://errickson.net/howManyImputations/.

Fagerland, Morten W., and David W. Hosmer. 2013. “A Goodness-of-Fit Test for the Proportional Odds Regression Model.” Statistics in Medicine 32 (13): 2235–49. https://doi.org/10.1002/sim.5645.

Falissard, Bruno. 2022. Psy: Various Procedures Used in Psychometrics. CRAN.R-project.org/package=psy.

Faraway, Julian J. 1992. “On the Cost of Data Analysis.” Journal of Computational and Graphical Statistics 1 (3): 213–29. https://doi.org/10.2307/1390717.

———. 2016. Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models. 2nd ed. Boca Raton: Chapman & Hall/CRC Press.

Fitzmaurice, Garrett, Nan M. Laird, and James H. Ware. 2011. Applied Longitudinal Analysis. 2nd ed. Hoboken: John Wiley & Sons, Inc.

Forman, Robert F, Dace Svikis, Ivan D Montoya, and Jack Blaine. 2004. “Selection of a Substance Use Disorder Diagnostic Instrument by the National Drug Abuse Treatment Clinical Trials Network.” Journal of Substance Abuse Treatment 27 (1): 1–8. https://doi.org/10.1016/j.jsat.2004.03.012.

Fox, John. 2015. Applied Regression Analysis and Generalized Linear Models. 3rd ed. Los Angeles: Sage Publications, Inc.

Fox, John, and Georges Monette. 1992. “Generalized Collinearity Diagnostics.” Journal of the American Statistical Association 87 (417): 178–83. https://doi.org/10.1080/01621459.1992.10475190.

Fox, John, and Sanford Weisberg. 2019. An R Companion to Applied Regression. 3rd ed. Los Angeles: Sage Publications, Inc.

Fox, John, Sanford Weisberg, and Brad Price. 2023. Car: Companion to Applied Regression. https://r-forge.r-project.org/projects/car/.

Friedman, Jerome H., Trevor Hastie, and Rob Tibshirani. 2010. “Regularization Paths for Generalized Linear Models via Coordinate Descent.” Journal of Statistical Software 33: 1–22. https://doi.org/10.18637/jss.v033.i01.

Gail, Mitchell H., Jay H. Lubin, and Lawrence V. Rubinstein. 1981. “Likelihood Calculations for Matched Case-Control Studies and Survival Studies with Tied Death Times.” Biometrika 68 (3): 703–7. https://doi.org/10.2307/2335457.

Gohel, David, and Panagiotis Skintzos. 2023. Flextable: Functions for Tabular Reporting. https://ardata-fr.github.io/flextable-book/.

Grambsch, Patricia M., and Terry M. Therneau. 1994. “Proportional Hazards Tests and Diagnostics Based on Weighted Residuals.” Biometrika 81 (3): 515–26. https://doi.org/10.2307/2337123.

———. 2000. Modeling Survival Data: Extending the Cox Model. New York: Springer.

Greenland, Sander. 1994. “Alternative Models for Ordinal Logistic Regression.” Statistics in Medicine 13 (16): 1665–77. https://doi.org/10.1002/sim.4780131607.

———. 2000. “When Should Epidemiologic Regressions Use Random Coefficients?” Biometrics 56 (3): 915–21. www.jstor.org/stable/2676943.

Greenland, Sander, and Albert Hofman. 2019. “Multiple Comparisons Controversies Are about Context and Costs, Not Frequentism Versus Bayesianism.” European Journal of Epidemiology 34 (9): 801–8. https://doi.org/10.1007/s10654-019-00552-z.

Greenland, Sander, Mohammad Ali Mansournia, and Douglas G. Altman. 2016. “Sparse Data Bias: A Problem Hiding in Plain Sight.” BMJ (Clinical Research Ed.) 352: i1981. https://doi.org/10.1136/bmj.i1981.

Greenland, Sander, Stephen J. Senn, Kenneth J. Rothman, John B. Carlin, Charles Poole, Steven N. Goodman, and Douglas G. Altman. 2016. “Statistical Tests, p-Values, Confidence Intervals, and Power: A Guide to Misinterpretations.” The American Statistician 70 (2): Online Supplement, 1–12. https://doi.org/10.1080/00031305.2016.1154108.

Grund, Simon, Oliver Lüdtke, and Alexander Robitzsch. 2016. “Pooling ANOVA Results from Multiply Imputed Datasets: A Simulation Study.” Methodology: European Journal of Research Methods for the Behavioral and Social Sciences 12 (3): 75–88. https://doi.org/10.1027/1614-2241/a000111.

Grund, Simon, Alexander Robitzsch, and Oliver Luedtke. 2023. Mitml: Tools for Multiple Imputation in Multilevel Modeling. CRAN.R-project.org/package=mitml.

Hahs-Vaughn, Debbie L., Christine M. McWayne, Rebecca J. Bulotsky-Shearer, Xiaoli Wen, and Ann-Marie Faria. 2011. “Methodological Considerations in Using Complex Survey Data: An Applied Example with the Head Start Family and Child Experiences Survey.” Evaluation Review 35 (3): 269–303. https://doi.org/10.1177/0193841X11412071.

Harrell, Frank E, Jr. 2015. Regression Modeling Strategies. 2nd ed. Switzerland: Springer International Publishing.

———. 2023. Hmisc: Harrell Miscellaneous. https://hbiostat.org/R/Hmisc/.

Harrington, David P., and Thomas R. Fleming. 1982. “A Class of Rank Test Procedures for Censored Survival Data.” Biometrika 69 (3): 553–66. https://doi.org/10.2307/2335991.

Hastie, Trevor, Robert Tibshirani, and Jerome Friedman. 2016. The Elements of Statistical Learning: Data Mining, Inference, and Prediction. 2nd ed. New York, NY: Springer.

Hawkins, D. M., and S. Weisberg. 2017. “Combining the Box-Cox Power and Generalised Log Transformations to Accommodate Nonpositive Responses in Linear and Mixed-Effects Linear Models.” South African Statistical Journal 51 (2): 317–28. https://doi.org/10.10520/EJC-bd05f9440.

Hayes, Andrew F. 2022. Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach. 3rd ed. New York, NY: The Guilford Press.

Hayes, Andrew F., and Li Cai. 2007. “Using Heteroskedasticity-Consistent Standard Error Estimators in OLS Regression: An Introduction and Software Implementation.” Behavior Research Methods 39 (4): 709–22. https://doi.org/10.3758/BF03192961.

Hebbali, Aravind. 2024. Olsrr: Tools for Building OLS Regression Models. https://olsrr.rsquaredacademy.com/.

Heinze, Georg, Meinhard Ploner, Lena Jiricka, and Gregor Steiner. 2023a. Coxphf: Cox Regression with Firth’s Penalized Likelihood. https://cemsiis.meduniwien.ac.at/kb/wf/software/statistische-software/fccoxphf/.

———. 2023b. Logistf: Firth’s Bias-Reduced Logistic Regression. https://cemsiis.meduniwien.ac.at/en/kb/science-research/software/statistical-software/firth-correction/.

Heinze, Georg, and Michael Schemper. 2002. “A Solution to the Problem of Separation in Logistic Regression.” Statistics in Medicine 21 (16): 2409–19. https://doi.org/10.1002/sim.1047.

Hommel, G. 1988. “A Stagewise Rejective Multiple Test Procedure Based on a Modified Bonferroni Test.” Biometrika 75 (2): 383–86. https://doi.org/10.1093/biomet/75.2.383.

Hosmer, David W., and Stanley Lemeshow. 2000. Applied Logistic Regression. 2nd ed. New York: John Wiley & Sons.

Hudziak, James J., John E. Helzer, Martin W. Wetzel, Keith B. Kessel, Barbara McGee, Aleksandar Janca, and Thomas Przybeck. 1993. “The Use of the DSM-III-R Checklist for Initial Diagnostic Assessments.” Comprehensive Psychiatry 34 (6): 375–83. https://doi.org/10.1016/0010-440X(93)90061-8.

Iannone, Richard, Joe Cheng, Barret Schloerke, Ellis Hughes, Alexandra Lauer, and JooYoung Seo. 2023. Gt: Easily Create Presentation-Ready Display Tables. https://gt.rstudio.com.

Jackson, Christopher. 2023. Flexsurv: Flexible Parametric Survival and Multi-State Models. https://github.com/chjackson/flexsurv-dev.

James, Gareth, Daniela Witten, Trevor Hastie, and Robert Tibshirani. 2021. An Introduction to Statistical Learning: With Applications in R. 2nd ed. New York, NY: Springer.

Kassambara, Alboukadel, Marcin Kosinski, and Przemyslaw Biecek. 2021. Survminer: Drawing Survival Curves Using Ggplot2. https://rpkgs.datanovia.com/survminer/index.html.

Katikireddi, Srinivasa Vittal, Sham Lal, Enitan D. Carrol, Claire L. Niedzwiedz, Kamlesh Khunti, Ruth Dundas, Finn Diderichsen, and Ben Barr. 2021. “Unequal Impact of the COVID-19 Crisis on Minority Ethnic Groups: A Framework for Understanding and Addressing Inequalities.” J Epidemiol Community Health 75 (10): 970–74. https://doi.org/10.1136/jech-2020-216061.

Klein, John P., and Melvin L. Moeschberger. 2010. Survival Analysis: Techniques for Censored and Truncated Data. New York, NY: Springer.

Kleinman, Ken, and Nicholas J. Horton. 2014. SAS and R. 2nd ed. Boca Raton: Routledge.

Kroenke, Kurt, and Robert L. Spitzer. 2002. “The PHQ-9: A New Depression Diagnostic and Severity Measure.” Psychiatric Annals 32 (9): 509–15. https://doi.org/10.3928/0048-5713-20020901-06.

Kroenke, Kurt, Robert L Spitzer, and Janet B W Williams. 2001. “The PHQ-9.” Journal of General Internal Medicine 16 (9): 606–13. https://doi.org/10.1046/j.1525-1497.2001.016009606.x.

Laird, Nan M., and James H. Ware. 1982. “Random-Effects Models for Longitudinal Data.” Biometrics 38 (4): 963–74. https://doi.org/10.2307/2529876.

Lele, Subhash R., Jonah L. Keim, and Peter Solymos. 2023. ResourceSelection: Resource Selection (Probability) Functions for Use-Availability Data. https://github.com/psolymos/ResourceSelection.

Li, Kim Hung, Xiao Li Meng, T. E. Raghunathan, and Donald B. Rubin. 1991. “Significance Levels from Repeated p-Values with Multiply-Imputed Data.” Statistica Sinica 1 (1): 65–92. www.jstor.org/stable/24303994.

Liang, K Y, and S L Zeger. 1993. “Regression Analysis for Correlated Data.” Annual Review of Public Health 14 (1): 43–68. https://doi.org/10.1146/annurev.pu.14.050193.000355.

Liang, Kung-Yee, and Scott L. Zeger. 1986. “Longitudinal Data Analysis Using Generalized Linear Models.” Biometrika 73 (1): 13–22. https://doi.org/10.2307/2336267.

Little, Roderick J. A., and Donald B. Rubin. 2019. Statistical Analysis with Missing Data. 3rd ed. Hoboken, NJ: Wiley.

Liu, Benmei, Mandi Yu, Barry I Graubard, Richard P Troiano, and Nathaniel Schenker. 2016. “Multiple Imputation of Completely Missing Repeated Measures Data Within Person from a Complex Sample: Application to Accelerometer Data in the National Health and Nutrition Examination Survey.” Statistics in Medicine 35 (28): 5170–88. https://doi.org/10.1002/sim.7049.

Logan, John A. 1983. “A Multivariate Model for Mobility Tables.” American Journal of Sociology 89 (2): 324–49. www.jstor.org/stable/2779144.

Lohr, Sharon L. 2021. Sampling: Design and Analysis. 3rd ed. Boca Raton: Chapman & Hall/CRC Press.

Lüdecke, Daniel. 2021. Sjmisc: Data and Variable Transformation Functions. https://strengejacke.github.io/sjmisc/.

———. 2023. sjPlot: Data Visualization for Statistics in Social Science. https://strengejacke.github.io/sjPlot/.

Lumley, Thomas. 2004. “Analysis of Complex Survey Samples.” Journal of Statistical Software 9 (1): 1–19.

———. 2010. Complex Surveys: A Guide to Analysis Using r: A Guide to Analysis Using r. Hoboken: John Wiley & Sons.

———. 2023. Survey: Analysis of Complex Survey Samples. http://r-survey.r-forge.r-project.org/survey/.

Lumley, Thomas, and Alastair Scott. 2013. “Partial Likelihood Ratio Tests for the Cox Model Under Complex Sampling.” Statistics in Medicine 32 (1): 110–23. https://doi.org/10.1002/sim.5492.

———. 2014. “Tests for Regression Models Fitted to Survey Data.” Australian & New Zealand Journal of Statistics 56 (1): 1–14. https://doi.org/10.1111/anzs.12065.

———. 2017. “Fitting Regression Models to Survey Data.” Statistical Science 32 (2): 265–78. https://doi.org/10.1214/16-STS605.

Mahmood, Syed S., Daniel Levy, Ramachandran S. Vasan, and Thomas J. Wang. 2014. “The Framingham Heart Study and the Epidemiology of Cardiovascular Diseases: A Historical Perspective.” Lancet 383 (9921): 999–1008. https://doi.org/10.1016/S0140-6736(13)61752-3.

Mansournia, Mohammad Ali, Angelika Geroldinger, Sander Greenland, and Georg Heinze. 2018. “Separation in Logistic Regression: Causes, Consequences, and Control.” American Journal of Epidemiology 187 (4): 864–70. https://doi.org/10.1093/aje/kwx299.

Matsuzawa, Y. 2006. “The Metabolic Syndrome and Adipocytokines.” FEBS Lett 580 (12): 2917–21. https://doi.org/10.1016/j.febslet.2006.04.028.

Meghani, Salimah H., and Jesse Chittams. 2015. “Controlling for Socioeconomic Status in Pain Disparities Research: All-Else-Equal Analysis When “All Else” Is Not Equal.” Pain Medicine 16 (12): 2222–25. https://doi.org/10.1111/pme.12829.

Michalowicz, Bryan S., James S. Hodges, Anthony J. DiAngelis, Virginia R. Lupo, M. John Novak, James E. Ferguson, William Buchanan, et al. 2006. “Treatment of Periodontal Disease and the Risk of Preterm Birth.” The New England Journal of Medicine 355 (18): 1885–94. https://doi.org/10.1056/NEJMoa062249.

Moher, D., S. Hopewell, K. F Schulz, V. Montori, P. C Gotzsche, P J Devereaux, D. Elbourne, M. Egger, and D. G Altman. 2010. “CONSORT 2010 Explanation and Elaboration: Updated Guidelines for Reporting Parallel Group Randomised Trials.” BMJ 340 (March): c869. https://doi.org/10.1136/bmj.c869.

Nahhas, Ramzi W. 2024. “An Introduction to R for Research.” bookdown.org/rwnahhas/IntroToR.

National Center for Health Statistics. 2021a. “NHANES - About the National Health and Nutrition Examination Survey.” www.cdc.gov/nchs/nhanes.

———. 2021b. “NHANES Questionnaires, Datasets, and Related Documentation.” wwwn.cdc.gov/nchs/nhanes/Default.aspx.

———. 2022. “Birth Data.” www.cdc.gov/nchs/nvss/births.htm.

National Heart, Lung and Blood Institute. 2022. “About BioLINCC.” biolincc.nhlbi.nih.gov/about.

Olivier, Christoph B., Lasse Struß, Nathalie Sünnen, Klaus Kaier, Lukas A. Heger, Dirk Westermann, Joerg J. Meerpohl, and Kenneth W. Mahaffey. 2024. “Accuracy of Event Rate and Effect Size Estimation in Major Cardiovascular Trials: A Systematic Review.” JAMA Network Open 7 (4): e248818. https://doi.org/10.1001/jamanetworkopen.2024.8818.

Pinheiro, José C, and Douglas M Bates. 2000. Mixed-Effects Models in s and s-PLUS. New York: Springer-Verlag.

Pinheiro, José, Douglas Bates, and R Core Team. 2023. Nlme: Linear and Nonlinear Mixed Effects Models. https://svn.r-project.org/R-packages/trunk/nlme/.

Quartagno, M, J R Carpenter, and H Goldstein. 2020. “Multiple Imputation with Survey Weights: A Multilevel Approach.” Journal of Survey Statistics and Methodology 8 (5): 965–89. https://doi.org/10.1093/jssam/smz036.

R Core Team. 2022. “R: A Language and Environment for Statistical Computing.” www.R-project.org.

Rafi, Zad, and Sander Greenland. 2020a. “Semantic and Cognitive Tools to Aid Statistical Science: Replace Confidence and Significance by Compatibility and Surprise.” BMC Medical Research Methodology 20 (1): 244. https://doi.org/10.1186/s12874-020-01105-9.

———. 2020b. “Technical Issues in the Interpretation of S-Values and Their Relation to Other Information Measures.” arXiv stat (arXiv:2008.12991v3). https://doi.org/10.48550/arXiv.2008.12991.

Rao, J. N. K., and A. J. Scott. 1984. “On Chi-Squared Tests for Multiway Contingency Tables with Cell Proportions Estimated from Survey Data.” The Annals of Statistics 12 (1): 46–60. www.jstor.org/stable/2241033.

Rebora, Paola, Agus Salim, and Marie Reilly. 2018. Bshazard: Nonparametric Smoothing of the Hazard Function. CRAN.R-project.org/package=bshazard.

Rich, Benjamin. 2023. Table1: Tables of Descriptive Statistics in HTML. https://github.com/benjaminrich/table1.

Ripley, Brian. 2023. MASS: Support Functions and Datasets for Venables and Ripley’s MASS. http://www.stats.ox.ac.uk/pub/MASS4/.

Robitzsch, Alexander, Simon Grund, and Thorsten Henke. 2023. Miceadds: Some Additional Multiple Imputation Functions, Especially for Mice. https://github.com/alexanderrobitzsch/miceadds.

Rogers, Nina T, Joanna M Blodgett, Samuel D Searle, Rachel Cooper, Daniel H J Davis, and Snehal M Pinto Pereira. 2021. “Early-Life Socioeconomic Position and the Accumulation of Health-Related Deficits by Midlife in the 1958 British Birth Cohort Study.” American Journal of Epidemiology 190 (8): 1550–60. https://doi.org/10.1093/aje/kwab038.

Rolland, C., M. Hession, and I. Broom. 2011. “Effect of Weight Loss on Adipokine Levels in Obese Patients.” Diabetes Metab Syndr Obes 4: 315–23. https://doi.org/10.2147/DMSO.S22788.

Rothman, Kenneth J. 1990. “No Adjustments Are Needed for Multiple Comparisons.” Epidemiology 1 (1): 43–46. http://www.ncbi.nlm.nih.gov/pubmed/2081237.

Rothman, Kenneth J., Sander Greenland, and Timothy L. Lash. 2008. Modern Epidemiology. 3rd ed. Philadelphia, PA: Lippincott Williams & Wilkins.

Rubin, Donald B. 1976. “Inference and Missing Data.” Biometrika 63 (3): 581–92. http://www.jstor.org/stable/2335739.

———. 1987. Multiple Imputation for Nonresponse in Surveys. New York: John Wiley & Sons, Inc.

———. 1996. “Multiple Imputation After 18+ Years.” J Am Stat Assoc 91 (434): 473–89. https://doi.org/10.2307/2291635.

Sakai-Bizmark, Rie, Hiraku Kumamaru, Dennys Estevez, Emily H Marr, Edith Haghnazarian, Lauren E M Bedel, Laurie A Mena, and Mark S Kaplan. 2021. “Health-Care Utilization Due to Suicide Attempts Among Homeless Youth in New York State.” American Journal of Epidemiology 190 (8): 1582–91. https://doi.org/10.1093/aje/kwab037.

Sarkar, Sanat K. 1998. “Some Probability Inequalities for Ordered MTP 2  Random Variables: A Proof of the Simes Conjecture.” The Annals of Statistics 26 (2): 494–504. https://doi.org/10.1214/aos/1028144846.

Sarkar, Sanat K., and Chung-Kuei Chang. 1997. “The Simes Method for Multiple Hypothesis Testing with Positively Dependent Test Statistics.” Journal of the American Statistical Association 92 (440): 1601–8. https://doi.org/10.1080/01621459.1997.10473682.

Schmidt, Amand F., and Chris Finan. 2018. “Linear Regression and the Normality Assumption.” Journal of Clinical Epidemiology 98 (June): 146–51. https://doi.org/10.1016/j.jclinepi.2017.12.006.

Schnake-Mahl, Alina S, and Usama Bilal. 2021. “Schnake-Mahl and Bilal Respond to “Structural racism and COVID-19 mortality in the US”.” American Journal of Epidemiology 190 (8): 1447–51. https://doi.org/10.1093/aje/kwab058.

Senn, S. 1994. “Testing for Baseline Balance in Clinical Trials.” Statistics in Medicine 13 (17): 1715–26. https://doi.org/10.1002/sim.4780131703.

Sjoberg, Daniel D., Joseph Larmarange, Michael Curry, Jessica Lavery, Karissa Whiting, and Emily C. Zabor. 2023. Gtsummary: Presentation-Ready Data Summary and Analytic Result Tables. https://github.com/ddsjoberg/gtsummary.

Sjoberg, Daniel D., Karissa Whiting, Michael Curry, Jessica A. Lavery, and Joseph Larmarange. 2021. “Reproducible Summary Tables with the Gtsummary Package.” The R Journal 13: 570–80. https://doi.org/10.32614/RJ-2021-053.

Skinner, Chris, and Jon Wakefield. 2017. “Introduction to the Design and Analysis of Complex Survey Data.” Statistical Science 32 (2): 165–75. https://doi.org/10.1214/17-STS614.

Steyerberg, Ewout W. 2009. Clinical Prediction Models: A Practical Approach to Development, Validation, and Updating. New York, NY: Springer.

Therneau, T., C. S. Crowson, and E. J. Atkinson. 2015. “Adjusted Surival Curves.” cran.r-project.org/web/packages/survival/vignettes/adjcurve.pdf.

———. 2023. “Using Time Dependent Covariates and Time Dependent Coefficients in the Cox Model.” cran.r-project.org/web/packages/survival/vignettes/timedep.pdf.

Therneau, Terry M. 2023. Survival: Survival Analysis. https://github.com/therneau/survival.

United Nations Development Programme. 2020. “Human Development Data.” http://hdr.undp.org/en/content/copyright-and-terms-use.

U.S. Department of Health and Human Services, Substance Abuse and Mental Health Services Administration, Center for Behavioral Health Statistics and Quality. 2019. “National Survey on Drug Use and Health 2019 (NSDUH-2019-DS0001).” www.samhsa.gov/data/data-we-collect/nsduh-national-survey-drug-use-and-health.

van Buuren, Stef. 2018. Flexible Imputation of Missing Data. 2nd ed. Boca Raton: Chapman & Hall/CRC Press.

van Buuren, Stef, and Karin Groothuis-Oudshoorn. 2011. “mice: Multivariate Imputation by Chained Equations in R.” Journal of Statistical Software 45 (3): 1–67. https://doi.org/10.18637/jss.v045.i03.

———. 2023. Mice: Multivariate Imputation by Chained Equations. https://github.com/amices/mice.

Vandenbroucke, Jan P., Erik von Elm, Douglas G. Altman, Peter C. Gøtzsche, Cynthia D. Mulrow, Stuart J. Pocock, Charles Poole, James J. Schlesselman, Matthias Egger, and for the STROBE Initiative. 2007. “Strengthening the Reporting of Observational Studies in Epidemiology (STROBE): Explanation and Elaboration.” Epidemiology 18 (6): 805–35. https://doi.org/10.1097/EDE.0b013e3181577511.

Venables, W.N., and B.D. Ripley. 2002. Modern Applied Statistics with s. 4th ed. New York: Springer.

von Hippel, Paul T. 2009. “How to Impute Interactions, Squares, and Other Transformed Variables.” Sociological Methodology 39 (1): 265–91. https://doi.org/10.1111/j.1467-9531.2009.01215.x.

———. 2019. “How Many Imputations Do You Need?” statisticalhorizons.com/how-many-imputations; Statistical Horizons.

———. 2020. “How Many Imputations Do You Need? A Two-Stage Calculation Using a Quadratic Rule.” Sociological Methods & Research 49 (3): 699–718. https://doi.org/10.1177/0049124117747303.

Warnes, Gregory R., Ben Bolker, Thomas Lumley, and Randall C. Johnson. 2022. Gmodels: Various r Programming Tools for Model Fitting. CRAN.R-project.org/package=gmodels.

Wasserstein, Ronald L., and Nicole A. Lazar. 2016. “The ASA Statement on p-Values: Context, Process, and Purpose.” The American Statistician 70 (2): 129–33. https://doi.org/10.1080/00031305.2016.1154108.

Wasserstein, Ronald L., Allen L. Schirm, and Nicole A. Lazar. 2019. “Moving to a World Beyond p < 0.05”.” The American Statistician 73 (sup1): 1–19. https://doi.org/10.1080/00031305.2019.1583913.

Weisberg, Sanford. 1985. Applied Linear Regression. 2nd ed. Hoboken, NJ: Wiley.

———. 2014. Applied Linear Regression. 4th ed. Hoboken, NJ: Wiley.

Westfall, Peter H, and Stanley S Young. 1993. Resampling-Based Multiple Testing, Examples and Methods for p-Value Adjustment. New York, NY: John Wiley & Sons, Inc.

White, Halbert. 1980. “A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity.” Econometrica 48 (4): 817–38. https://doi.org/10.2307/1912934.

White, Ian R, and Patrick Royston. 2009. “Imputing Missing Covariate Values for the Cox Model.” Statistics in Medicine 28 (15): 1982–98. https://doi.org/10.1002/sim.3618.

Wickham, Hadley. 2019. Advanced R. 2nd ed. Boca Raton: Chapman & Hall/CRC Press.

———. 2023. Tidyverse: Easily Install and Load the Tidyverse. https://tidyverse.tidyverse.org.

Wickham, H., M. Çetinkaya-Rundel, and G. Grolemund. 2023. R for Data Science: Import, Tidy, Transform, Visualize, and Model Data. 2nd ed. Sebastopol, CA: O’Reilly Media.

Williamson, Tyler, Misha Eliasziw, and Gordon Hilton Fick. 2013. “Log-Binomial Models: Exploring Failed Convergence.” Emerging Themes in Epidemiology 10 (1): 14. https://doi.org/10.1186/1742-7622-10-14.

Xie, Y. 2015. Dynamic Documents with R and Knitr. 2nd ed. Boca Raton: Chapman & Hall/CRC Press. http://yihui.org/knitr/.

Xie, Yihui. 2023. Bookdown: Authoring Books and Technical Documents with r Markdown. https://github.com/rstudio/bookdown.

Yehia, Baligh R., Angela Winegar, Richard Fogel, Mohamad Fakih, Allison Ottenbacher, Christine Jesser, Angelo Bufalino, Ren-Huai Huang, and Joseph Cacchione. 2020. “Association of Race with Mortality Among Patients Hospitalized with Coronavirus Disease 2019 (COVID-19) at 92 U.S. Hospitals.” JAMA Network Open 3 (8): e2018039. https://doi.org/10.1001/jamanetworkopen.2020.18039.

Yoshida, Kazuki, and Alexander Bartel. 2022. Tableone: Create Table 1 to Describe Baseline Characteristics with or Without Propensity Score Weights. https://github.com/kaz-yos/tableone.

Zalla, Lauren C, Chantel L Martin, Jessie K Edwards, Danielle R Gartner, and Grace A Noppert. 2021. “A Geography of Risk: Structural Racism and Coronavirus Disease 2019 Mortality in the United States.” American Journal of Epidemiology 190 (8): 1439–46. https://doi.org/10.1093/aje/kwab059.

Zeger, Scott L., and Kung-Yee Liang. 1986. “Longitudinal Data Analysis for Discrete and Continuous Outcomes.” Biometrics 42 (1): 121–30. http://www.jstor.org/stable/2531248.

Zeileis, Achim, Christian Kleiber, and Simon Jackman. 2008. “Regression Models for Count Data in R.” Journal of Statistical Software 27 (July): 1–25. https://doi.org/10.18637/jss.v027.i08.

Zeola, Michael P., Jeffrey Guina, and Ramzi W. Nahhas. 2017. “Mental Health Referrals Reduce Recidivism in First-Time Juvenile Offenders, but How Do We Determine Who Is Referred?” The Psychiatric Quarterly 88 (1): 167–83. https://doi.org/10.1007/s11126-016-9445-z.