+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | References | Author | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | Effective writing and publishing scientific papers, part IV: methods | Kotz, Daniel;Cals, Jochen W.L | | Journal of Clinical Epidemiology | | | Volume: 66 Issue: 8 | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | Flexible Imputation of Missing Data, Second Edition | van Buuren, Stef | | Edition: 2 | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | What Is Machine Learning: a Primer for the Epidemiologist | Goodman, Katherine E;Lessler, Justin;Kaminsky, Joshua;Bi, Qifang | | American journal of epidemiology | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | Applied mediation analyses: a review and tutorial | Lange, Theis;Galatius, Soren;Hansen, Kim Wadt;Sorensen, Rikke | | Epidemiology and health | | | Volume: 39 | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | Who, what, when, where, how, and why: the ingredients in the recipe for a successful Methods section | Annesley, Thomas M | | Clinical chemistry | | | Volume: 56 Issue: 6 | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | The Reviewer's Guide to Quantitative Methods in the Social Sciences | Hancock, Gregory R;Mueller, Ralph O;Stapleton, Laura M | | Edition: Second edition. | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls | Carlin, John B;Spratt, Michael;Kenward, Michael G;Carpenter, James R;White, Ian R;Wood, Angela M;Sterne, Jonathan A C;Royston, Patrick | | BMJ | | | Volume: 338 Issue: 7713 | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | Accounting for missing data in statistical analyses: multiple imputation is not always the answer | Tilling, Kate;Heron, Jon;Hughes, Rachael A;Sterne, Jonathan A C | | International journal of epidemiology | | | Volume: 48 Issue: 4 | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | Control of Confounding and Reporting of Results in Causal Inference Studies. Guidance for Authors from Editors of Respiratory, Sleep, and Critical Care Journals | Lederer, D. J.; Bell, S. C.; Branson, R. D.; Chalmers, J. D.; Marshall, R.; Maslove, D. M.; Stewart, P. W. | | Annals of the American Thoracic Society | | | Volume: 16 Issue: 1 | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | Effective writing and publishing scientific papers, part III: introduction | Kotz, Daniel;Cals, Jochen W.L | | Journal of Clinical Epidemiology | | | Volume: 66 Issue: 7 | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | Mortality risk score prediction in an elderly population using machine learning | Rose, Sherri | | American journal of epidemiology | | | Volume: 177 Issue: 5 | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | Data Mining and Machine Learning techniques applied to Public Health Problems: A bibliometric analysis from 2009 to 2018 | Steiner, Maria Teresinha Arns;Lima, Rafael Henrique Palma;Fenerich, Amanda Trojan;dos Santos, Bruno Samways | | Computers & Industrial Engineering | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | The critical importance of asking good questions: The role of epidemiology doctoral training programs | Balzer, Laura B;Platt, Robert;Fox, Matthew P;Edwards, Jessie K | | American Journal of Epidemiology | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | A Tutorial and Case Study in Propensity Score Analysis: An Application to Estimating the Effect of In-Hospital Smoking Cessation Counseling on Mortality | Austin, Peter C | | Multivariate Behavioral Research | | | Volume: 46 Issue: 1 | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | Applied logistic regression | Hosmer, David W.; Lemeshow, Stanley; Sturdivant, Rodney X. | | Edition: Third edition | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | Effective writing and publishing scientific papers, part II: title and abstract | Kotz, Daniel;Cals, Jochen W.L | | Journal of Clinical Epidemiology | | | Volume: 66 Issue: 6 | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | Mediation analysis of the relationship between institutional research activity and patient survival | Lange, Theis;du Bois, Andreas;Rochon, Justine | | BMC medical research methodology | | | Volume: 14 Issue: 1 | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | Survey Research: The Basics | Punch, Keith F. | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | The relationship between sense of community belonging and self-rated mental health among Canadians with mental or substance use disorders | Oviedo-Joekes, Eugenia;Palis, Heather;Marchand, Kirsten | | Journal of mental health (Abingdon, England) | | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | Regression with complex samples | Best, Henning; Wolf, Christof | | The SAGE handbook of regression analysis and 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+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | Applied survey data analysis | Berglund, Patricia A;Heeringa, Steven;West, Brady T | +-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+ | R for data science: import, tidy, transform, visualize, and model data | Wickham, Hadley;Grolemund, Garrett | | Edition: First edition. | | 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