Guidelines and recommendations for ensuring Good Epidemiological Practice (GEP): a guideline developed by the German Society for Epidemiology

Responsible Epidemiologic Research Practice: a guideline developed by a working group of the Netherlands Epidemiological Society

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Ethics and Epistemology in Big Data Research

(2017) Wendy Lipworth et al.   Journal of Bioethical Inquiry

A systematic approach to initial data analysis is good research practice

(2016) Marianne Huebner et al.   JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY

The REporting of studies Conducted using Observational Routinely-collected health Data (RECORD) Statement

(2015) Eric I. Benchimol et al.   PLOS MEDICINE

Big Data and Large Sample Size: A Cautionary Note on the Potential for Bias

(2014) Robert M. Kaplan et al.   CTS-Clinical and Translational Science

STRengthening Analytical Thinking for Observational Studies: the STRATOS initiative

(2014) Willi Sauerbrei et al.   STATISTICS IN MEDICINE

STrengthening the reporting of OBservational studies in Epidemiology—Molecular Epidemiology (STROBE-ME): an extension of the STROBE statement

(2011) Valentina Gallo et al.   EUROPEAN JOURNAL OF EPIDEMIOLOGY

Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement

(2009) David Moher et al.   PLOS MEDICINE