TY - JOUR KW - High dimensional propensity score KW - confounder adjustment KW - database research KW - diagnostics KW - reporting AU - J. Tazare AU - R. Wyss AU - J. Franklin AU - L. Smeeth AU - S. Evans AU - S. Wang AU - S. Schneeweiss AU - I. Douglas AU - J. Gagne AU - E. Williamson AD - Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London. Division of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA. Health Data Research (HDR) UK, London. AN - 35092316 BT - Pharmacoepidemiol Drug Saf DO - 10.1002/pds.5412 DP - NLM ET - 2022/01/30 LA - eng N1 - 1099-1557 Tazare, John Orcid: 0000-0002-7194-2615 Wyss, Richard Franklin, Jessica M Orcid: 0000-0002-8941-4116 Smeeth, Liam Evans, Stephen J W Wang, Shirley V Orcid: 0000-0001-7761-7090 Schneeweiss, Sebastian Orcid: 0000-0003-2575-467x Douglas, Ian J Gagne, Joshua J Williamson, Elizabeth J Journal Article England Pharmacoepidemiol Drug Saf. 2022 Jan 29. doi: 10.1002/pds.5412. PY - 2022 SN - 1053-8569 T2 - Pharmacoepidemiol Drug Saf TI - Transparency of high-dimensional propensity score analyses: guidance for diagnostics and reporting ER -