Transcript 1 - Stef van Buuren

Short CV -­‐ Stef van Buuren 1. Netherlands Organisation for Applied Scientific Research TNO, P.O. Box 2215, 2301 CE Leiden 2. Dept. of Methodology and Statistics, Faculty of Social Sciences, University of Utrecht, P.O. Box 80140, 3508 TC Utrecht Email [email protected] Homepage http://www.stefvanbuuren.nl Current appointments 1. 2005 – present Professor (bijzonder hoogleraar) of Applied Statistics in Prevention, Utrecht University, 0.2 FTE, on behalf of the TNO Lorentz van Iterson Fonds (LIFT) 2. 1991 – present Netherlands Organization for Applied Scientific Research TNO, Leiden Ten publications since 2006, representing a mix of applied and methodological work [number of citations between square brackets] 1.
van Buuren S (2014). Fully conditional specification. In Molenberghs G, Fitzmaurice GM, Kenward MG, Tsiatis AA, Verbeke G (Eds), Handbook of Missing Data Methodology, Chapter 14. Chapman & Hall/CRC Press, Boca Raton, FL. [forthcoming] 2.
van Buuren S, Perenboom R (2014) The fountain of age: A remarkable 3D shape that portrays health and functional differences among the European elderly. International Journal of Environmental Research and Public Health 11: 4078-­‐4090. [0] 3.
van Buuren S (2014) Growth charts of human development. Statistical Methods in Medical Research 23: 346-­‐368. [3] 4.
Vink G, van Buuren S (2013) Multiple Imputation of Squared Terms. Sociological Methods & Research 42: 598-­‐607. [1] 5.
Schönbeck Y, Talma H, van Dommelen P, Bakker B, Buitendijk SE, HiraSing RA, van Buuren S (2011) Increase in prevalence of overweight in Dutch children and adolescents: A comparison of nationwide growth studies in 1980, 1997 and 2009. PLOS ONE 6, 11, e27608. [99] 6.
van Buuren S, Groothuis-­‐Oudshoorn K (2011) MICE: Multivariate Imputation by Chained Equations in R. Journal of Statistical Software 45: 1-­‐67. [623] 7.
van Buuren S (2010) Item imputation without specifying scale structure. Methodology 6: 31-­‐
36. [11] 8.
van Buuren S, Ooms JCL (2009) Stage line diagram: An age-­‐conditional reference diagram for tracking development. Statistics in Medicine 28: 1569-­‐1579. [13] 9.
van Buuren S (2007) Multiple imputation of discrete and continuous data by fully conditional specification. Statistical Methods in Medical Research 16: 219-­‐242. [385] 10.
van Buuren S, Brand JPL, Groothuis-­‐Oudshoorn CGM, Rubin DB (2006) Fully conditional specification in multivariate imputation. Journal of Statistical Computation and Simulation 76: 1049-­‐1064. [302] See http://www.stefvanbuuren.nl/publications.html for a complete list. 1 Research monograph van Buuren S (2012) Flexible Imputation of Missing Data. Boca Raton, FL: Chapman & Hall/CRC Press. 342 pages. (138) Selected presentations to peer-­‐reviewed, internationally established conferences 2014 Predicting Individual Growth through Curve Matching. XIII. International Congress of Human Growth and Clinical Auxology. Maribor, Sept. 2014. 2014 Multiple imputation of potential outcomes. Joint Statistical Meeting 2014, Boston. 2013 Flexible multiple imputation. Conference on Applications of Missing-­‐Data Procedures. June 19-­‐20, Bamberg. 2013 The battle of the multi’s: Can we apply multiple imputation to multilevel data? Keynote. 9th International Multilevel Conference, March 27-­‐28, Utrecht. 2012 Flexible Imputation with MICE. 2012 ENAR Spring Meeting April 1-­‐4, 2012. Washington DC, April 4, 2012. 2012 Principles of Prediction Models. International workshop on the Pfizer International Growth Database (KIGS), Nice, Feb 23-­‐25 2012. Feb 23. 2011 Evidence-­‐based screening for short stature. European Society for Paediatric Endocrinology (ESPE), 50th Annual Meeting, Glasgow 2011 2009 Multi-­‐country growth references. 2nd International Biometric Society Channel Network, Gent, April 2009 2009 Effects of Selective Dropout on Infant Growth Standards. Nestle Nutrition 65th Workshop, Kuala Lumpur, April 2009 2007 Study design and sampling methods. WHO Expert meeting on adult obesity and overweight estimates methodology, Portugal, 11-­‐13 Dec. 2007 Multiple imputation for pattern mixture models. International workshop on Missing data, INSERM. Toulon, May 2007. 2007 Implications for surveillance at the European level. International workshop on the new WHO child growth standards, Brindisi, Italy, 28-­‐30 March 2007. Examples of leadership in industrial innovation or design 1.
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In 2010, my 1999 Stat Med paper (Van Buuren S, et al. (1999). Stat Med, 18, 681-­‐694) was ranked number 20 of most influential statistical papers among 11,000 articles appearing in the top statistical journals during the years 1985-­‐2002. See MJ Schell (2010), Identifying Key Statistical Papers From 1985 to 2002 Using Citation Data for Applied Biostatisticians, The American Statistician, 64(4), 310-­‐317. The “chained equations” or “fully conditional specification” algorithm for missing data imputation was implemented by all major statistical vendors (SAS, SPSS, Stata). The MICE package has become the most popular package among R users for generating multiple imputations. Online analytic tools: a. http://vps.stefvanbuuren.nl/puberty/ b. https://groeiweb.pgdata.nl/calculator.asp c. http://vps.stefvanbuuren.nl:3838/3R/ d. http://vps.stefvanbuuren.nl:3838/frisodemo/ 2 2.
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BMI-­‐meter. A device for determining underweight, overweight and obesity in children https://www.tno.nl/content.cfm?context=thema&content=inno_case&laag1=891&laag2=90
2&item_id=470&Taal=2 Exponentially growing yearly citation rate (Google scholar 16oct2014) Recent teaching and supervision 2014 Applied Multiple Imputation in SPSS and R. University of Utrecht. 2007 -­‐ 2013 Incomplete data, Research master M&S, University of Utrecht (yearly) 2013 Applied Multiple Imputation in R. CE Course, Joint Statistical Meeting 2013 2013 Advanced Multiple Imputation. Utrecht 2013 Multiple data imputation for multilevel data using MICE. Conference course, Utrecht. 2012 Applied Multiple Imputation in R. Conference course. Royal Statistical Society 2012. 2012 2-­‐day NIHES course: Analysis of Growth Data (EP18), Rotterdam 2011 Multiple Imputation in Practice: Your second course, Utrecht, 2011 Current PhD’s: Schönbeck 2015, De Wilde 2015, Vink 2015 Completed PhD’s: Jolani 2012, De Jong 2012, De Kroon 2011, Van Dommelen 2008, Brand 1999 Recent grants 2013 EUR 42.000 2013 EUR 7.200 2013 EUR 18.600 2012 EUR 40.000 2012 EUR 51.700 2010 EUR 52.250 2010 EUR 91.625 2010 EUR 79.288 2010 EUR 13.638 Australian Curriculum, Assessment and Reporting Authority (ACARA), Sydney Netherlands Institute for Health Services Research (NIVEL), Utrecht Emotional Brain BV, Almere Hero Nederland BV, Breda Australian Curriculum, Assessment and Reporting Authority (ACARA), Sydney European Food and Safety Authority (EFSA), Parma ZonMw, Methodology program, The Hague ZonMw, Methodology program, The Hague Augeo Foundation 3