A short course taught in London by statisticians from the Department of Medical Statistics, and part of the LSHTM Centre for Statistical Methodology.
Missing data frequently occur in both observational and experimental research. They lead to a loss of statistical power, but more importantly, may introduce bias into the analysis. In this course we adopt a principled approach to handling missing data, in which the first step is a careful consideration of suitable assumptions regarding the missing data for a given study. Based on this, appropriate statistical methods can be identified that are valid under the chosen assumptions. The course will focus particularly on the practical use of multiple imputation (MI) to handle missing data in realistic epidemiological and clinical trial settings, but will also include an introduction to inverse probability weighting methods and new developments which combine these with MI.
The course will:
Through computer practicals using Stata, participants will learn how to apply the statistical methods introduced in the course to realistic datasets.
Course Certificate and Assessment
There will be no formal assessment but a Certificate of Attendance will be awarded.
Dr Jonathan Bartlett, Dr James Carpenter and Professor Mike Kenward
Epidemiologists, biostatisticians and other health researchers with strong quantitative skills and experience in statistical analysis. Stata will be used for the computer practicals, and so familiarity with the package is highly desirable, although full Stata code and solutions will be provided.
*Payable by: 11 May
StudyPortals Tip: Students can search online for independent or external scholarships Students can that can help fund their studies. Check the scholarships to see whether you are eligible to apply. Many scholarships are either merit-based or needs-based.
The award recognises studying abroad as a positively life changing experience for many students as well as promoting intercultural understanding and tolerance. Successful candidates will receive up to £10,000 to be applied toward the cost of tuition fees.
Testimonial Registration Module
Together with the ISIC Association and British Council IELTS, StudyPortals offers you the chance to receive up to £10000 to expand your horizon and study abroad. We want to ultimately encourage you to study abroad in order to experience and explore new countries, cultures and languages.