Tools, techniques and resources for data analysis 

On this page you will find links to resources and examples which will support you in carrying out your analysis. This includes statistical and domain-specific considerations, the use of privacy enhancing technologies, excellent practice and techniques, as well as tools and Apps.

Example projects

Research tutorials

In their project, 'Routine Assessment of Infections, Prevention, and Control of SARS-CoV-2 on Unequal Populations in Brazil', Juliane Fonseca de Oliveira and colleagues at Fiocruz in Brazil developed mathematical and statistical methods to model COVID-19 transmission across populations in Brazil to better inform local intervention efforts. 

Juliane Oliveira and her team also created videos and a YouTube playlist with video lectures intended to serve as advanced tutorials based on the research activities developed at PAMEpi.

 

Resources

Know about other important resources?  

Resource About Type Theme Organisation
Applied Epi - Self paced training in R Free R tutorials that are targeted at Public health practitioners, epidemiologists, clinicians, and researchers who cannot access our live courses.All of our training materials focus on challenges and solutions for frontline practitioners, are accessible to beginner audiences, and are built by our team with extensive ground-level experience. Training Data Analysis Applied Epi
Applied Epi - The Epidemiologist R Handbook The Epidemiologist R Handbook, from Applied Epi, is a free digital reference book for R code, that is specifically designed for people working in applied epidemiology, public health practice, and disease control. The “Epi R Handbook” is available at www.epiRhandbook.com, and for offline use via our download page. Manual Data Analysis Applied Epi
HealthyR - R for Health Data Science Free resources to learn R for Health Data Science, including short video tutorials, quick guides and example notebooks. These will help you use R for publication quality visualisations, effective data summarisation and reshaping, common statistical analysis and interpretation, reproducible research strategies Video tutorial Data Analysis Ewen Harrison and Riinu Pius
R for Health Data Science book This book will take an individual with little or no experience in health data science all the way through to the execution of sophisticated analyses. Learning materials Data Analysis Ewen Harrison and Riinu Pius
Health Data Research UK Futures Health Data Research (HDR) Futures is a free and flexible virtual learning platform which lets you learn from national and international experts however and whenever suits you. e-Learning Course Data Analysis Health Data Research UK
Covid-19 data processing - example tutorial In their project, 'Routine Assessment of Infections, Prevention, and Control of SARS-CoV-2 on Unequal Populations in Brazil', Juliane Fonseca de Oliveira and colleagues at Fiocruz in Brazil developed mathematical and statistical methods to model COVID-19 transmission across populations in Brazil to better inform local intervention efforts. Juliane Oliveira and her team also created videos and a YouTube playlist with video lectures intended to serve as advanced tutorials based on the research activities developed at PAMEpi. Video tutorial Data Analysis PAMEpi