We are very pleased to announce a workshop at this year's ICML conference on The Art of Learning with Missing Values, co-organized by Julie Josse and Gaël Varoquaux.
Data integration: combining multiple data sources for causal inference & Bridging theory and practice. Combining trial and real-world evidence studies, probability and non-probability samples, etc.
Our new paper presents 'R-miss-tastic', a platform that aims to provide an overview of standard missing values problems, methods, how to handle them in analyses, and relevant implementations of methodologies. The objective is not only to collect, but also comprehensively organize materials, to create standard analysis workflows, and to unify the community.
A unified platform on missing values, founded by the R Consortium. Have a look at Nick Tierney's blog post introducing this project.