Source: Ware JH, Harrington D, Hunter DJ, D'Agostion RB. Missing Data. N Engl J Med 2012; 367:1353-1354.
How to access: This is accessible via Harvard library
Contents: The statistical consultants to the Journal provide guidance on missing data in reports submitted for publication.
Example(s) used in this: No specific examples
Prior math/stat knowledge to fully understand materials: None
Source: Newgard CD, Lewis RJ. Missing DataHow to Best Account for What Is Not Known. JAMA. 2015;314(9):940–941. doi:10.1001/jama.2015.10516
How to access: This is accessible via Harvard library
Contents: Good discussion of mechanisms of missing data and available techniques for handling, but simplistic recommendation
Example(s) used in this: No specific examples
Prior math/stat knowledge to fully understand materials: None
Source: Li P, Stuart EA, Allison DB. Multiple Imputation: A Flexible Tool for Handling Missing Data. JAMA. 2015;314(18):1966 -- 1967. doi:10.1001/jama.2015.15281
How to access: This is accessible via Harvard library
Contents: This introduces multiple imputation technique and how to handle missing data with it. References at the end would be also useful as a good launching point.
Example(s) used in this: No specific examples
Prior math/stat knowledge to fully understand materials: None