smdi-package: smdi: Perform Structural Missing Data Investigations

In smdi: Perform Structural Missing Data Investigations

smdi: Perform Structural Missing Data Investigations

Description

An easy to use implementation of routine structural missing data diagnostics with functions to visualize the proportions of missing observations, investigate missing data patterns and conduct various empirical missing data diagnostic tests. Reference: Weberpals J, Raman SR, Shaw PA, Lee H, Hammill BG, Toh S, Connolly JG, Dandreo KJ, Tian F, Liu W, Li J, Hernández-Muñoz JJ, Glynn RJ, Desai RJ. smdi: an R package to perform structural missing data investigations on partially observed confounders in real-world evidence studies. JAMIA Open. 2024 Jan 31;7(1):ooae008. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1093/jamiaopen/ooae008")}.

Author(s)

Maintainer: Janick Weberpals [e-mail] (ORCID) [copyright holder]

See Also

Useful links:

• https://janickweberpals.gitlab-pages.partners.org/smdi/

• Report bugs at https://gitlab-scm.partners.org/janickweberpals/smdi/-/issues

smdi documentation built on Oct. 6, 2024, 9:06 a.m.