smdi

smdi-package

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. tools:::Rd_expr_doi("10.1093/jamiaopen/ooae008").

internal

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. <doi:10.1093/jamiaopen/ooae008>.

Janick Weberpals

Perform Structural Missing Data Investigations

smdi-package function

Maintainer: Janick Weberpals <a href="/link/janick.developer%40gmail.com?package=smdi&version=0.3.1" data-mini-rdoc="smdi::janick.developer@gmail.com">janick.developer@gmail.com</a> (<a href="https://orcid.org/0000-0003-0404-7394">ORCID</a>) [copyright holder]

Author

smdi: Perform Structural Missing Data Investigations — smdi-package

Maintainer: Janick Weberpals <a href='mailto:janick.developer@gmail.com'>janick.developer@gmail.com</a> (<a href='https://orcid.org/0000-0003-0404-7394'>ORCID</a>) [copyright holder]

smdi-package: smdi: Perform Structural Missing Data Investigations

Description

Arguments

Author

See Also