Other packages > Find by keyword >

smdi  

Perform Structural Missing Data Investigations
View on CRAN: Click here


Download and install smdi package within the R console
Install from CRAN:
install.packages("smdi")

Install from Github:
library("remotes")
install_github("cran/smdi")

Install by package version:
library("remotes")
install_version("smdi", "0.3.1")



Attach the package and use:
library("smdi")
Maintained by
Janick Weberpals
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-07-17
Latest Update: 2024-10-04
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, Russo M, Hammil BG, Toh D, Connolly JG, Dandreo KJ, Tian F, Liu W, Li Jie, Hernandez-Munos JJ, Glynn RJ, Desai RJ (2023, in submission). "A Principled Approach to Characterize and Analyze Partially Observed Confounder Data From Electronic Health Records: A Plasmode Simulation Study."
How to cite:
Janick Weberpals (2023). smdi: Perform Structural Missing Data Investigations. R package version 0.3.1, https://cran.r-project.org/web/packages/smdi. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.2.2 (2023-07-17 16:20), 0.3.0 (2024-07-25 14:00), 0.3.1 (2024-10-04 09:10)
Other packages that cited smdi R package
View smdi citation profile
Other R packages that smdi depends, imports, suggests or enhances
Complete documentation for smdi
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA