Other packages > Find by keyword >

isni  

Index of Local Sensitivity to Nonignorability
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("isni", "1.3")



Attach the package and use:
library("isni")
Maintained by
Hui Xie
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-02-21
Latest Update: 2021-08-23
Description:
The current version provides functions to compute, print and summarize the Index of Sensitivity to Nonignorability (ISNI) in the generalized linear model for independent data, and in the marginal multivariate Gaussian model and the mixed-effects models for continuous and binary longitudinal/clustered data. It allows for arbitrary patterns of missingness in the regression outcomes caused by dropout and/or intermittent missingness. One can compute the sensitivity index without estimating any nonignorable models or positing specific magnitude of nonignorability. Thus ISNI provides a simple quantitative assessment of how robust the standard estimates assuming missing at random is with respect to the assumption of ignorability. For a tutorial, download at . For more details, see Troxel Ma and Heitjan (2004) and Xie and Heitjan (2004) and Ma Troxel and Heitjan (2005) and Xie (2008) and Xie (2012) and Xie and Qian (2012) .
How to cite:
Hui Xie (2018). isni: Index of Local Sensitivity to Nonignorability. R package version 1.3, https://cran.r-project.org/web/packages/isni. Accessed 28 Jan. 2025.
Previous versions and publish date:
0.1 (2018-02-21 20:00), 0.2 (2018-04-10 00:46), 0.3 (2018-06-16 18:07), 0.4 (2019-02-05 00:33), 1.0 (2019-06-30 22:20), 1.1 (2019-07-02 08:20), 1.2 (2020-02-29 08:30)
Other packages that cited isni R package
View isni citation profile
Other R packages that isni depends, imports, suggests or enhances
Complete documentation for isni
Functions, R codes and Examples using the isni R package
Some associated functions: coc . definemissingstatus . isniglm . isniglmmbin . isnilmm . isnimgm . print.isniglm . print.isniglmm . print.isnilmm . print.isnimgm . qolef . skquit . sos . summary.isniglm . summary.isniglmm . summary.isnilmm . summary.isnimgm . tmdm . 
Some associated R codes: isniglm.R . isniglmmbin.R . isnilmm.R . isnimgm.R .  Full isni package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

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  
easyPubMed  
Search and Retrieve Scientific Publication Records from PubMed
Query NCBI Entrez and retrieve PubMed records in XML or text format. Process PubMed records by extra ...
Download / Learn more Package Citations See dependency  
fontcm  
Computer Modern font for use with extrafont package
Computer Modern font for use with extrafont package ...
Download / Learn more Package Citations See dependency  
eiopaR  
Access to RFR (Risk-Free Rate) Curves Produced by the EIOPA
Provides EIOPA (European Insurance And Occupational Pensions Authority) risk-free rates. Please note ...
Download / Learn more Package Citations See dependency  
fabMix  
Overfitting Bayesian Mixtures of Factor Analyzers with Parsimonious Covariance and Unknown Number of Components
Model-based clustering of multivariate continuous data using Bayesian mixtures of factor analyzers ( ...
Download / Learn more Package Citations See dependency  
waiter  
Loading Screen for 'Shiny'
Full screen and partial loading screens for 'Shiny' with spinners, progress bars, and notifications. ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

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