Other packages > Find by keyword >

robustrao  

An Extended Rao-Stirling Diversity Index to Handle Missing Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("robustrao", "1.0-5")



Attach the package and use:
library("robustrao")
Maintained by
Maria del Carmen Calatrava Moreno
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-02-17
Latest Update: 2020-01-24
Description:
A collection of functions to compute the Rao-Stirling diversity index (Porter and Rafols, 2009) and its extension to acknowledge missing data (i.e., uncategorized references) by calculating its interval of uncertainty using mathematical optimization as proposed in Calatrava et al. (2016) . The Rao-Stirling diversity index is a well-established bibliometric indicator to measure the interdisciplinarity of scientific publications. Apart from the obligatory dataset of publications with their respective references and a taxonomy of disciplines that categorizes references as well as a measure of similarity between the disciplines, the Rao-Stirling diversity index requires a complete categorization of all references of a publication into disciplines. Thus, it fails for a incomplete categorization; in this case, the robust extension has to be used, which encodes the uncertainty caused by missing bibliographic data as an uncertainty interval. Classification / ACM - 2012: Information systems ~ Similarity measures, Theory of computation ~ Quadratic programming, Applied computing ~ Digital libraries and archives.
How to cite:
Maria del Carmen Calatrava Moreno (2016). robustrao: An Extended Rao-Stirling Diversity Index to Handle Missing Data. R package version 1.0-5, https://cran.r-project.org/web/packages/robustrao. Accessed 30 Jan. 2025.
Previous versions and publish date:
1.0-0 (2016-02-17 12:08), 1.0-1 (2016-06-05 15:06), 1.0-2 (2017-08-06 17:30), 1.0-3 (2017-08-14 11:27), 1.0-4 (2020-01-22 14:40)
Other packages that cited robustrao R package
View robustrao citation profile
Other R packages that robustrao depends, imports, suggests or enhances
Complete documentation for robustrao
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

convertid  
Convert Gene IDs Between Each Other and Fetch Annotations from Biomart
Gene Symbols or Ensembl Gene IDs are converted using the Bimap interface in 'AnnotationDbi' in conve ...
Download / Learn more Package Citations See dependency  
fastmit  
Fast Mutual Information Based Independence Test
A mutual information estimator based on k-nearest neighbor method proposed by A. Kraskov, et al. (20 ...
Download / Learn more Package Citations See dependency  
GGMncv  
Gaussian Graphical Models with Nonconvex Regularization
Estimate Gaussian graphical models with nonconvex penalties , including ...
Download / Learn more Package Citations See dependency  
cinaR  
A Computational Pipeline for Bulk 'ATAC-Seq' Profiles
Differential analyses and Enrichment pipeline for bulk 'ATAC-seq' data analyses. This package combi ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
WtTopsis  
Weighted Method for Multiple-Criteria Decision Making
Evaluation of alternatives based on multiple criteria using weighted technique for Order preference ...
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