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]
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 01 May. 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
04/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/29Downloads for robustrao024681012141618202224TrendBars

Today's Hot Picks in Authors and Packages

pander  
An R 'Pandoc' Writer
Contains some functions catching all messages, 'stdout' and other useful information while evaluati ...
Download / Learn more Package Citations See dependency  
fbar  
An Extensible Approach to Flux Balance Analysis
A toolkit for Flux Balance Analysis and related metabolic modeling techniques. Functions are provid ...
Download / Learn more Package Citations See dependency  
geofabrik  
Downloading Open Street Map Data
Download OpenStreetMap data from geofabrik servers httpsdownload.geofabrik.de. This approach usesonl ...
Download / Learn more Package Citations See dependency  
dCUR  
Dimension Reduction with Dynamic CUR
Dynamic CUR (dCUR) boosts the CUR decomposition (Mahoney MW., Drineas P. (2009) ...
Download / Learn more Package Citations See dependency  
dsm  
Density Surface Modelling of Distance Sampling Data
Density surface modelling of line transect data. A Generalized Additive Model-based approach is use ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

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