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Dynamics of HDI Index: temporal dependence based on D-vine copulas model for three-way data

Author
Nai, M.; Fernandez, D.
Type of activity
Journal article
Journal
Social indicators research
Date of publication
2021-05-22
First page
1
Last page
31
DOI
10.1007/s11205-021-02682-y
Project funding
Grup de recerca en bioestadística i bioinformàtica
Repository
http://hdl.handle.net/2117/348113 Open in new window
URL
https://link.springer.com/article/10.1007/s11205-021-02682-y Open in new window
Abstract
The HDI (Human Development Index) is a widely used index based on the average of measures of health, education, and income. It assesses the progress of countries worldwide. The publicly available data set associated with the HDI can be seen as a table with 3 dimensions (three-way table): countries, indexes regarding progress, and years (from 2010 to 2018). Thus, modeling the serial dependence structure of this type of intricate three-way tables is a challenge. D-vine copulas are a special class ...
Citation
Nai, M.; Fernandez, D. Dynamics of HDI Index: temporal dependence based on D-vine copulas model for three-way data. "Social indicators research", 22 Maig 2021, p. 1-31.
Keywords
Copulas, Dependence, Human development index, Longitudinal data
Group of research
GRBIO - Biostatistics and Bioinformatics Research Group

Participants