Integration of Survey Data in R Based on Machine Learning

Autor:	Mattia Spaziani, Doriana Frattarola, Marcello D’Orazio
Jazyk:	angličtina
Rok vydání:	2019
Předmět:	statistical matching household surveys supervised classification Statistics HA1-4737
Zdroj:	Revista Română de Statistică, Vol 67, Iss 3, Pp 5-16 (2019)
Druh dokumentu:	article
ISSN:	1018-046X 1844-7694
Popis:	This work introduces a relatively new procedure for integrating social survey data through combined use of machine learning techniques and well-known statistical matching methods. The integration is performed with the scope of studying the relationship between variables not jointly observed in the same survey. The results of the new matching procedure seem promising since they are better than those provided by traditional matching methods.
Databáze:	Directory of Open Access Journals
Externí odkaz:	https://doaj.org/article/317cebe82135420fb37019933b07d5ad Zobrazit plný text záznamu View record in DOAJ Plný text ve formátu PDF