New skills in symbolic data analysis for official statistics

• Tipo: Artigo em Revista Científica Internacional
• Data: 2024

Autores

Verde, R (Autor) Outra; Batagelj, V (Autor) Outra; brito, p (Autor) FEP; Silva, A (Autor) Outra; Korenjak ¿erne, S (Autor) Outra; Dob¨a, J (Autor) Outra; Diday, E (Autor) Outra

Revista

Título: Statistical Journal of the IAOS

Vol. 40

Páginas: 563-579

ISSN: 1874-7655

Editora: IOS PRESS

Indexação

Scopus - 0 Citações

Outras Informações

ID Authenticus: P-016-YA3

DOI: 10.3233/sji-240013

Abstract (EN): The paper draws attention to the use of Symbolic Data Analysis (SDA) in the field of Official Statistics. It is composed of three sections presenting three pilot techniques in the field of SDA. The three contributions range from a technique based on the notion of exactly unified summaries for the creation of symbolic objects, a model-based approach for interval data as an innovative parametric strategy in this context, and measures of similarity defined between a class and a collection of classes based on the frequency of the categories which characterize them. The paper shows the effectiveness of the proposed approaches as prototypes of numerous techniques developed within the SDA framework and opens to possible further developments. © 2024 - IOS Press. All rights reserved.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 16