Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/79138
Título: | clustcurv: An R Package for Determining Groups in Multiple Curves |
Autor(es): | Villanueva, Nora,M. Sestelo, Marta Machado, Luís Meira Roca-Pardiñas, Javier |
Palavras-chave: | multiple curves number of groups survival analysis cluster nonparametric regression models |
Data: | 2021 |
Editora: | R Foundation for Statistical Computing |
Revista: | The R Journal |
Citação: | Villanueva, N., Sestelo, M., Meira-Machado, L., & Roca-Pardiñas, J. (2021). clustcurv: An R Package for Determining Groups in Multiple Curves. The R Journal. The R Foundation. http://doi.org/10.32614/rj-2021-032 |
Resumo(s): | In many situations, it could be interesting to ascertain whether groups of curves can be performed, especially when confronted with a considerable number of curves. This paper introduces an R package, known as clustcurv, for determining clusters of curves with an automatic selection of their number. The package can be used for determining groups in multiple survival curves as well as for multiple regression curves. Moreover, it can be used with large numbers of curves. An illustration of the use of clustcurv is provided, using both real data examples and artificial data. |
Tipo: | Artigo |
URI: | https://hdl.handle.net/1822/79138 |
DOI: | 10.32614/RJ-2021-032 |
ISSN: | 2073-4859 |
Versão da editora: | https://journal.r-project.org/archive/2021/RJ-2021-032 |
Arbitragem científica: | yes |
Acesso: | Acesso aberto |
Aparece nas coleções: | CMAT - Artigos em revistas com arbitragem / Papers in peer review journals |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
---|---|---|---|---|
RJ-2021-032 Clustcurv.pdf | Full paper | 368,35 kB | Adobe PDF | Ver/Abrir |
Este trabalho está licenciado sob uma Licença Creative Commons