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http://repositorio.ufla.br/jspui/handle/1/49192| Title: | The logit exponentiated power exponential regression with applications |
| Keywords: | Beta regression Exponentiated power exponential distribution Likelihood inference Residual analysis Regressão beta Distribuição exponencial Inferência estatística Análise residual |
| Issue Date: | Jun-2021 |
| Publisher: | Springer Nature |
| Citation: | PRATAVIERA, F. et al. The logit exponentiated power exponential regression with applications. Annals of Data Science, [S. I.], 2021. DOI: https://doi.org/10.1007/s40745-021-00347-8. |
| Abstract: | We introduce a new distribution, called the logit exponentiated power exponential, defined on the unit interval. Explicit expansions are derived for its moments. Also, we propose a regression based on this distribution with two systematic components, which can provide better fits than the beta and simplex regressions. Its parameters are estimated by maximum likelihood. Some simulations investigate the accuracy of the estimates. The usefulness of the new models is proved by means of three real data sets. |
| URI: | https://doi.org/10.1007/s40745-021-00347-8 http://repositorio.ufla.br/jspui/handle/1/49192 |
| Appears in Collections: | DCS - Artigos publicados em periódicos |
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