Continuity of export companies in the Peruvian clothing sector: An application of Multivariate Logit models
DOI:
https://doi.org/10.21754/tecnia.v16i1.414Keywords:
Logistic regression, Logit model, Hosmer and Lemeshow test, Wald test, Apparel exports, FTA Peru - USA, External validity, ForecastAbstract
In this work, we try to find factors that determine the export continuity of Peruvian apparel exporters. Logistic regression has been used because it gives several advantages over other methods where the outcome variable is dichotomous or continuous with few values. Logit model exhibits significant interactions which have been deeply analyzed. Likewise, it was possible an exhaustive residual and goodness-of-fit analysis. Finally, we could validate the model for forecast of export continuity in 2006.
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} [1] Hosmer, D., Lemeshow, S., "Applied logistic regression". Second edition. John Wiley and Son, INC. USA, 2000.
[2] Kleinbaum, D.. Klein, M., "Logistic regression". Second edition. Springer. USA, 2002.
[3] Christensen, R., "Log-linear models and logistic regression". Springer. USA, 1997.
[4] Dobson, A., An introduction to statistical modelling. Chapman and Hall. USA, 1983.
[5] Catena, A., Ramos, M., Trujillo, H., "Análisis multivariado, un manual para investigadores". Biblioteca Nueva. México, 2003.
[6] Peña, D., “Análisis de datos multivariantes". Mc Graw Hill. México, 2002.
[7] Gujarati, D., "Econometria", Mc Graw Hill. USA, 2003.
[8] Acuña, E., "Análisis de regresión". Universidad de Puerto Rico. Puerto Rico, 2006.
[9] Komarek, P., "Logistic regression for data mining and high dimensional classification". Tesis Doctoral. Carnegie Mellon University. 2004.
[10] Caballer, A., "La actitud e intención de la donación de órganos en la población Española: Análisis mediante regresión logística multinivel". Tesis doctoral. Universitat Jaume. 2001.
[11] Vinterbo, S., "Predictive model in medicine: some methods for construction and adaptation". Norwegian University of Science and Technology. 1999.
[12] Rebatta, J., "Factores que determinan la continuidad de las empresas exportadoras de confecciones del Perú". Tesis de Licenciatura. Escuela Profesional de Ingeniería Estadística- UNI, Lima-Perú. 2006.
[13] Mariaca, R., "Predicción de problemas de crisis y continuidad en empresas bancarias". Instituto de Investigaciones Socioeconómicas. 2002.
[14] Pontual, E., "Distribução e dinâmica do tamanho de empresas industriais". Escuela Nacional de Ciencias Estadísticas. IBGE- Fundación Ford. 2005
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