NONPARAMETRIC REGRESSION: AN ALTERNATIVE TO THE SCATTER DIAGRAM

Authors

  • Ernesto Pedro Menéndez Acuña Faculty of Mathematics. Universidad Veracruzana
  • Eliseo Gabriel Argüelles Faculty of Mathematics. Universidad Veracruzana
  • Sergio Hernández González Faculty of Statistics. Universidad Veracruzana

Keywords:

Generalized linear model, Linear regression model, Logistic regression, Regression analysis

Abstract

In this paper is shown the possibility to use a nonparametric regression instead of a scatter diagram, when this last cannot be employed in order to obtain information about the shape of the model. In particular it is considered a logistic regression, and a single quantitative independent variable. The proposal is illustrated with two examples. The former considers a scatter diagram that shows a linear relationship between the values of the independent variable and the probabilities of success of an event. The other one presents a scatter diagram that evidences a nonlinear relation between them.

Downloads

Download data is not yet available.

Downloads

Published

2023-04-28

How to Cite

Menéndez Acuña, E. P., Gabriel Argüelles, E., & Hernández González, S. (2023). NONPARAMETRIC REGRESSION: AN ALTERNATIVE TO THE SCATTER DIAGRAM. Investigación Operacional, 36(2). Retrieved from https://revistas.uh.cu/invoperacional/article/view/4631

Issue

Vol. 36 No. 2 (2015): Investigacion Operacional

Section

Articles

License

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.