Banca de DEFESA: MATHEUS HENRIQUE TAVARES PINTO

Uma banca de DEFESA de MESTRADO foi cadastrada pelo programa.
STUDENT : MATHEUS HENRIQUE TAVARES PINTO
DATE: 18/02/2022
TIME: 09:00
LOCAL: ambiente virtual
TITLE:

Variable selection using the genetic algorithm

KEY WORDS:

AGE; AIC; variable selection

PAGES: 51
BIG AREA: Ciências Exatas e da Terra
AREA: Probabilidade e Estatística
SUMMARY:

 Many practical problems involving linear models has a step that consists in reducing the number of variables of the model,  either  it is very expensive to deal with too many variables or because some of the variables are able to explain the response satisfactorily. We can cite among such methods of reducing the number of variables of a linear model, the principal component analysis, best subset selection, forward stepwise selection, etc. In this work, we present how to use the elitist genetic algorithm in order to select a collection of variables for a linear model.

BANKING MEMBERS:
Presidente - 1153898 - ANDRE GUSTAVO CAMPOS PEREIRA
Interno - 1781198 - FIDEL ERNESTO CASTRO MORALES
Externo à Instituição - MANOEL FERREIRA DOS SANTOS NETO - UFCG