A Study of Several Variable Selection Methods in Modelling The Mathematics Score of Indonesian Students in Programme for International Student Assessment (PISA) Based on Convex Penalized Likelihood
Vera Maya Santi (a*), Khairil Anwar Notodiputro (b), Bagus Sartono (b)
a) Department of Statistics, Faculty of Mathematics and Natural Science, Universitas Negeri Jakarta
b) Department of Statistics, Faculty of Mathematics and Natural Science, Institut Pertanian Bogor
Abstract
Keywords: Variable Selection; Penalized Likelihood; SCAD; LASSO; MCP; Ridge; GIC; RMSE.
Topic: Mathematics
Link: https://ifory.id/abstract/AxC9NBMjKQrk
Conference: The 4th Annual Applied Science and Engineering Conference (AASEC 2019)
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