Ridge and Lasso Regression for Undergraduate Research with Simulation in R
Journal: International Journal of Science and Research (IJSR) (Vol.9, No. 1)Publication Date: 2020-01-05
Authors : Di Gao;
Page : 968-970
Keywords : Ridge; Lasso; Simulation;
Abstract
A key part of the undergraduate statistics curriculum is modeling and prediction. Indeed, regression analysis is one of the most frequently used statistical methods in the sciences. Most introductory statistics textbooks contain one or more chapters discussing regression methodology. However, with the advent of ?big data? problems, the classical discussion of introductory regression analysis may not fully capture the current state of the art. This article presents an undergraduate perspective for regression analysis with regulation. Our discussion concentrates on the methodology which is then followed by an informative simulation study.
Other Latest Articles
- Comparison of Dexmedetomidine and Magnesium Sulphate in Attenuating Airway and Hemodynamic Response during Extubation in Patients Undergoing Craniotomies - A Randomised Clinical Trial
- Lassa Fever: A Comprehensive Review
- Comparative Evaluation of Dentin Bond Strength of Zirconomer, Conventional Glass Ionomer Cement, and Resin - Modified Glass Ionomer Cement - An in Vitro Study
- Comparative Study of Low Dose Bupivacaine-Fentanyl versus Conventional Dose of Bupivacaine in Spinal Anesthesia for Orthopedic Procedures in Elderly Patients: A Prospective Randomised Double Blind Study
- Rare Case of Primary Sarcomatous Transformation of Giant Cell Tumour
Last modified: 2021-06-26 19:09:15