Downloads: 129
Research Paper | Statistics | United States of America | Volume 9 Issue 1, January 2020
Ridge and Lasso Regression for Undergraduate Research with Simulation in R
Di Gao [2] | Xiyuan Liu | Stephen Scariano
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.
Keywords: Ridge, Lasso, Simulation, R
Edition: Volume 9 Issue 1, January 2020,
Pages: 968 - 970
Similar Articles with Keyword 'Simulation'
Downloads: 2 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Statistics, India, Volume 12 Issue 2, February 2023
Pages: 905 - 909Designing a better Support Vector Machines Classification Model for Multi-Class Category
Muthukrishnan .R | Udaya Prakash .N
Downloads: 40
Research Paper, Statistics, Kenya, Volume 6 Issue 5, May 2017
Pages: 2337 - 2342Logistic Regression with Correction for HIV Self Reporting
Dorothy Nyakerario Riang'a | Samuel Musili Mwalili | Humphreys Murray