Sources of high leverage in linear regression model

06/07/2020
by   Myung Geun Kim, et al.
0

Some reasons for high leverage are analytically investigated by decomposing leverage into meaningful components. The results in this work can be used for remedial action as a next step of data analysis.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
08/11/2020

Bayesian Analysis on Limiting the Student-t Linear Regression Model

For the outlier problem in linear regression models, the Student-t linea...
research
08/24/2023

An Efficient Data Analysis Method for Big Data using Multiple-Model Linear Regression

This paper introduces a new data analysis method for big data using a ne...
research
09/02/2017

Adaptive Scaling

Preprocessing data is an important step before any data analysis. In thi...
research
07/11/2018

Proactive Intervention to Downtrend Employee Attrition using Artificial Intelligence Techniques

To predict the employee attrition beforehand and to enable management to...
research
10/21/2020

How Can Businesses Best Leverage Data scrubbing?

The hype around data is hardly news. It is a critical part of a business...
research
08/12/2022

A sub-sampling algorithm preventing outliers

Nowadays, in many different fields, massive data are available and for s...

Please sign up or login with your details

Forgot password? Click here to reset