Effect of using bias-corrected estimators in logistic regression model in small samples: prostate-specific antigen (PSA) data

Effect of using bias-corrected estimators in logistic regression model in small samples: prostate-specific antigen (PSA) data

This study investigates the effect of bias-corrected estimators in analyzing real-world skewed data where categorization and transformation are necessary. It also reports a small-scale simulation study to indicate factors which can influence the bias correction to be small or large. For the complete...

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Bibliographic Details
Main Author: M A Matin
Format: Article
Language:English
Published: Ubiquity Press 2006-07-01
Series:Data Science Journal
Subjects:
Bias correction
Categorization
Log transformation
Small sample
Skewed data
Online Access:http://datascience.codata.org/articles/469

Internet

http://datascience.codata.org/articles/469

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