Statistical Associations Using Regression

Alex Coad ()

Chapter Chapter 5 in Data Science MBA, 2025, pp 53-74 from Springer

Abstract: Abstract This chapter covers statistical associations using regression analysis, including univariate distributions, correlations, OLS regression, logistic regression, and Lasso regression. It provides examples in R to illustrate these concepts, helping readers understand how to apply regression techniques to analyze data. The chapter also discusses alternative regression models and their applications.

Date: 2025
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sptchp:978-981-95-2433-4_5

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DOI: 10.1007/978-981-95-2433-4_5

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