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Regression Analysis Is Increasingly Being Used in Business Applications, Often

question 107

Essay

Regression analysis is increasingly being used in business applications, often called "business analytics" (or "predictive analytics"), in which a company studies its customers to gather information that can be used to make each customer more profitable.Companies that do this include Harrah's and eHarmony, among many others.
Required:
(1) Briefly explain how a company could use regression to improve customer profitability.
(2) Do you see any ethical issues involved in the use of business analytics? Explain.


Definitions:

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Thoughts about taking one's own life, often associated with depression or other mental health disorders.

SSRI

Selective Serotonin Reuptake Inhibitors, a class of drugs commonly prescribed for depression and anxiety disorders, which work by increasing serotonin levels in the brain.

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A class of medications used to treat depression, characterized by their chemical structure and mechanism of action affecting neurotransmitter levels.

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