What Can Regression Analysis Tell the Researcher That Correlation Analysis

question 14

Multiple Choice

What can regression analysis tell the researcher that correlation analysis alone cannot?

• A) the strength of a relationship between variables
• B) the direction of a relationship between variables
• C) the probability that the relationship between variables within a research sample could have been produced by sampling error
• D) the predicted value of an outcome variable if we know the value of a case's predictor variable.

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Definitions:

Personal Liability

The responsibility of an individual to bear the financial costs associated with damages or debt from their actions or business dealings.

Sole Proprietorship

A business owned and operated by one person, who is solely responsible for its liabilities and entitled to its profits.

Legal Entity

An organization or system that has its own legal identity, allowing it to own property, enter into contracts, and be sued or sue.

Sole Proprietorship

A business structure where a single individual owns and operates the business, bearing full responsibility for its debts and obligations.