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We want to explore the difference between salary (in dollars) and the number of years of job experience that an employee has.Which of the following is the most appropriate statistical test to use to determine if there is a relationship between salary and years of experience? ANOVA Inference for regression Matched pairs Chi-squared test for independence Two-sample t-test

Question

We want to explore the difference between salary (in dollars) and the number of years of job experience that an employee has.Which of the following is the most appropriate statistical test to use to determine if there is a relationship between salary and years of experience? ANOVA Inference for regression Matched pairs Chi-squared test for independence Two-sample t-test

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Solution

The most appropriate statistical test to use to determine if there is a relationship between salary and years of experience would be the Inference for regression. This is because both salary and years of experience are continuous variables, and you are trying to determine if there is a linear relationship between the two. The Inference for regression will allow you to determine if changes in the independent variable (years of experience) are associated with changes in the dependent variable (salary).

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