Knowledge quiz

It's time to put what you've learned to the test, get 8 right to pass this week.

1.

Which of the following statements is true if there is a significant linear relationship between the explanatory variables and the target variable?

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2.

Which of the following are assumptions for a standard linear regression model?

There are two correct answers.
3.

What is the null hypothesis?

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4.

How is the residual calculated?

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5.

What is the estimated y-value if the slope = 10, the x-observation = 5, and the y-intercept = -6?

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6.

Which correlation coefficients could you expect if two variables (X,Y) have a perfect linear relationship?

There are two correct answers.
7.

What does the term "multicollinearity" refer to?

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8.

What are the two broad categories of application for a linear regression?

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9.

What is the slope value if the mean of the y-values = 25, the mean of the x-values = 10, and the y-intercept = 5?

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10.

A scientist is testing if a new drug kills bacteria and discovers that the drug successfully kills the sample bacteria, while the control sample bacteria survive. What can the scientist conclude?

There are two correct answers.