Which of the Following Statements Is False

question 21

Multiple Choice

Which of the following statements is false?

• A) Regression models predict a continuous output, such as the predicted temperature output in a weather time-series analysis.
• B) The LinearRegression estimator can perform simple linear regression.
• C) The LinearRegression estimator also can perform multiple linear regression.
• D) The LinearRegression estimator, by default, uses all the nonnumerical features in a dataset to make more sophisticated predictions than you can with a single-feature simple linear regression.

---

Definitions:

Hostile Fires

Fires that escape their intended boundaries or start in an unauthorized area, causing damage or destruction.

Indirect Damage

Harm that does not directly result from an action but occurs as a secondary effect, often less tangible and harder to quantify.

Insurable Interest

A legitimate interest by the policyholder in the insured subject matter, where they stand to suffer financial loss if the insured event occurs.

Property Insurance

Insurance policies that provide financial reimbursement to the owner or renter of a structure and its contents in case of damage or theft.