Q. 4.35

Question

Regarding the criterion used to decide on the line that best fits a set of data points,

a. What is that criterion called?

b. Specifically, what is the criterion?

Step-by-Step Solution

Verified
Answer

a. Least-squares criterion

b. The least-squares criterion states that the line with the smallest possible sum of squared errors best fits a set data points.

1Part(a) Step 1: Given information

We need to find the criterion used to decide on the line that best fits a set of data points.

2Part(a) Step 2: Explanation

The criterion is called least-squares criterion.

3Part(b) Step 1: Given information

We need to explain the criterion used to decide on the line that best fits a set of data points.

4Part(b) Step 2: Explanation

The least-squares criterion states that the line with the smallest possible sum of squared errors best fits a set data points.