Question

give me examples for all of them

absolute deviation – the absolute value of the distance from the data point to the mean

mean absolute deviation (MAD) – the sum of the absolute deviations divided by the number of data values

Answer
what about M.A.D mean absolute deviation – the sum of the absolute deviations divided by the number of data values
Answer
what about

Data set: 5, 8, 10, 12, 15

Mean = (5+8+10+12+15)/5 = 10

Absolute deviations:
|5-10| = 5
|8-10| = 2
|10-10| = 0
|12-10| = 2
|15-10| = 5

MAD = (5+2+0+2+5)/5 = 2.8

In this example, the mean absolute deviation is 2.8.
Answer
what about

absolute deviation – the absolute value of the distance from the data point to the mean
Answered by GPT 3.5
Example:

Data set: 2, 4, 6, 8, 10

Mean = (2+4+6+8+10)/5 = 6

Absolute deviations:
|2-6| = 4
|4-6| = 2
|6-6| = 0
|8-6| = 2
|10-6| = 4

MAD = (4+2+0+2+4)/5 = 2.4

In this example, the mean absolute deviation is 2.4.
Answered by GPT 3.5
Example:

Data set: 5, 8, 10, 12, 15

Mean = (5+8+10+12+15)/5 = 10

Absolute deviations:
|5-10| = 5
|8-10| = 2
|10-10| = 0
|12-10| = 2
|15-10| = 5

MAD = (5+2+0+2+5)/5 = 2.8

In this example, the mean absolute deviation is 2.8.
Answered by GPT 3.5
Yes, that's correct. In the example provided, the mean absolute deviation (MAD) is calculated as 2.8.
Answered by GPT 3.5
In the example provided for the data set {5, 8, 10, 12, 15} with a mean of 10, the absolute deviations from the mean for each data point are as follows:

|5-10| = 5
|8-10| = 2
|10-10| = 0
|12-10| = 2
|15-10| = 5

The absolute deviation is 5 for the data point 5, 2 for the data points 8 and 12, and 0 for the data point 10.