What are the properties of an average (mean)?

In summary, the properties of an average (mean) of something include being commutative and satisfying the equation E(aX+bY)=aE(X)+bE(Y) for constants a and b, as well as the condition E(XY)=E(X)E(Y) for independent variables. However, the average is not associative, does not distribute over addition, and does not have an identity. The correct answer to the multiple choice question is A) II Only.
  • #1
Ebolamonk3y
180
0
What are the properties of an average (mean) of something? Like... is it communative, associative with other averages? I duffed up this one on a test. :frown:
 
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  • #2
Things like, for rvs, E(aX+bY)=aE(X)+bE(Y) for a and b constants, and if they are independent E(XY)=E(X)E(Y)
 
  • #3
Here is the original question...


Of the following five statements, I to V, about the binary operation of averaging (arithmetic mean), those which are always true are...

I. Averaging is associative
II. Averaging is commutative
III. Averaging distributes over addition
IV. Addition distributes over Averaging
V. Averaging has an identity


multiple choice...

A) II Only B) I + II only C) II and III Only D) II and IV only E) II and V only


which one grime?
 
  • #4
I'll jump in here with my first posting.

I The arithmetic mean is not associative:
Let m be the function that yields the arithmetic mean of its two parameters.
m(m(a, b), c) = m((a+b)/2, c) = (a+b)/4 + c/2
m(a, m(b, c)) = m(a, (b+c)/2) = a/2 + (b+c)/4.

II The arithmetic mean is commutative since addition is commutative:
m(a, b) = (a+b)/2 = (b+a)/2 = m(b, a).

III The arithmetic mean does not distribute over addition:
m(a, b+c) = (a+b+c)/2.
m(a, b) + m(a, c) = (a+b)/2 + (a+c)/2 = (2a+b+c)/2.

IV Addition does not distribute over averaging:
a + m(b, c) = a + (b+c)/2.
m(a+b, a+c) = (a+b+a+c)/2 = (2a+b+c)/2.

V The arithmetic mean does not have an identity:
m(a, i) = a
(a+i)/2 = a
a+i = 2a
i = a

Your only choice for a correct answer is A.

-Ray.
 
Last edited:
  • #5
Woah... neato! Stuff I have no clue about...
 
  • #6
"binary operation of averaging (arithmetic mean),"

who the hell wrote that? the arithmetic mean is not a binary operation. They could at least have included the words "of two numbers" explicitly so it made sense.
 

FAQ: What are the properties of an average (mean)?

1. What is an average?

An average is a value that represents the central tendency of a set of data. It is calculated by adding all the numbers in the data set and dividing by the total number of values.

2. What are the different types of averages?

The most commonly used averages are mean, median, and mode. Mean is the sum of all values divided by the number of values. Median is the middle value when the data is arranged in ascending or descending order. Mode is the most frequently occurring value in the data set.

3. How is an average useful in data analysis?

Averages are useful because they provide a single value that summarizes the data set. They can help in understanding the overall trend, identifying outliers, and making comparisons between different data sets.

4. What are the limitations of using averages?

Averages can be misleading when there are extreme values or outliers in the data set. They also do not provide information about the variability or distribution of the data. Additionally, different types of averages may be more appropriate for different types of data.

5. How can outliers affect the average?

Outliers, or extreme values, can greatly impact the value of the average. For example, if a data set has a few very large values, the mean will be higher than the majority of the values and may not accurately represent the central tendency of the data. However, outliers may also provide valuable information and should not always be disregarded when calculating averages.

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