Meaning of calculating the mean

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In summary: The weights are 1/2, 1/4, 1/8, 1/16, 1/32, ... which add to 1. This method of summing the numbers, each one weighted by the probability of its occurance, is a general technique for finding the mean in probability theory.In summary, calculating the mean of each pair shows us an alternative method for obtaining the mean, using weights to represent the probability of each value occurring. This method is commonly used in probability theory.
  • #1
King
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Hi,

Given the numbers: 1, 2, 3, 4, 5; to calculate the mean [as we all know] we would sum them up and divide, in this case, by 5. This gives 3. This is not the same as calculating the mean of each pair, which would be performed as follows:
1 + 2 = 3 / 2 = 1.5
1.5 + 3 = 4.5 / 2 = 2.25
2.25 + 4 = 6.25 / 2 = 3.125
3.125 + 5 = 8.125 / 2 = 4.0625

My question is, what does the above (calculating the mean of each pair) show us?
 
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  • #2
King said:
Hi,

Given the numbers: 1, 2, 3, 4, 5; to calculate the mean [as we all know] we would sum them up and divide, in this case, by 5. This gives 3. This is not the same as calculating the mean of each pair, which would be performed as follows:
1 + 2 = 3 / 2 = 1.5
1.5 + 3 = 4.5 / 2 = 2.25

Why are you adding 1.5 to 3, it's not one of the numbers. The sum of 1+2 is being divided by 2 again.



2.25 + 4 = 6.25 / 2 = 3.125
3.125 + 5 = 8.125 / 2 = 4.0625

My question is, what does the above (calculating the mean of each pair) show us?

It whows us that there is an infinite number of ways to do something wrong.
 
  • #3
Haha, nice. So what's wrong with it?
 
  • #4
Well it's not the right way to calculate the mean. What do you expect it to show you? Why did you sum them in that order, and not, for example

(5+4)/2=4.5

(4.5+3)/2=3.75
(3.75+2)/2=2.875
(2.875+1)/2=1.9whatever

Given a bunch of numbers you can do whatever sequence of operations you want on them, it's just not clear why you would
 
  • #5
King said:
Hi,

Given the numbers: 1, 2, 3, 4, 5; to calculate the mean [as we all know] we would sum them up and divide, in this case, by 5. This gives 3. This is not the same as calculating the mean of each pair, which would be performed as follows:
1 + 2 = 3 / 2 = 1.5
1.5 + 3 = 4.5 / 2 = 2.25
2.25 + 4 = 6.25 / 2 = 3.125
3.125 + 5 = 8.125 / 2 = 4.0625

My question is, what does the above (calculating the mean of each pair) show us?

The usual way of calculating the mean is (as you noted) adding up the numbers and dividing by the number of entries. However under some circumstances, depending on the underlying problem, a mean can be obtained by assigning weights to the different values (as long as the weights add to 1) and summing. This is essentially what you are doing in the second part.
 

FAQ: Meaning of calculating the mean

What is the meaning of calculating the mean?

Calculating the mean is a statistical method used to find the average of a set of numbers. It is achieved by adding all the numbers in a data set and dividing the sum by the total number of values.

Why is calculating the mean important?

Calculating the mean is important because it provides a single value that represents the central tendency of a data set. This allows for easy comparison of different data sets and can help identify patterns or trends.

How is the mean different from the median and mode?

The mean, median, and mode are all measures of central tendency, but they differ in how they are calculated. The mean is the average of a data set, the median is the middle value when the data is ordered, and the mode is the most frequently occurring value.

Can the mean be affected by outliers in the data?

Yes, the mean can be affected by outliers in the data. Outliers are extreme values that are significantly different from the rest of the data. These values can skew the mean, making it a less representative measure of central tendency.

How is the mean used in real-world applications?

The mean is commonly used in many fields, including finance, science, and social sciences. It is used to analyze and interpret data, make predictions, and inform decision-making. For example, the mean can be used to calculate the average salary in a company or to track changes in global temperatures over time.

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