Statistics Mode

2014-03-19 9:41 pm
In the sample {1,1,1,1,2,2,2,2,3,3,3,3,4,4,4,4}, each has the same number of occurrences. Is there a mode in this case? Or we have multi-modes?

If one 5 is added to it {1,1,1,1,2,2,2,2,3,3,3,3,4,4,4,4, 5} , will this make the result different?

thanks.
更新1:

To 50418129, thanks for your reply. Your suggestion refers to either a multi-mode or a no-mode option. But these two options are contradictory to each other.

更新2:

To: 那些年, thanks for your comment. I tried to figure out the rules from your work. If all distinct sample elements have the same frequency, then there will be no mode; otherwise the mode(s) will be the one(s) with the highest frequency. The result can be a single mode or multi-modes.

更新3:

This is convincing. In this case, the sample {1,1,1,1,1} will have no mode ! Is that correct? I was wondering if this is your guess or there is an official definition of mode somewhere in the net. I would be grateful if you could point me to the relevant site(s). Many thanks.

更新4:

To Ping Fai, thanks for your reply. I quote the following from wiki, ” The mode is not necessarily unique, since the prob density function may take the same maximum value at several points x1, x2, etc. The most extreme case occurs in uniform distributions, where all values occur equally frequently.

更新5:

It seems that your view got a support from Wiki. I recall many previous Q&A solutions in this forum assumed no mode for a simple uniform distribution. E.g. {1,2,3,4} has no mode but there are 4 modes from your definition.

更新6:

In your view, the only no mode scenario happens in an empty sample space { }. This can be debatable. Many thanks for your reply. Let’s see if there are other replies to this question.

回答 (3)

2014-03-26 7:26 pm
✔ 最佳答案
4 modes for {1,1,1,1,2,2,2,2,3,3,3,3,4,4,4,4}
4 modes for {1,1,1,1,2,2,2,2,3,3,3,3,4,4,4,4, 5}

They are both discrete distributions. So, they should have definite modes.

http://en.wikipedia.org/wiki/Mode_(statistics)

2014-03-26 12:46:47 補充:
0 modes for {nothing}

有SAMPLE必有MODE, 冇SAMPLE才冇MODE

1 mode for {100}

2 modes for {1, 2}
2014-03-19 10:06 pm
The mode is the item that has the highest frequency, if all terms having the same frequency, there is no mode.

So, no mode for {1,1,1,1,2,2,2,2,3,3,3,3,4,4,4,4}.
1, 2, 3, 4 are the mode for {1,1,1,1,2,2,2,2,3,3,3,3,4,4,4,4,5}.
2014-03-19 9:50 pm
mode of {1,1,1,1,2,2,2,2,3,3,3,3,4,4,4,4} is 1, 2, 3, 4 or no mode.
mode of {1,1,1,1,2,2,2,2,3,3,3,3,4,4,4,4} is 1, 2, 3, 4.
參考: knowledge


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