The assignment that I am working on right now is from the AP Statistics class. It is my first time to learn statistics and I am pretty much enjoying the subject. The above picture is a histogram that shows a bell-shaped distribution. The image is from Google so doesn't have much relevance to my homework. There is a question that I was impressed the most. It was not the hardest question but it gave me a thrill when I solved it and finally understood the question wholly. The question was about a bell-shaped distribution just like the above picture. The question goes: Can you be sure that the below histogram has a standard deviation bigger than 5?
The answer is yes because according to a rule called "Empirical Rule" in statistics, about 95% of population, the group of things that are under investigation, is between (median-standard deviation) and (median+standard deviation). The standard deviation could not be smaller than 5 since only about 50% of population belonged to the range between (median-5) and (median+5). Therefore, I could conclude that the standard deviation should be bigger.
This question was actually a part of a bigger question. However, it gave me a better understanding about the relationship between bell-shaped distribution, empirical rule, and the standard deviation. It did tickle my soul.
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