Hi David,

2006 past year question
Question:
Let X be a uniformly distributed random variable between minus one and one so that the standard deviation of X is 0.577.  What percentage of the distributions will be less than 1.96 std deviations above the mean?
A: 100%
B: 97.5%
C: 95%
D: Insufficient information provided.

Answer: A 100%
The answer requires understanding of distributions and std deviation.  The key is that every distribution has a std distribution.  However the number of std deviations associated with different probabilities are different for each distribution.  In this case 1.96 std deviation represents a move of 1.12 or less.  As the total distribution is defined as falling between minus one and one. 

Can you explain how to solve this question?  I do not have a clue of what the question is asking even after reading the answer.

Your guidance, please

Regards
Learning.

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