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Q.10
Expert-verifiedIs X~N() a standardized normal distribution? Why or why not?
It is clear that X follows standard deviation distribution because its mean is zero and the standard deviation is .
Hence, XN() is a standard normal distribution.
Given the value that, XN()
If a normal distribution is standardized then normal distribution will evolve standard normal distribution and then it can be defined as below:
ZN()
Where,
It is given that X follows normal distribution such that,
XN()
So, it is clear that X follows standard deviation distribution because its mean is zero and the standard deviation is .
Hence, XN() is standard normal distribution.
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