We have three distribution: Normal Distribution, Chi-square distribution, Uniform
Distribution.
For Chi-square distribution, when x is normal distribution with zero mean and one
standard deviation, the formula is as follows: $f(x) = |x|^2$
Given this condition,
1) Please generate 100000 values of each distribution and save as a csv.
Also, 2) produce statistical results and with samples of 10000,20000,30000,50000, and
100000 and save as a csv.
$\to$ Statistical Results: Mean, Standard Deviation, Variance, Max, Min, 5 percentile
(10%,20%,40%,80%,90%)
$\to$ Total Number of Statistical Results: 300(150 for pandas, 150 for numpy)
$\to$ Condition: DO NOT USE describe() for this assignment.