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Goodness of fit tests indicate whether or not it is reasonable to assume that a random sample comes from a specific distribution.
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Kolmogorov Smirnov Test : CDF vs PDF
The kernel density of probabilistic function would be hard to interpret, the width of each individual Dirac can change, that is why cumulative distribution is chosen which gives a wholistic picture ab …