If the resulting p Value is less than the Level of Significance, we reject the Null
Hypothesis and state that we cannot state within the required Degree of Certainty
that the data is normally distributed. In other words, if we would like to state within
95% certainty that the data can be described by the normal distribution, the Level of
Significance is 5%. The Level of Significance = 1 - Required Degree of Certainty. If
the resulting p Value is greater than 0.05, we can state with at least 95% certainty
that the data is normally distributed.
.