Testing hypotheses using a normal distribution is well understood and relatively easy. The simplest chi-squared distribution is the square of a standard normal distribution. So wherever a normal …

The chi-square () distribution is fundamental for goodness-of-fit tests and tests of independence. Its shape is defined by the degrees of freedom (df). The distribution is always non-negative and right …