The chi-square value is calculated using the following formula: Using this formula, the difference between the observed and expected frequencies is calculated for each experimental outcome category.

Mathematically, these would be represented as follows: Null hypothesis (Ho): P = 0.5 Alternate hypothesis (Ha): P≠0.5 A random sample of 100 coin flips is taken, and the results are recorded.