How do you find the absolute value of the largest difference between the area of one bin in the binomial probability histogram and the normal approximation?
Step 1: Approximate the given data with a binomial distribution and fit a binomial histogram. Compute the number of bins and the corresponding bin-sizes using one of the methods from Sturges' formula, Doane's formula, or Scott's reference rule. Once the bin-widths and number of bins are obtained, compute the area using corresponding frequency values from the distribution.
Step 2: Repeat the above process for normal distribution as well.
Step 3: Compute the pair-wise difference between the bin-areas from the two distributions and report the one with the highest absolute value.
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