Microsoft Excel for statistics topic list > Normal Distribution Probability in Excel
Before you begin, you might find it helpful to review what a normal distribution is. See: What is a normal distribution?
You can also review what different types of word problems you’re likely to come across. See:
Normal distribution problems index.
How to Calculate Normal Distribution Probability in Excel
While it’s possible to look up probabilities for a normal distribution using the z-table, it’s actually much easier to calculate probabilities in Excel for a couple of reasons. First, there’s no looking at a table; the NORMDIST function does the hard work for you. Second, Excel does the intermediate calculations for you. Most calculation errors happen in an intermediate step (such as calculating the z-score to look up) rather than the actual z-score itself. Excel can handle three types of probability calculations: more than, less than, and in between. These instructions work for Excel 2007 and Excel 2010.
Sample Question: Suppose that a contaminant in samples from a city’s water supply has a mean of 500 ppm and a standard deviation of 100 ppm. What is the probability that bacteria in a randomly selected water sample will be: 1/ less than 600 ppm 2/More than 600 ppm 3/between 400 and 600 ppm?
Calculate Normal Distribution Probability in Excel: Less than
Step 1: Click an empty cell.
Step 2: Click the “Insert” tab.
Step 3: Click “Insert Formula”.
Step 4: Type “Normdist” into the search box and then click “Go.”
Step 5: Select “NORMDIST” from the list and then click “OK” to open the Function Arguments window.
Step 6: Enter your data into the box. For this example, type “600″ in the X box, “500″ in the Mean box, “100″ in the Standard Deviation box and “true” in the cumulative box..
Step 7: Click “OK.”. This returns 0.84134474 in the cell you clicked in Step 1, which is the probability of getting under 600 ppm.
Calculate Normal Distribution Probability in Excel: More than
Step 8: Subtract your answer from Step 7 (above) from 1:
Calculate Normal Distribution Probability in Excel: Between
Step 9: Repeat Steps 1 through 8 for the second value, which for this example is 400. The probability is 0.15865526.
Step 10: Subtract the larger probability from the smaller probability. In this example:
0.84134474 – 0.15865526 = 0.68269