Normal Distribution Calculator

μ=
σ=
x=
e.g. 0.05
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One calculator for the whole bell curve

Bell curves appear wherever many small effects add up: exam results, measurement errors, delivery times. The Normal Distribution Calculator works the curve in both directions, turning raw scores into probabilities and probabilities back into scores. Analysts use it for grade cutoffs, forecast ranges, and any quick check of where a value lands.

The method: standardize and read the curve

Every question reduces to z = (x - mean) / SD, then reading the normal CDF. Example: an exam with mean 70 and SD 10, a score of 85 gives z = 1.5, so the probability above it is about 0.0668, or 6.68 percent. In the quantile direction, the top 5 percent cutoff equals 70 + 1.645 * 10 = 86.45.

How to use it step by step

Open Probability from score, enter the Mean, the Standard deviation, and the Raw score, then press Calculate for a tail probability. For cutoffs, switch to Quantiles (Score from probability), enter Mean, Standard deviation, and the Probability such as 0.95. The Z score from probability mode returns just the standardized cutoff. Raise Precision for extra decimals on any result.

Delivery promises suit the same machinery in a business setting. Say orders average 5.2 days with an SD of 0.8 and you promise 7 days; the Raw score 7 gives z = (7 - 5.2) / 0.8 = 2.25, and the tail probability lands near 0.0122, so only 1.22 percent of shipments arrive late. In Quantiles (Score from probability), a Probability of 0.90 yields 5.2 + 1.282 * 0.8 = 6.23 days, the deadline that satisfies nine of every ten customers.

Frequently Asked Questions

What is the standard normal distribution?

It is the normal curve standardized to mean 0 and SD 1. Any normal variable becomes it after subtracting the mean and dividing by the standard deviation, exactly the z step.

Is the probability of one exact value zero?

For a continuous distribution, yes. Only ranges carry probability, so the chance of exactly 85.000 is zero while 85 or more equals about 6.68 percent in the example.

How do I find the top 5 percent?

Switch to the quantile mode, enter your Mean and Standard deviation, and request Probability 0.95. The returned raw score is the cutoff, 86.45 for mean 70 with SD 10.

What does the precision setting change?

Only how many decimals the result displays. The underlying computation stays the same, so raising Precision reveals more exact digits without altering any input you already made.

Why does the curve total 1?

Total probability must equal 1 for any distribution. The bell curve spans every possible value exactly once, so its area from negative to positive infinity integrates to exactly 1.

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