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Finding the probability from a Z-Score involves using the standard normal distribution table. The Z-Score is a measure of how many standard deviations a particular value is above or below the mean. To find the probability, we look up the corresponding Z-Score in the table, which provides the area under the curve to the left of that Z-Score. This gives us the probability of obtaining a value equal to or less than the given Z-Score. For example, if a Z-Score of 1.5 is given, we can use the table to find that the probability is 0.9332, meaning there is a 93.32% chance of obtaining a value equal to or less than 1.5 standard deviations above the mean.
Find Probability from a Z-Score (With Examples)
The easiest way to find the probability from a z-score is to simply look up the probability that corresponds to the z-score in the .
This tutorial explains how to use the z table to find the following probabilities:
- The probability of a value being less than a certain z-score.
- The probability of a value being greater than a certain z-score.
- The probability of a value being between two certain z-scores.
Let’s jump in!
Example 1: Probability Less Than a Certain Z-Score
Suppose we would like to find the probability that a value in a given distribution has a z-score less than z = 0.25.
To find this probability, we need to look up 0.25 in the :

The probability that a value in a given distribution has a z-score less than z = 0.25 is approximately 0.5987.
Note: This could also be written as 59.87% in percentage terms.
Example 2: Probability Greater Than a Certain Z-Score
Suppose we would like to find the probability that a value in a given distribution has a z-score greater than z = -0.5.
To find this probability, we need to look up -0.5 in the :

The probability that corresponds to a z-score of -0.5 is .3085.
However, since we want to know the probability that a value in a given distribution has a z-score greater than -0.5, we need to subtract this probability from 1.
Thus, the probability that a value in a given distribution has a z-score greater than -0.5 is: 1 – .3085 = 0.6915.
Example 3: Probability Between Two Z-Scores
Suppose we would like to find the probability that a value in a given distribution has a z-score between z = 0.4 and z = 1.
First, we will look up the value 0.4 in the :

Then, we will look up the value 1 in the :

Then we will subtract the smaller value from the larger value: 0.8413 – 0.6554 = 0.1859.
Thus, the probability that a value in a given distribution has a z-score between z = 0.4 and z = 1 is approximately 0.1859.
The following tutorials provide additional information about z-scores:
Cite this article
stats writer (2024). How do you find the probability from a Z-Score? Can you provide examples?. PSYCHOLOGICAL SCALES. Retrieved from https://scales.arabpsychology.com/stats/how-do-you-find-the-probability-from-a-z-score-can-you-provide-examples/
stats writer. "How do you find the probability from a Z-Score? Can you provide examples?." PSYCHOLOGICAL SCALES, 27 Jun. 2024, https://scales.arabpsychology.com/stats/how-do-you-find-the-probability-from-a-z-score-can-you-provide-examples/.
stats writer. "How do you find the probability from a Z-Score? Can you provide examples?." PSYCHOLOGICAL SCALES, 2024. https://scales.arabpsychology.com/stats/how-do-you-find-the-probability-from-a-z-score-can-you-provide-examples/.
stats writer (2024) 'How do you find the probability from a Z-Score? Can you provide examples?', PSYCHOLOGICAL SCALES. Available at: https://scales.arabpsychology.com/stats/how-do-you-find-the-probability-from-a-z-score-can-you-provide-examples/.
[1] stats writer, "How do you find the probability from a Z-Score? Can you provide examples?," PSYCHOLOGICAL SCALES, vol. X, no. Y, ص Z-Z, June, 2024.
stats writer. How do you find the probability from a Z-Score? Can you provide examples?. PSYCHOLOGICAL SCALES. 2024;vol(issue):pages.
