Simple ways on how to calculate percentage error

How to Calculate Percentage Error

The percentage error is, formally, the magnitude of the difference between an exact and an approximate value divided by the magnitude of the exact value per 100 cases (percentage form). Essentially, this allows you to see how far off an approximate value and an exact value are in a percentage of the exact value. The error can be because of measuring errors (tools or human error) or because of approximations used in calculating (rounding errors, for example). Regardless, the formula is quite straightforward and simple to calculate.

Part One of Two:
Calculating the Values Part of the EquationEdit

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   Write down the formula for percentage error. The formula for calculating percentage error is simple: [(|Approximate Value - Exact Value|) / Exact Value] x 100. You will use this as a reference to plug in the two values you need to know.^[1]
   

   • The approximate value is your estimated value, and the exact value is the real value.
   • For example, if you guess that there will be 9 oranges in a bag, but there are actually 10, 9 is the approximate value, and 10 is your exact value.
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   Subtract the exact value from the approximate one. In the example of oranges, you will subtract 10 (the exact value) from 9 (the estimated value). In this case, the result is 9 - 10 = -1. ^[2]
   

   • This difference is considered the magnitude of difference in approximate and estimated values. This begins to tell you how far off the results were from what they were expected to be.
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   Find the absolute value of the top result. Since the formula uses the absolute value of the difference, you can discard a negative sign. In this example, -1 will become just 1.^[3]
   

   • In the oranges example, 9 - 10 = -1. The absolute value of -1, written as |-1|, is 1.
   • If your result is positive, leave the number as it is. For example, 12 apples (approximate) - 10 apples (exact) = 2. The absolute value of 2 (|2|) is just 2.
   • In statistics, taking the absolute value simply means you don’t care which direction your guess was off (either too high—positive—or too low—negative). You just want to know how far off the estimate was from the exact value.
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   Divide that result by the absolute exact value. Either with a calculator or by hand, divide the top number by the absolute value of your exact variable. In this example, the exact value is already positive, so you just need to divide 1 (from thepreviousstep) by 10 (the exact number of oranges).^[4]
   

   • For this example, 1/|10| = 1/10.
   • In some cases, the exact value might be a negative number to begin with. If this is the case, you want to ignore the negative (i.e. take the absolute value of the exact number)

Part Two of Two:
Finalizing Your Answer in Percentage FormEdit

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   Convert the fraction into decimal form. To convert the fraction into a percentage, it is easiest to have a decimal number. For our example, 1/10 = 0.1. Calculators will be able to convert more difficult numbers quickly for you.
   

   • If you cannot use a calculator, it may take using long division to convert the fraction to a decimal. Usually, about 4 or 5 digits past the decimal place will be sufficient to round to.
   • You should always be dividing a positive number by a positivenumber when converting to decimal form.
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   Multiply the result times 100.Simply multiply the result, 0.1 in this example, by 100. This will convert the answer into percentage form. Just add the percentage symbol to the answer, and you're done.^[6]
   

   • In this example, 0.1 x 100 = 10. Add the percent sign to get 10%, your percentage error.
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   Check your work to make sure the answer is correct. Often swapping signs (positive/negative) and dividing can lead to minor errors in your calculations. It is best to go back to check your answer makes sense.
   

   • In our example, we want to make sure that our approximation of 9 oranges is off by 10% of the actual value of oranges. 10% (10% = 0.1) of 10 oranges is 1 (0.1 x 10 = 1).
   • 9 oranges + 1 = 10 oranges. This confirms that the guess of 9 was indeed off by just 1 oranges or 10% of the actual value of 10 oranges.