This calculator determines the Z-score cut off value from the population mean, standard deviation, and percentile.
The Z-score cut off value can be calculated using the following steps:
First, find the Z-score value corresponding to the xth percentile using the Z-score Table or Percentile to Z-score Calculator.
For example:
Percentile | Z-score |
---|---|
90th | 1.28155 |
95th | 1.64485 |
99th | 2.32635 |
Now use the Z-score formula:
Z = |
|
X = (Z × σ) + μ
Where,
X = Cutoff value,
Z = Z-score for the xth percentile,
μ = Mean,
σ = Standard deviation.
Let's take an example.
Suppose, the mean is 82 and the standard deviation is 12. Calculate the Z-score cutoff value for the 99th percentile.
Here,
Mean (μ) = 82,
Standard deviation (σ) = 12,
Percentile = 99th.
1. Find the Z-score for the 99th percentile.
Z = 2.32635
2. Put all the values in the formula.
X = (Z × σ) + μ
X = (2.32635 × 12) + 82
X = 27.9162 + 82
X = 109.916