Inverse normal (find the value for a given probability)
The reverse of a normal probability: given a percentage, find the cut-off value (e.g. the mark for the top 10%).
In short: Inverse normal works backwards from a probability to a value: it returns the x-value below which a given area of a normal distribution lies. You enter the area to the left, the mean and the standard deviation. Use it for questions that give a percentage or probability and ask for a boundary value.
When you'd use this
A question gives a probability (or percentage) and asks you to find the corresponding value.
Finding a cut-off, e.g. the mark needed to be in the top 10% of a normally distributed set of results.
Working backwards from P(X < k) = ... to find k, the reverse of a normal probability question.
Setting a boundary for a hypothesis test's critical region.
Here's a real IB-style question that uses exactly this technique.
MediumCalculatorPaper 2[3 marks]
Test scores are modelled by X ~ N(60, 10²). Find the score k such that P(X > k) = 0.1, to 3 significant figures.
k = 72.8
Mark it
Correct3 / 3 marks
Worked solution & mark scheme:
M1 invNorm(0.9, 60, 10), using P(X < k) = 0.9
A1 k = 72.8
Common questions
When would I need to find a value from a given probability (inverse normal) in IB Maths?
The reverse of a normal probability: given a percentage, find the cut-off value (e.g. the mark for the top 10%). A question gives a probability (or percentage) and asks you to find the corresponding value. Finding a cut-off, e.g. the mark needed to be in the top 10% of a normally distributed set of results.
How do I find a value from a given probability (inverse normal) on a TI-84 Plus CE?
1. Work out the area to the LEFT of the value you want. 2. 2nd → VARS (DISTR) → invNorm(area, μ, σ). Newer OS lets you pick the tail.
How do I find a value from a given probability (inverse normal) on a Casio fx-CG50 and fx-CG100?
1. Work out the area to the LEFT of the value you want. 2. Main menu → Statistics → DIST → NORM → InvN; set the tail and enter area, σ, μ.
How do I find a value from a given probability (inverse normal) on a TI-Nspire CX?
1. Work out the area to the LEFT of the value you want. 2. menu → Probability → Distributions → Inverse Normal; enter the area, μ and σ.
What should I watch out for when I find a value from a given probability (inverse normal)?
invNorm needs the area to the LEFT. For "top 10%", use area = 0.90; for "bottom 25%", use area = 0.25.
How are marks awarded when I find a value from a given probability (inverse normal) in an IB exam?
In the worked example on this page (3 marks, Paper 2), the marks are: M1: invNorm(0.9, 60, 10), using P(X < k) = 0.9; A1: k = 72.8.