In S1, \(X \sim N(\mu, \sigma^2)\) models a continuous variable with a symmetric bell-shaped distribution. Standardise with \(Z = \frac{X - \mu}{\sigma}\) to find probabilities, work backwards from a probability to a value, and set up simultaneous equations to find an unknown \(\mu\) or \(\sigma\). The second number in \(N(\mu, \sigma^2)\) is the variance, so take its square root.
The curve is symmetric about the mean \(\mu\), so mean, median and mode are equal. About \(68\%\) of values lie within one standard deviation of the mean and about \(95\%\) within two. \(X \sim N(50, 16)\) has variance 16, so \(\sigma = 4\).
Standardising: finding probabilities
\(Z = \frac{X - \mu}{\sigma} \sim N(0, 1)\). For \(X \sim N(50, 4^2)\): \(P(X < 56) = P(Z < 1.5) = 0.9332\). For an upper tail use \(P(Z > z) = 1 - P(Z < z)\), and for a negative \(z\) use symmetry: \(P(Z < -z) = P(Z > z)\).
Working backwards: finding a value
Find the \(z\)-value from the probability, then \(x = \mu + z\sigma\). For \(X \sim N(50, 4^2)\), the value exceeded by \(10\%\) of the distribution has \(z = 1.2816\), so \(x = 50 + 1.2816 \times 4 = 55.1\).
Finding an unknown mean or standard deviation
Each probability you are given becomes one equation \(\frac{x - \mu}{\sigma} = z\). One unknown needs one equation; both \(\mu\) and \(\sigma\) need two, solved simultaneously.
Key formulas
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\(Z=\frac{X-\mu}\sigma\sim N(0,1)\)
In the formula booklet = printed in Pearson's IAL formulae booklet, so know where to find it. Learn it = not printed there, so learn it by heart. All S1 formulas on one page (free PDF) →
S1 The Normal Distribution worked examples
Each mark scheme is checked line by line before it is published here. M marks are for method, A marks for accurate answers that follow from them, B marks for independent results.
Worked example 1 · 4 marks · medium
The diameters of bolts made by a machine are normally distributed with mean $12\text{ mm}$ and standard deviation $0.2\text{ mm}$. A bolt is rejected if its diameter is less than $11.7\text{ mm}$ or more than $12.3\text{ mm}$. Find the expected number of rejected bolts in a batch of $1000$.
The lengths of a species of fish are normally distributed with mean $\mu$ cm and standard deviation $\sigma$ cm. $10\%$ of the fish are longer than $80$ cm and $20\%$ are shorter than $60$ cm. Find the values of $\mu$ and $\sigma$.
Mark scheme
$z = 1.2816$ for the upper $10\%$ B1 $z = -0.8416$ for the lower $20\%$ B1 $80 - \mu = 1.2816\sigma$ and $60 - \mu = -0.8416\sigma$ M1 subtracting: $20 = 2.1232\sigma$ M1 $\sigma = 9.42$ A1 $\mu = 67.9$ A1
Worked example 3 · 5 marks · medium
The random variable $X \sim N(40, \sigma^2)$ and $P(X \gt 45) = 0.3$. (a) Find the value of $\sigma$. (3) (b) Hence find $P(X \lt 30)$. (2)
Play with itThe shape of a normal distribution: drag the sliders
The points lie on the curve of a normal distribution. Change m (the mean) and s (the standard deviation) until the curve passes through every point. What does changing m do to the curve? What does changing s do?
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6 quick questions on the normal distribution. No sign-in needed.
\(X \sim N(12, 3^2)\). Find the \(z\)-score of \(x = 15\).
\(X \sim N(65, 10^2)\). Find the \(z\)-score of \(x = 40\).
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Common S1 the normal distribution mistakes
Variance for standard deviation. In \(N(50, 16)\), \(\sigma = 4\). Dividing by 16 when standardising is a common slip.
The wrong tail. Tables give \(P(Z < z)\). For "more than", subtract from 1; draw a quick sketch and shade the region first.
Sign of z below the mean. A value below the mean has a negative \(z\): \(60 - \mu = -0.8416\sigma\), not \(+0.8416\sigma\).
Rounding z too early. Keep the \(z\)-values to 4 decimal places, as tables give them, until the last line.
Is a calculator allowed for normal distribution questions in S1?
Yes. A calculator is allowed in every IAL maths unit, S1 included, but write down the standardisation and the probability you are finding: method marks are given for that working.
How do I find σ if I know a probability?
Turn the probability into a z-value, then solve (x − μ) / σ = z for σ. If μ is unknown too, use two probabilities to get two equations and solve them simultaneously.
Is a calculator allowed in IAL S1?
Yes. A calculator is allowed in every Edexcel IAL maths unit, S1 included. Method marks are for the working you write down, so show it.
How long is the IAL S1 exam?
Each IAL maths unit, S1 included, is one written paper of 1 hour 30 minutes worth 75 marks.
How often does the normal distribution come up in S1?
In our mapping of the 4 Pearson S1 papers from June 2024 to June 2025, the normal distribution was tested in 4 of them (6 questions in all). Any topic can be examined in any series.