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Practice — Statistics bridge for Further Mathematics • 0.7 Normal distribution

1. Reading the variance parameter
Difficulty: ★☆☆
2154

\(X\sim\mathrm{N}(32,49)\), where the second parameter is the variance. What is the standard deviation of \(X\)?

Hint
Variance is the square of standard deviation.
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2. Symmetry at the mean
Difficulty: ★☆☆
2155

\(X\sim\mathrm{N}(72,25)\). Find \(P(X<72)\).

Hint
Locate 72 relative to the centre of the normal curve.
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3. Standardising a value
Difficulty: ★☆☆
2156

\(X\sim\mathrm{N}(100,225)\). Which standard normal value corresponds to \(X=130\)?

Hint
Subtract the mean and divide by the square root of the second parameter.
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4. A normal upper tail
Difficulty: ★★☆
2157

The mass \(M\) of a packet has model \(\mathrm{N}(48,36)\), in grams. Find \(P(M>57)\), to 4 d.p.

Hint
The packet standard deviation is 6 g; shade the area to the right of 57 g.
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5. An interval crossing the mean
Difficulty: ★★☆
2158

\(X\sim\mathrm{N}(20,16)\). Find \(P(14<X<22)\), to 4 d.p.

Hint
Convert both endpoints to standard normal values, then subtract cumulative areas.
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6. An inverse upper-tail cutoff
Difficulty: ★★☆
2159

The fill volume \(V\) of a bottle has model \(\mathrm{N}(250,16)\), in millilitres. Find the cutoff \(c\) such that \(P(V>c)=0.025\). Give \(c\) to 1 d.p.

Hint
An upper 2.5% tail leaves 97.5% of the area to the left.
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7. Recovering a standard deviation
Difficulty: ★★☆
2160

A normal variable has mean 40 and its 97.5th percentile is 49.8. Find its standard deviation, to 3 s.f.

Hint
Write the 97.5th percentile as the mean plus a standard normal percentile times the standard deviation.
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8. A strict inequality and continuity correction
Difficulty: ★★☆
2161

\(X\sim\mathrm{B}(120,0.25)\). Use \(Y\sim\mathrm{N}(30,22.5)\) as a normal approximation. Which region should be used to estimate \(P(X>35)\)?

Hint
First identify the smallest integer allowed by \(X>35\).
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9. Two symmetric percentiles
Difficulty: ★★★
2162

A normal variable has 20th percentile 12 and 80th percentile 30. Which pair gives its mean and standard deviation, each to 3 s.f.?

Hint
The 20th and 80th percentiles are symmetric about the mean; add and subtract their equations.
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10. A corrected two-sided binomial interval
Difficulty: ★★★
2163

\(X\sim\mathrm{B}(160,0.4)\). Use a normal approximation with continuity correction to estimate \(P(58\le X\le70)\), to 4 d.p.

Hint
Match the binomial mean and variance, then move both inclusive endpoints outward by half a unit.
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