A factory produces rectangular white marble floor tiles. The length of the floor tiles in centimetres can be regarded as a normal random variable with mean 18.9 and standard deviation 0.3. The breadth of the tiles in centimetres can be regarded as an independent normal random variable with mean 8.9 and standard deviation 0.1. Find the mean and standard deviation of the total perimeter of ten randomly chosen tiles.

  1. 60% of the tiles produced by the factory have a red tint when laid. The tint appearing on each tile is independent of another tile. These tiles are sold in packaging containing 500 tiles each. The factory claims that each packaging has at least k red-tinted tiles. Use a suitable approximation to find the greatest value of k such that the factory's claim is correct at least 95% of the time.

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Worked solution

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1. Define the random variable and state the exact binomial distribution with its mean and variance.

Let XX be the number of red-tinted tiles in a packaging of 500 tiles.
X∼B(500,0.6)X \sim \text{B}(500, 0.6)
Mean, μ=np=500(0.6)=300\mu = np = 500(0.6) = 300
Variance, σ2=np(1−p)=300(0.4)=120\sigma^2 = np(1-p) = 300(0.4) = 120

2. State the normal approximation and set up the probability inequality with continuity correction.

Since nn is large and both np=300>5np = 300 > 5 and n(1−p)=200>5n(1-p) = 200 > 5, XX can be suitably approximated by a normal distribution:
Y∼N(300,120)Y \sim \text{N}(300, 120)
We require the claim to be correct at least 95% of the time, so P(X≥k)≥0.95P(X \ge k) \ge 0.95.
Applying continuity correction for discrete to continuous approximation:
P(Y≥k−0.5)≥0.95P(Y \ge k - 0.5) \ge 0.95

3. Standardise the normal variable and use the inverse normal distribution to find the range of values for k.

Standardising the random variable:
P(Z≥k−0.5−300120)≥0.95P\left(Z \ge \frac{k - 0.5 - 300}{\sqrt{120}}\right) \ge 0.95
From the standard normal distribution, the critical zz-value for an upper tail area of 0.950.95 (or lower tail of 0.050.05) is approximately −1.6449-1.6449.
Thus, we require:
k−300.5120≤−1.6449\frac{k - 300.5}{\sqrt{120}} \le -1.6449
k−300.5≤−1.6449120k - 300.5 \le -1.6449\sqrt{120}
k≤300.5−18.018k \le 300.5 - 18.018
k≤282.48k \le 282.48

4. Conclude the final greatest integer value for k.

Since kk represents a number of tiles, it must be an integer.
The greatest possible integer value satisfying k≤282.48k \le 282.48 is k=282k = 282.

Answer

282282

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