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Calculate the upper quartile of car speeds and the number of cars exceeding 35 km/h using the provided cumulative frequency data.

Mathematics

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3 steps
  1. Estimate the upper quartile from the cumulative frequency diagram.

    The total number of cars is 200. The upper quartile (Q3) corresponds to the 75th75^{\text{th}} percentile of the data.

    Upper quartile position=0.75×200=150\text{Upper quartile position} = 0.75 \times 200 = 150

    From the cumulative frequency table (from the previous step):

    • At v≤45v \le 45, cumulative frequency is 112.
    • At v≤50v \le 50, cumulative frequency is 170. The 150th150^{\text{th}} car's speed lies between 45 km/h and 50 km/h. We estimate this value by interpolating between these points. The range of cumulative frequency is 170−112=58170 - 112 = 58. The range of speed is 50−45=550 - 45 = 5. We need to find the speed corresponding to a cumulative frequency of 150. This is 150−112=38150 - 112 = 38 units above the cumulative frequency at 45 km/h.
    Estimated upper quartile speed=45+(3858)×(50−45)\text{Estimated upper quartile speed} = 45 + \left(\frac{38}{58}\right) \times (50 - 45) =45+(3858)×5= 45 + \left(\frac{38}{58}\right) \times 5 =45+19058= 45 + \frac{190}{58} ≈45+3.276\approx 45 + 3.276 ≈48.3 km/h\approx 48.3 \text{ km/h}
  2. Estimate the number of cars with a speed greater than 35 km/h.

    First, find the cumulative frequency at 35 km/h from the diagram.
    From the cumulative frequency table:

    • At v≤20v \le 20, cumulative frequency is 16.
    • At v≤40v \le 40, cumulative frequency is 50. The speed 35 km/h lies between 20 km/h and 40 km/h. We estimate the cumulative frequency by interpolating. The range of speed is 40−20=2040 - 20 = 20. The range of cumulative frequency is 50−16=3450 - 16 = 34. We need to find the cumulative frequency at 35 km/h. This is 35−20=1535 - 20 = 15 units above 20 km/h.
    Estimated cumulative frequency at 35 km/h=16+(1520)×(50−16)\text{Estimated cumulative frequency at } 35 \text{ km/h} = 16 + \left(\frac{15}{20}\right) \times (50 - 16) =16+0.75×34= 16 + 0.75 \times 34 =16+25.5= 16 + 25.5 =41.5= 41.5

    This means approximately 41.5 cars have a speed less than or equal to 35 km/h. The number of cars with a speed greater than 35 km/h is the total number of cars minus the number of cars with speed less than or equal to 35 km/h.

    Number of cars with speed >35 km/h=200−41.5=158.5\text{Number of cars with speed } > 35 \text{ km/h} = 200 - 41.5 = 158.5

    Since the number of cars must be an integer, we round this to the nearest whole number.

    ≈159 cars\approx 159 \text{ cars}
  3. Find the probability that two randomly chosen cars both have a speed greater than 50 km/h.

    First, determine the number of cars with a speed greater than 50 km/h.
    From the cumulative frequency table, the cumulative frequency for v≤50v \le 50 is 170.
    So, the number of cars with speed >50> 50 km/h is 200−170=30200 - 170 = 30.
    The probability that the first car chosen has a speed greater than 50 km/h is:

    P(1st car>50)=Number of cars with speed >50Total number of cars=30200P(\text{1st car} > 50) = \frac{\text{Number of cars with speed } > 50}{\text{Total number of cars}} = \frac{30}{200}

    After choosing one such car, there are 29 cars left with a speed greater than 50 km/h, and 199 total cars remaining.
    The probability that the second car chosen also has a speed greater than 50 km/h (given the first did) is:

    P(2nd car>50∣1st car>50)=29199P(\text{2nd car} > 50 \mid \text{1st car} > 50) = \frac{29}{199}

    The probability that both cars have a speed greater than 50 km/h is the product of these probabilities:

    P(both >50)=30200×29199P(\text{both } > 50) = \frac{30}{200} \times \frac{29}{199} P(both >50)=87039800P(\text{both } > 50) = \frac{870}{39800} P(both >50)=873980P(\text{both } > 50) = \frac{87}{3980} P(both >50)≈0.021859...P(\text{both } > 50) \approx 0.021859...

    Rounding to 3 significant figures:

    P(both >50)≈0.0219P(\text{both } > 50) \approx 0.0219

    b)

    iii)

    a) The upper quartile is 48.3 km/h\boxed{48.3 \text{ km/h}}. (Estimated from interpolation)

    b) The number of cars with a speed greater than 35 km/h is 159 cars\boxed{159 \text{ cars}}. (Estimated from interpolation)

    c) The probability that they both have a speed greater than 50 km/h is 0.0219\boxed{0.0219}.

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