Measures of dispersion
One machine packs $500$ g bags of rice with a standard deviation of $5$ g; another packs $1000$ g bags of lentils with a standard deviation of $8$ g. Which one is more precise? The lentil machine has a larger standard deviation in grams, but comparing them without taking the size of the bag into account would be a mistake: we need to make the dispersion relative before comparing.
Range
The maximum temperatures recorded in a city during a winter week were: $12$, $14$, $9$, $11$, $15$, $10$ and $13$ degrees Celsius. Calculate the range of these…
The maximum temperatures recorded in a city during a winter week were: $12$, $14$, $9$, $11$, $15$, $10$ and $13$ degrees Celsius. Calculate the range of these temperatures.
A frequency table groups the daily mobile phone usage time into the following intervals: $[0, 1)$, $[1, 2)$, $[2, 3)$ and $[3, 4)$ hours. Determine the maximum possible…
A frequency table groups the daily mobile phone usage time into the following intervals: $[0, 1)$, $[1, 2)$, $[2, 3)$ and $[3, 4)$ hours. Determine the maximum possible range of the original data that have been grouped in this table.
Variance and standard deviation
A student's marks in five mathematics exams are $5$, $6$, $7$, $8$ and $9$. Knowing that the arithmetic mean is $7$, calculate the variance and standard deviation of…
A student's marks in five mathematics exams are $5$, $6$, $7$, $8$ and $9$. Knowing that the arithmetic mean is $7$, calculate the variance and standard deviation of their marks.
In a football team, the number of goals scored per match over a season is summarised in the following distribution: $0$ goals: $5$ matches $1$ goal: $8$ matches $2$…
In a football team, the number of goals scored per match over a season is summarised in the following distribution:
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$0$ goals: $5$ matches
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$1$ goal: $8$ matches
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$2$ goals: $4$ matches
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$3$ goals: $3$ matches
Calculate the variance and the standard deviation of the number of goals per match.
The time, in minutes, taken by several customers to be served at a supermarket checkout is grouped into the following intervals: $[0, 5)$: $4$ customers $[5, 10)$: $10$…
The time, in minutes, taken by several customers to be served at a supermarket checkout is grouped into the following intervals:
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$[0, 5)$: $4$ customers
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$[5, 10)$: $10$ customers
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$[10, 15)$: $6$ customers
Find the variance and standard deviation of the waiting time.
Coefficient of variation
The mean weight of an industrially manufactured model of screw is $15$ grams, with a standard deviation of $0,45$ grams. Calculate the coefficient of variation and…
The mean weight of an industrially manufactured model of screw is $15$ grams, with a standard deviation of $0,45$ grams. Calculate the coefficient of variation and express it as a percentage.
Two cyclists, Ana and Carlos, have recorded their times (in minutes) in five identical training stages: Ana's times: $45$, $48$, $50$, $46$, $47$ Carlos's times: $40$,…
Two cyclists, Ana and Carlos, have recorded their times (in minutes) in five identical training stages:
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Ana's times: $45$, $48$, $50$, $46$, $47$
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Carlos's times: $40$, $55$, $42$, $58$, $41$
Calculate the coefficient of variation for each of them and determine who is more consistent in their times.
A packaging machine A produces bags of rice with a mean weight of $500$ grams and a standard deviation of $5$ grams. Another machine B produces bags of lentils with a…
A packaging machine A produces bags of rice with a mean weight of $500$ grams and a standard deviation of $5$ grams. Another machine B produces bags of lentils with a mean weight of $1000$ grams and a standard deviation of $8$ grams. Using the coefficient of variation, determine which machine is comparatively more precise in its packaging process.
Transformations and combining groups
The prices of a tech product in several shops in the United States have a standard deviation of $15$ dollars. If for an economic study we convert all prices to euros…
The prices of a tech product in several shops in the United States have a standard deviation of $15$ dollars. If for an economic study we convert all prices to euros using a fixed exchange rate of $0,90$ euros per dollar, what will the variance and standard deviation of the prices expressed in euros be?
A statistical data set consisting of $10$ values has an arithmetic mean of $5$ and a variance of $2$. If a new value of $16$ is added to this set, calculate the new…
A statistical data set consisting of $10$ values has an arithmetic mean of $5$ and a variance of $2$. If a new value of $16$ is added to this set, calculate the new arithmetic mean and the new variance of the resulting $11$ values.
In a secondary school, class 4A has $20$ students with a mean mark in statistics of $6$ and a variance of $1,5$. Class 4B has $30$ students with a mean mark also of $6$…
In a secondary school, class 4A has $20$ students with a mean mark in statistics of $6$ and a variance of $1,5$. Class 4B has $30$ students with a mean mark also of $6$ and a variance of $2$. If the students from both classes are combined into a single group, what will be the overall variance of the $50$ students?
Working backwards: the variance as an equation
When the variance or the mean are known and a frequency or a value is missing, the formula itself becomes an equation.
A discrete statistical variable takes the values $0$, $1$ and $2$ with absolute frequencies $2$, $k$ and $2$, respectively. Knowing that the arithmetic mean of the…
A discrete statistical variable takes the values $0$, $1$ and $2$ with absolute frequencies $2$, $k$ and $2$, respectively. Knowing that the arithmetic mean of the distribution is $1$, set up an equation to determine the value of the frequency $k$ such that the variance of the distribution is exactly $0,5$.
A statistical study has been carried out on a variable and it is known that the sample size is $N$. Furthermore, the following aggregated values have been obtained:…
A statistical study has been carried out on a variable and it is known that the sample size is $N$. Furthermore, the following aggregated values have been obtained: $\sum x_i f_i = 40$ and $\sum x_i^2 f_i = 200$. If the variance of the distribution is $4$, determine the sample size $N$.
Back to the start: The coefficient of variation for the rice is $CV = \frac{5}{500} = 0{,}01$ ($1\%$) and for the lentils it is $CV = \frac{8}{1000} = 0{,}008$ ($0{,}8\%$), so the lentil packing machine is more precise because it has the lower relative dispersion.