Mathematics 9709/61 — October/November 2010
Cambridge AS Level · Probability & Statistics 1 · worked solutions for every part, with the mark scheme
Topics Representation of Data · The Normal Distribution · Discrete Random Variables · Probability · Permutations and Combinations
Anita made observations of the maximum temperature, , on 50 days. Her results are summarised by and , where denotes the mean of the 50 observations. Calculate and the standard deviation of the observations.
Approach
Use the definitions of the mean and standard deviation for observations. The mean is found by dividing the total by , and the standard deviation is the square root of the average squared deviation from the mean.
Working
The total of the 50 temperatures is given by , so the mean is
The sum of squared deviations from the mean is given directly as
Therefore the standard deviation is
Evaluating this:
Answer
mean = 18.2 °C, standard deviation = 4.19 °C
Walkthrough
This question gives the two summary quantities you need directly: the total of the observations, , and the sum of the squared deviations from the mean, .
- Find the mean. The mean of a set of observations is
Here there are 50 days, so
- Use the given squared deviations. The standard deviation is the square root of the average squared deviation from the mean:
The question has already told us that , so we do not need to calculate each deviation.
- Evaluate.
Key Takeaways
- The mean is found by dividing the total of all observations by the number of observations.
- When a set of data is summarised by , the standard deviation can be computed directly as .
- Keep the unsimplified expression, such as , visible in your working; examiners award method marks for seeing it.
Common Mistakes
- Forgetting the square root: the variance is , but the standard deviation is .
- Using instead of : unless told the data is a sample for which is required, Cambridge S1 uses the divisor for the standard deviation of a set of data.
- Using a rounded mean in further calculations: here the mean is exact at , so there is no rounding issue, but if the mean had not been exact, using a rounded value early could change the final answer.
- Not showing the method expression: the mark scheme gives a method mark specifically for the correct unsimplified expression , so write it down.
Things to Be Careful About
- The total is in degrees; the mean and standard deviation will also be in degrees Celsius.
- The standard deviation must be a non-negative number. If you get a negative value, check whether you forgot to take the square root.
- Round the final standard deviation to a suitable degree of accuracy; the mark scheme accepts .
The rest of this paper
6 more questions- Q2The Normal Distribution5M
- Q3The Normal Distribution · Discrete Random Variables7M
- Q4Representation of Data7M
- Q5Probability8M
- Q6Permutations and Combinations9M
- Q7Probability · Discrete Random Variables11M