CIE A Level Maths: Probability & Statistics 1复习笔记1.2.3 Box Plots & Cumulative Frequency

What is a box plot?

• A box plot is a graph that clearly shows key statistics from a data set
  • It shows the median, quartiles, minimum and maximum values and outliers
  • It does not show any other individual data items
• The middle 50% of the data will be represented by the box section of the graph and the lower and upper 25% of the data will be represented by each of the whiskers
• Only one axis is used when graphing a box plot
  • It is still important to make sure the axis has a clear, even scale and is labelled with units
• Box plots are often used for comparing two sets of data
  • Both box plots will be drawn one above the other on the same scale on the x-axis
  • They are useful for comparing data because it is easy to see the main shape of the distribution of the data from a box plot

What is a cumulative frequency graph?

• A cumulative frequency graph is used with data that has been organised into a grouped frequency table
• The cumulative frequency graph can be used to find estimates of percentiles and quartiles
  • As the data is grouped, it is not possible to find the actual values of these statistics

What are the main features of a cumulative frequency graph?

• A cumulative frequency graph considers how much data there is up to a certain value, including the data in that group and the one below
• Cumulative frequency will always be plotted on the y – axis
  • Consider the scale carefully because this will usually be a large number
  • You may be asked to add to one or both axes, remember to label both axes clearly and include units on the x – axis if they are needed
• The cumulative frequency is calculated by adding the frequency in each group, or class, to the frequency in the ones before
  • This is essentially accumulating the frequencies as you go
• The cumulative frequency for each class must be plotted against the upper boundary of each corresponding class
  • The cumulative frequency that corresponds with each upper boundary will not only consider the frequency of the data in that class, but all of the data in the groups below it too
• When the points have been plotted they should be joined up with a smooth curve
  • However, some may be joined with straight lines from point to point

How do we read statistics from a cumulative frequency graph?

• Quartiles and percentiles can be read from a cumulative frequency graph
• To read the corresponding data value once the position on the y – axis is known, use a ruler to draw a line from the y – axis to the graph and then down to the x – axis
• Sometimes the frequency of values greater than or less than a particular data value will need to be found, this time you will have to read from the x – axis to the y – axis
  • Take particular care if the question asks for a frequency greater than a particular data value, the value found from the y – axis will need to be subtracted from the total frequency