Cumulative Frequency As its name suggests, we ADD the frequencies. The next table shows the number of stones of various masses and we will produce.
Download ReportTranscript Cumulative Frequency As its name suggests, we ADD the frequencies. The next table shows the number of stones of various masses and we will produce.
Cumulative Frequency As its name suggests, we ADD the frequencies. The next table shows the number of stones of various masses and we will produce a cumulative frequency diagram from this data. Cumulative Frequency Example: The masses of stones are recorded as follows: Mass (Kg) frequency The 20 to 30 Kg means that stones 0 to 20 0 weighed AT 20 to 30 3 LEAST 20Kg but 30 to 40 5 less than 30 Kg 40 to 50 10 So the line should 50 to 60 8 read 20 m 30 60 to 70 4 This statement is also called the class Cumulative Frequency To convert this table to include cumulative frequency, we add the frequencies as follows: Mass (Kg) Frequency Cumulative Frequency < 20 0 0 < 30 3 3 < 40 5 8 < 50 10 18 < 60 8 < 70 4 26 30 3+5=8 8 + 10= 18 We now plot the mass (left column) against Cumulative Frequency Cumulative Frequency Cumulative Frequency Curve 35 Always put the Cumulative Frequency (C.F.) on the vertical axis!! Cumulatuve Frequency 30 25 20 Plot C.F. against the UPPER BOUNDARY values and join points with a smooth line 15 10 5 0 20 30 40 50 Mass (Kg) 60 70 80 Cumulative Frequency A cumulative frequency graph produces a characteristic ‘S’ shaped curve!! Cumulative Frequency Now we have the Cumulative Frequency curve, we can determine Median, Upper Quartile, Lower Quartile and Inter Quartile Ranges. Median is found from the mid point of the frequency curve. Cumulative Frequency Cumulative Frequency Curve Median value = 48 Kg 35 Cumulatuve Frequency 30 25 Half way on the ‘Y’ axis 20 15 10 5 0 20 30 40 50 Mass (Kg) 60 70 80 Cumulative Frequency Upper Quartile refers to the value at ¾ or 75% up the Cumulative Frequency axis. Lower Quartile refers to the value at ¼ or 25% up the Cumulative Frequency axis. Cumulative Frequency Curve 35 Cumulatuve Frequency 30 Upper Quartile 25 20 15 Lower Quartile 10 5 56 39 0 20 30 40 50 Mass (Kg) 60 70 80 As we now have the Quartile values as well as median value, we can work out: The Inter-Quartile Range The Inter-Quartile Range is: Upper Quartile – Lower Quartile (from the graph) 56 – 39 = 17 From this curve we can extract more information including Box and Whisker diagram. Cumulative Frequency Curve 35 Cumulatuve Frequency 30 Upper Quartile 25 20 Median 15 Lower Quartile 10 5 0 20 30 40 50 60 70 Mass (Kg) Minimum L.Q. M U.Q. Maximum 80 Box and Whisker Diagrams Whenever we have two or more cumulative frequency diagrams to compare, it is better to transfer the data to box and whisker diagrams and compare these. The information is much easier to compare in this form!!