Deciles and percentiles (Edexcel GCSE Statistics): Revision Notes
Deciles and percentiles
What are deciles and percentiles?
Deciles and percentiles are measures of position that help us understand how data is spread out and where particular values sit within a dataset.
Deciles divide your data into 10 equal parts. This means each decile represents 10% of your data. The 1st decile contains the lowest 10% of values, the 2nd decile contains the lowest 20%, and so on.
Percentiles divide your data into 100 equal parts. Each percentile represents 1% of your data. The 25th percentile (also called the first quartile) contains the lowest 25% of values.
Both deciles and percentiles work brilliantly with grouped data when you use cumulative frequency diagrams or linear interpolation to find the exact values.
Deciles and percentiles are particularly useful in statistics because they help us understand the distribution of data and identify where specific values fall within the overall dataset. They're commonly used in standardised testing, income analysis, and performance measurements.
Finding deciles from cumulative frequency diagrams
To find any decile position, you need to use this key formula:
Where:
- = the decile number you want (1st, 2nd, 3rd, etc.)
- = total frequency (total number of data values)
Step-by-step method:
- Calculate the position using the formula above
- Draw a horizontal line from this position on the vertical axis
- Where this line meets the cumulative frequency curve, draw a vertical line down
- Read the value where the vertical line meets the horizontal axis
Worked Example: Finding the 4th Decile
To find the 4th decile when :
Step 1: Apply the formula Position =
Step 2: Locate the position Find the 20th value on the cumulative frequency curve
Step 3: Read the value Read across to find the corresponding data value
Finding percentiles from cumulative frequency diagrams
The method for percentiles follows exactly the same pattern, but uses a different formula:
Where:
- = the percentile number you want
- = total frequency
Step-by-step method:
- Calculate the position using
- Find this position on the vertical axis of your cumulative frequency diagram
- Read horizontally across to the curve
- Read vertically down to find the data value
Worked Example: Finding the 76th Percentile
To find the 76th percentile when :
Step 1: Apply the formula Position =
Step 2: Locate the position Find the 38th value on the curve
Step 3: Read the value Read the corresponding data value from the horizontal axis
Worked example with step-by-step solution
Let's work through a complete example using a cumulative frequency diagram showing distances 150 people travelled to work.
Worked Example: Finding the 6th Decile
Step 1: Calculate position = th value
Step 2: Find the 90th value on the vertical axis
Step 3: Read across to the curve, then down to the horizontal axis
Step 4: The 6th decile ≈ 11km
Worked Example: Finding the 36th Percentile
Step 1: Calculate position = th value
Step 2: Find the 54th value on the vertical axis
Step 3: Read across to the curve, then down to the horizontal axis
Step 4: The 36th percentile ≈ 7km
Worked Example: Finding the Interpercentile Range
The 20th to 80th interpercentile range shows the spread of the middle 60% of the data.
Step 1: Find the 80th percentile: th value
Step 2: Find the 20th percentile: th value
Step 3: From the diagram: 80th percentile ≈ 18km, 20th percentile ≈ 5km
Step 4: Interpercentile range = 18 - 5 = 13km
Common exam traps and tips
Exam traps to avoid:
Common Mistakes to Watch Out For:
- Forgetting to multiply by n: Always remember to multiply your fraction by the total frequency
- Reading the wrong axis: Make sure you're reading from the cumulative frequency axis (vertical) to find your position
- Mixing up deciles and percentiles: Deciles use tenths (divide by 10), percentiles use hundredths (divide by 100)
- Rounding errors: Be careful with your calculations, especially when dealing with positions that aren't whole numbers
Problem-solving tips:
Helpful Problem-Solving Strategies:
- Always show your working: Write down the formula and substitute the values clearly
- Check your answer makes sense: A high percentile should give a high data value
- Use estimation: If the 50th percentile is around the median, does your answer seem reasonable?
- Practice reading cumulative frequency curves: This skill takes practice to get accurate readings
Key formulas to memorise:
- dth decile position:
- pth percentile position:
- Interdecile range: higher decile - lower decile
- Interpercentile range: higher percentile - lower percentile
Key Points to Remember:
- Deciles split data into 10 equal parts - use the formula to find the position
- Percentiles split data into 100 equal parts - use the formula to find the position
- Always multiply your fraction by the total frequency (n) to get the correct position
- Read carefully from cumulative frequency diagrams - horizontal from the vertical axis to the curve, then vertical down to read the value
- Interpercentile and interdecile ranges measure spread - subtract the lower value from the higher value to find the range