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GCSE Mathematics 06 — Statistics

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Topics include Types of Data & Collection, Sampling Methods, Bias & Survey Design, Basic Charts & Representations, Averages & Spread (Ungrouped Data), Grouped Data & Frequency Polygons, Scatter Graphs & Correlation, and Cumulative Frequency & Box Plots.

Mathematics EN
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Sampling Methods

Methods for selecting a subset of a population to estimate its characteristics, ensuring fair representation.

Key points

  • A Census surveys the entire population (accurate but expensive/time-consuming). A Sample surveys a subset.
  • Simple Random Sampling: Every member has an equal chance of selection (use a random number generator).
  • Stratified Sampling: Dividing population into groups (strata) and sampling proportionally. Formula: Stratum SizePopulation Size×Sample Size\frac{\text{Stratum Size}}{\text{Population Size}} \times \text{Sample Size}.
  • Systematic Sampling: Selecting items at regular intervals (e.g., every 10th person) from a list.
  • Capture-Recapture: Used to estimate population size NN for animals. Formula: MN=mn\frac{M}{N} = \frac{m}{n} (where MM=marked initially, nn=caught second time, mm=marked in second catch).

Worked example

Question

A school has 600 boys and 400 girls. You want a stratified sample of 50 students. How many girls should be selected?

Solution

1. Calculate total population: 600+400=1000600 + 400 = 1000.
2. Calculate the proportion of girls: 4001000=0.4\frac{400}{1000} = 0.4.
3. Multiply by sample size: 0.4×50=200.4 \times 50 = 20.

Answer: 20 girls.

Common pitfalls

  • Using a calculator's random function incorrectly (e.g., getting repeated numbers and not discarding them).
  • In stratified sampling, rounding the number of people in a way that changes the total sample size.
  • Forgetting the assumptions of capture-recapture (no migration, tags stay on, random mixing).

Prerequisites

  • Proportions and ratios
  • Basic algebra (for capture-recapture)
Further resources
  • Sampling Strategies

    Overview of all main sampling methods with pros and cons.

    BBC Bitesize · article