Capture-Recapture for GCSE Mathematics
Introduction
- What is CaptureRecapture?
Capture-recapture is a statistical method used to estimate the population size when it's difficult to count everyone. It's based on the principle that if you randomly sample, mark, and release individuals, the proportion of marked individuals you recapture will give you an estimate of the total population.
- Why is CaptureRecapture Important in GCSE Mathematics?
- It's a realworld technique used by scientists and ecologists to estimate animal populations.
- It's an essential component of probability and statistics in the GCSE Mathematics curriculum.
- RealWorld Applications
- Estimating the size of animal populations in difficulttosurvey environments.
- Monitoring the effects of conservation efforts.
- Studying human populations in difficulttoreach areas.
Main Content
- Key Concepts and Definitions
- Population: The total number of individuals in a group.
- Sample: A subset of individuals from the population.
- Marked: Individuals that have been identified and marked.
- Recaptured: Marked individuals that are captured a second time.
- Capture Probability: The probability of capturing an individual.
- Population Size (N): The estimated number of individuals in the population.
- StepbyStep Explanation
1. Capture a random sample of individuals (n).
2. Mark and release the captured individuals.
3. Wait a period of time.
4. Recapture another random sample (m).
5. Count the number of marked individuals (r) in the second sample.
6. Use the formula: N = (n * m) / r
- Common Mistakes to Avoid
- Not selecting a random sample.
- Failing to mark all captured individuals consistently.
- Assuming that all marked individuals have an equal chance of being recaptured.
Practice Problems
- Example 1:
A zoologist captures and tags 50 rabbits. Two weeks later, she captures 30 rabbits, of which 10 are tagged. Estimate the population size of the rabbit colony.
- Solution:
N = (50 * 30) / 10 = 150 rabbits
- Example 2:
A fish ecologist estimates the population of a lake to be 1000 fish. After marking and releasing 150 fish, he catches 50 fish and finds that 15 are marked. Is his estimate accurate?
- Solution:
N = (150 * 50) / 15 = 1000 fish
The estimate is accurate.
Conclusion
- Capturerecapture is a valuable statistical technique for estimating population size.
- By understanding the principles and following the stepbystep process, you can successfully apply capturerecapture in GCSE Mathematics.
- Practice regularly and seek help if needed to improve your understanding and exam preparation.
Exam Tips
- Read the exam question carefully to identify the information given.
- Use the correct formula and check your calculations thoroughly.
- If the sample sizes are small, the estimate may not be as accurate.
FAQ
- Q: Can capturerecapture be used to estimate the population of humans?
- A: Yes, with modifications to account for factors like immigration and emigration.
- Q: What are the limitations of capturerecapture?
- A: Assumptions about equal capture probability and no tag loss can affect the accuracy of the estimate.
Additional Resources
- [CaptureRecapture Calculator](https://www.calculator.net/capturerecapturecalculator.html)
- [CaptureRecapture Explained](https://www.youtube.com/watch?v=2T_EIaE5MwI)