Identify the relationships among sample size, confidence interval width, confidence level, and margin of error for a population proportion.
- For a given sample, increasing the confidence level will result in the following:
- i. The critical value will increase.
- ii. The margin of error will increase.
- iii. The width of the confidence interval will increase.
- Increasing the sample size decreases the standard error. Thus, when all other things remain the same, the width of the confidence interval for a population proportion tends to decrease as the sample size increases. For a confidence interval for a population proportion with a given confidence level, the width of the interval is approximately proportional to 1 n . Inference for Categorical Data: Proportions UNIT 3 92