In: Statistics and Probability
We study the average size of a new hybrid plant. We have a small random sample in size n = 5 plants. Here are five height in meters:
0.85, 1.07, 0.79, 0.93 and 0.82.
Consider this example as a preliminary study. What is the sample size required so that the error in estimation of the average does not exceed 0.025 meters at a confidence level of 95%?
We calculate the mean and sd from the given sample by making use of the following table:
size | x^2 | |
0.85 | 0.7225 | |
1.07 | 1.1449 | |
0.79 | 0.6241 | |
0.93 | 0.8649 | |
0.82 | 0.6724 | |
Total | 4.46 | 4.0288 |
Variance
We know that the margin of error is critical value*SE
The critical value for a 95% confidence is 1.96.
The standard error is
Given that the margin of error does not exceed 0.025
ie
The sample size should be n=77 for the margin of error should not exceed 0.025