An agricultural scientist investigated the relationship between the percentage of organic matter in soil (MMM) and the dry weight biomass yield of wheat crops (YYY) in tonnes per hectare. She sampled 16 fields (N=16N = 16N=16) and calculated Spearman's rank correlation coefficient (rsr_srs) between M M\,M and YYY. Her calculated value was rs=0.650r_s = 0.650rs=0.650.
She concluded that there was a significant positive correlation and rejected her null hypothesis.
Table 1: Critical values for Spearman’s Rho (rsr_srs)
| NNN | Significance level (two-tailed) | |
|---|---|---|
| 0.05 | 0.01 | |
| 14 | 0.544 | 0.715 |
| 15 | 0.521 | 0.661 |
| 16 | 0.503 | 0.635 |
| 17 | 0.485 | 0.615 |
| 18 | 0.472 | 0.597 |
Note: To achieve significance, the calculated value of rs r_s\,rs must be equal to or greater than the critical value in the table.
Define a 'Type I error'. Explain why the scientist believed that the probability of her having made a Type I error was very low.
Practise AQA A Level Psychology Inferential testing (A-level only) with exam-style questions for A Level Psychology. 123 questions, matched to the AQA A Level Psychology (7182) specification and written in Paper 1, Paper 2 and Paper 3 style. Every question includes a full worked solution and mark scheme, so you can see where marks are awarded rather than just whether you got the answer right.