Essay: Minimum 600 words

The false discovery rate (FDR) provides an error metric to measure the rate of false positives/false discoveries. This is pertinent data as we process the data set. Is there a point when you would not correct this?

In addition, please discuss the relationship between Type I and II errors. Is this relevant to the analysis?

Discussion : Minimum 300 words

In the academic workplace, there has been the push for publications in peer reviewed journals. This and the research itself heightens the University’s exposure to other universities, potential students, and others. This culture may create a systemic bias against the null hypothesis and the subsequent researchers may find themselves in a circumstance where there is a difficulty with showing the hypotheses are false.

Would the proportion of these instances increase with a decrease in sample size?