<prompt> Please answer with one of the option in the bracket. Write reasoning in between . Write answer in between .Q:A pharmaceutical company is studying the effect of a novel compound that they have discovered to treat osteoporosis. They perform a randomized controlled clinical trial to study if this compound has an effect on the incidence of hip fractures among osteoporotic patients. They find that there is no statistical difference between the experimental and control groups so they do not pursue the compound further. Two years later, a second team tests the same compound and finds that the compound is effective, and follow up studies confirm that the compound has a statistically significant effect on fracture risk. Which of the following most likely describes what occurred in the first study?? A: Design bias, B: Selection bias, C: Type I error, D: Type II error, E: Type III error,  <response>: This is a question about errors in clinical trials. The first study found no statistically significant effect of the compound on fracture risk, but a later study did find a significant effect. This suggests that the first study failed to detect a true effect, likely due to an error in the study design or analysis. The choices describe different types of errors that can occur in clinical trials. A type II error occurs when a study fails to detect a true effect or relationship that actually exists in the population. This seems to be what happened in the first study described in the question stem.D: Type II error 