2 (f) [3 point] [Multiple Choice] Comparing the above distributions. Consider the following claims: The posterior distribution is centered at roughly the same place as the posterior predictive distribution. All of these distributions are roughly bell-shaped (i.e. resemble a normal distribution) centered at 10. The posterior distribution has roughly the same variance as the posterior predictive distribution. The posterior predictive distribution has a larger variance than the posterior distribution because the posterior predictive distribution accounts for uncertainty in both the parameter ???? and new predicted value ???? . There is more uncertainty in ????|???? than there is in the the new prediction ????|???? . There is more uncertainty in the prior predictive distribution than the posterior predictive distribution. Which of these claims are true? A. 1 only. B. 1 and 2 only. C. 1, 2, and 3 only. D. 1, 2, 4 only. E. 1, 2, 5 only. F. 1, 3, and 6 only. G. 1, 2, 4, and 6 only H. All of the claims are true. Answer this question by storing the letter (as a string) in the variable choice. For example, if you believe the best response is B, the code would be: choice="B". choice = "A" # your code here choice 'A' choice_soln = NA