Try it on paper first. A hint, the key idea and the worked solution are here when you need them.
Two made-up machines fill bags of rice. For machine P, the error of a bag is , or with probabilities , and . For machine Q, it is , or with probabilities , and . Both have a mean error of . Find the standard deviation of each, and say which machine is more consistent.
The variance is the weighted mean of the squared distances from , and the standard deviation is its square root:
Have you tried it?
Work it out on paper first. It is fine to get stuck or make a mistake: that is how we learn. When you are ready, go through the solution one step at a time, and check each step against your own.
Step 1. Machine P. , so .
Step 2. Machine Q. , so .
Answer: about and . Machine Q is more consistent.
Watch out. Machine P is exact on of bags, but its misses are larger. The standard deviation weighs both.
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