Question
AP Statistics Test B - Inference for Proportions - Part V Name __ 1. We have calculated a confidence interval based upon a sample of n=200 Now we want to get a better estimate with a margin of error only one fifth as large. We need a new sample with n at least __ A) 40 B) 240 C) 450 D) 1000 (E) 5000
Answer
4.4
(250 Votes)
Vianne
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Answer
### E) 5000
Explanation
## Step 1: Understand Margin of Error### The margin of error (MOE) is inversely proportional to the square root of the sample size
, specifically
.## Step 2: Calculate Margin of Error Reduction Factor### We aim to reduce the margin of error to one fifth of its original size:
.## Step 3: Relate Sample Sizes for New Margin of Error### Using the relation
, we derive:
## Step 4: Solve for the New Sample Size### Squaring both sides to isolate
:
Thus,
.