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1. In an opinion poll, 25% of a random sample of 200 people said that they were strongly opposed to having a state lottery. The standard error of the sample proportion is approximately (a) 0.0094 (b) 0.0306 (c) 0.0353 (d) 0.2500 (e) 6.1237

Question

1. In an opinion poll, 25%  of a random sample of 200 people said that they were strongly
opposed to having a state lottery. The standard error of the sample proportion is
approximately
(a) 0.0094
(b) 0.0306
(c) 0.0353
(d) 0.2500
(e) 6.1237

1. In an opinion poll, 25% of a random sample of 200 people said that they were strongly opposed to having a state lottery. The standard error of the sample proportion is approximately (a) 0.0094 (b) 0.0306 (c) 0.0353 (d) 0.2500 (e) 6.1237

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FrancescaMaster · Tutor for 5 years

Answer

### (b) 0.0306

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## Step 1: Identify the formula for the standard error of the sample proportion<br />The standard error (SE) of a sample proportion \( p \) is calculated using the formula:<br />\[ SE = \sqrt{\frac{p(1-p)}{n}} \]<br />Where \( p \) is the sample proportion and \( n \) is the sample size.<br /><br />## Step 2: Substitute the given values into the formula<br />Given that \( p = 0.25 \) and \( n = 200 \), substitute these values into the formula:<br />\[ SE = \sqrt{\frac{0.25 \cdot (1-0.25)}{200}} \]<br /><br />## Step 3: Simplify the expression<br />Calculate the numerator:<br />\[ 0.25 \cdot (1-0.25) = 0.25 \cdot 0.75 = 0.1875 \]<br />Next, divide by the sample size \( n \):<br />\[ \frac{0.1875}{200} = 0.0009375 \]<br /><br />## Step 4: Calculate the square root<br />Find the square root of the result to get the standard error:<br />\[ SE = \sqrt{0.0009375} \approx 0.0306 \]
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