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Study showed the percentage of occurrence of an activity as 50%. The number of observations for 95% confidence level and an accuracy of ± 2% is
1. 1500
2. 2000
3. 2500
4. 3000

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Correct Answer - Option 3 : 2500

Concept:

\(A = Z\sqrt{\frac{{P\left( {1 - P} \right)}}{n}}\)

\(A^2=Z^2\left[\frac{P(1-P)}{n}\right]\)

\(n=Z^2\left[\frac{P(1-P)}{A^2}\right]\)

where

Z = Standard normal variate whose value depends upon the confidence level

n = No. of observations

z = 2 (approx) (For 95% confidence level)

P = Percentage occurrence of an activity

A = Limit of accuracy percentage

Calculation:

Given:

Percentage occurrence of an activity (P) = 50 % = 0.5

Limit of accuracy (A) = \(\pm 2\% = 0.02\)

Confidence level = 95%

\(n=Z^2\left[\frac{P(1-P)}{A^2}\right]\)

\(n = \frac{{{{2}^2}\times 0.5\left( {1 - 0.5} \right)}}{{{{0.02}^{2\;}}}}=2500\)

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