In: Statistics and Probability
The brand manager for a brand of toothpaste must plan a campaign designed to increase brand recognition. He wants to first determine the percentage of adults who have heard of the brand. How many adults must he survey in order to be 90% confident that his estimate is within seven percentage points of the true population percentage? Complete parts (a) through (c) below. a) Assume that nothing is known about the percentage of adults who have heard of the brand. n equals = ?
Solution :
Given that,
= 0.5 ( assume 0.5 when estimate is not given )
1 - = 1 - 0.5 = 0.5
margin of error = E = 7% = 0.07
At 90% confidence level
= 1 - 90%
= 1 - 0.90 =0.10
/2
= 0.05
Z/2
= Z0.05 = 1.645 ( Using z table )
Sample size = n = (Z/2 / E)2 * * (1 - )
= (1.645 / 0.07)2 * 0.5 * 0.5
=138.06
Sample size = 138