In: Statistics and Probability
In a randomized comparative experiment on the effect of color on the performance of a cognitive task, researchers randomly divided 69 subjects (28 males and 41 females ranging in age from 17 to 25 years) into three groups. Participants were asked to solve a series of 6 anagrams. One group was presented with the anagrams on a blue screen; one group saw them on a red screen; and one group had a neutral screen. The time, in seconds, taken to solve the anagrams was recorded. The paper reporting the study gives x⎯⎯⎯= x ¯ = 11.54 and s= s = 4.35 for the times of the 25 members of the neutral group. (Give your answer to three decimal places.) A 96 % confidence interval for the mean time, when using a neutral screen, in the population from which the subjects were recruited is from to seconds.
sample std dev , s = 4.3500
Sample Size , n = 25
Sample Mean, x̅ = 11.5400
Level of Significance , α = 1-0.96 =
0.04
degree of freedom= DF=n-1= 24
't value=' tα/2= 2.1715 [Excel formula
=t.inv(α/2,df) ]
Standard Error , SE = s/√n = 4.350 /
√ 25 = 0.8700
margin of error , E=t*SE = 2.1715
* 0.870 = 1.889
confidence interval is
Interval Lower Limit = x̅ - E = 11.54
- 1.889 = 9.6508
Interval Upper Limit = x̅ + E = 11.54
- 1.889 = 13.4292
96% confidence interval is ( 9.651
< µ < 13.429 )