In: Statistics and Probability
Assume that we want to construct a confidence interval. Do one of the following, as appropriate: (a) find the critical value t alpha/ 2, (b) find the critical value z Subscript alpha/02, or (c) state that neither the normal distribution nor the t distribution applies. Here are summary statistics for randomly selected weights of newborn girls: n=291, x over b+31.3 hg, s=7.6 hg. The confidence level is 90%.
Solution :
Given that,
= 31.3
s = 7.6
n = 291
Degrees of freedom = df = n - 1 = 291 - 1 = 290
At 90% confidence level the z is ,
= 1 - 90% = 1 - 0.90 = 0.10
/ 2 = 0.10 / 2 = 0.05
t /2,df = t0.05,290 = 1.650
The critical value t = 1.650
Margin of error = E = t/2,df * (s /n)
= 1.650* (7.6 / 291)
= 0.73
Margin of error = 0.73
The 90% confidence interval estimate of the population mean is,
- E < < + E
31.3 - 0.73 < < 31.3 + 0.73
30.56 < < 32.03
(30.56, 32.03 )