In: Statistics and Probability
PURELL Advanced Instant Hand Sanitizer kills more than 99.99% of most common germs. This alcohol-based hand sanitizer works in as little as 15 seconds, with no water or towels needed. Bottles of PURELL are supposed to contain, on average, 2 fluid ounces. A random sample of bottles of PURELL was drawn, and the weight of each was recorded (in fluid ounces). The following data was obtained: 2.16, 1.98, 2.04, 2.01, 1.93, 1.99, 2.04, 2.05, 1.96, 2.01. It is assumed that the weight of bottles of PURELL is normally distributed in the population. Construct a 99% confidence interval estimate of the true population mean weight of all bottles of PURELL Advanced Instant Hand Sanitizer. Use only the appropriate formula and/or statistical table in your textbook to answer this question. Negative amounts should be indicated by a minus sign. Report your answer to 2 decimal places, using conventional rounding rules.
Solution:
x | x2 |
2.16 | 4.6656 |
1.98 | 3.9204 |
2.04 | 4.1616 |
2.01 | 4.0401 |
1.93 | 3.7249 |
1.99 | 3.9601 |
2.04 | 4.1616 |
2.05 | 4.2025 |
1.96 | 3.8416 |
2 | 4 |
∑x=20.16 | ∑x2=40.6784 |
Mean ˉx=∑xn
=2.16+1.98+2.04+2.01+1.93+1.99+2.04+2.05+1.96+2/10
=20.16/10
=2.016
Sample Standard deviation S=√∑x2-(∑x)2nn-1
=√40.6784-(20.16)210/9
=√40.6784-40.6426/9
=√0.0358/9
=√0.004
=0.0631
Degrees of freedom = df = n - 1 = 10 - 1 = 9
At 99% confidence level the t is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
t /2,df = t0.005,9 =3.250
Margin of error = E = t/2,df * (s /n)
= 3.250 * (0.06 / 10)
= 0.06
Margin of error = 0.06
The 99% confidence interval estimate of the population mean is,
- E < < + E
2.02 - 0.06 < < 2.02 + 0.06
1.96 < < 2.08
(1.96 , 2.08 )