10.7 Small-Sample Inferences Concerning A Population Mean

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SUMMARY

This discussion focuses on the statistical analysis of dissolved oxygen content in water samples to determine if it is below the required 5 parts per million (ppm) threshold for aquatic life. The analysis involved six samples with readings of 4.9, 5.1, 4.9, 5.0, 5.0, and 4.7 ppm. The calculated sample mean was 4.93 ppm, and the t-statistic was found to be -1.28. The discrepancy with the book's answer of -1.195 was attributed to premature rounding during calculations, emphasizing the importance of maintaining precision throughout the computation process.

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Homework Statement


Dissolved O2 Content. Industrial wastes and sewage dumped into our rivers and streams absorb oxygen and thereby reduce the amount of dissolved oxygen available for fish and other forms of aquatic life. One state agency requires a minimum of 5 parts per million (ppm) of dissolved oxygen in order for the oxygen content to be sufficient to support aquatic life. Six water specimens taken from a river at a specific location during the low-water season (July) gave readings of 4.9, 5.1, 4.9, 5.0, 5.0 and 4.7 ppm of dissolved oxygen. Do the data provide sufficient evidence to indicate that the dissolved oxygen content is less than 5 ppm? Test using alpha = .05.

Homework Equations


n = 6
sum of x samples = x1+x2...+xn
ample mean = (x1+ x2...+xn)/n
Sum of squares = x1^2+x2^2+...+xn^2
s^2 = [sum of squares – (sum of x samples)^2/n]/[n-1]
s = sqrt(s^2)
popn mean = 5 (parts ppm)
t = [sample mean – popn mean]/[s/sqrt(n)]

The Attempt at a Solution


sum of x samples = [4.9 + 5.1 + 4.9 + 5.0 + 5.0 + 4.7] = 29.6
sample mean = sum of x samples/6 = 29.6/6 = 4.93
sum of squares(x^2) = [4.9^2+ 5.1^2+ 4.9^2+ 5.0^2+ 5.0^2+ 4.7^2]
= 24.01 + 26.01 + 24.01 + 25 + 25 + 22.09
= 146.12
s^2= [Sum of x^2– (Sum of x samples)^2/n]/[n-1]
= [146.12 – (29.6^2/6)]/[6-1]
= [146.12 – 146.03]/5
= 0.09/5
= 0.018
s = sqrt(0.018)
s = 0.134
t = [sample mean – popn mean]/[s/sqrt(n)]
= [4.93 – 5]/[0.134/sqrt(6)]
= -0.07/0.0547
= -1.28
The answer at the back of the book is:
No; t = -1.195.
So, what did I do wrong in my calculations?
 
Physics news on Phys.org
You rounded too early. If you hold all your calculations to more decimal places you will get the book's answer.
 

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