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1) Lithium isotope rations are important to medicine, the 6Li/7Li ratio in a standard reference material was measured several times, and the values are: 0.082601, 0.082621, 0.082589, 0.082617, 0.082598. Please use student’s t to find the confidence interval at the 95% confidence level. 2) If one wants the confidence interval to be two thirds of the previous one, how many times should a student repeat? (Assuming the standard deviation is the same as the previous one)?

User Romal
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Answer:

1)
0.0826052-2.776(0.000013424)/(√(5))=0.082588


0.0826052+2.776(0.000013424)/(√(5))=0.0826219

b)
ME= 2.776(0.000013424)/(√(5))=0.0000166653

And we want 2/3 of the margin of error so then would be:
2/3 ME = 0.00001111

The margin of error is given by this formula:


ME=z_(\alpha/2)(s)/(√(n)) (1)

And on this case we have that ME =0.00001111016 and we are interested in order to find the value of n, if we solve n from equation (1) we got:


n=((z_(\alpha/2) s)/(ME))^2 (2)

Replacing we got:


n=((2.776(0.000013424))/(0.00001111))^2 =11.25 \approx 12

So the answer for this case would be n=12 rounded up to the nearest integer

Explanation:

Information given

0.082601, 0.082621, 0.082589, 0.082617, 0.082598

We can calculate the sample mean and deviation with the following formulas:


\bar X= (\sum_(i=1)^n X_i)/(n)


s = \sqrt{(\sum_(i=1)^n (X_i -\bar X)^2)/(n-1)}


\bar X=0.0826052 represent the sample mean


\mu population mean

s=0.000013424 represent the sample standard deviation

n=5 represent the sample size

Part 1

The confidence interval for the mean is given by the following formula:


\bar X \pm t_(\alpha/2)(s)/(√(n)) (1)

The degrees of freedom, given by:


df=n-1=5-1=4

The Confidence level is 0.95 or 95%, and the significance would be
\alpha=0.05 and
\alpha/2 =0.025, the critical value would be using the t distribution with 4 degrees of freedom:
t_(\alpha/2)=2.776

Now we have everything in order to replace into formula (1):


0.0826052-2.776(0.000013424)/(√(5))=0.082588


0.0826052+2.776(0.000013424)/(√(5))=0.0826219

Part 2

The original margin of error is given by:


ME= 2.776(0.000013424)/(√(5))=0.0000166653

And we want 2/3 of the margin of error so then would be:
2/3 ME = 0.00001111

The margin of error is given by this formula:


ME=z_(\alpha/2)(s)/(√(n)) (1)

And on this case we have that ME =0.00001111016 and we are interested in order to find the value of n, if we solve n from equation (1) we got:


n=((z_(\alpha/2) s)/(ME))^2 (2)

Replacing we got:


n=((2.776(0.000013424))/(0.00001111))^2 =11.25 \approx 12

So the answer for this case would be n=12 rounded up to the nearest integer

User Monis Iqbal
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