In: Statistics and Probability
Over the past several months, an adult patient has been treated for tetany (severe muscle spasms). This condition is associated with an average total calcium level below 6 mg/dl. Recently, the patient's total calcium tests gave the following readings (in mg/dl). Assume that the population of x values has an approximately normal distribution.
9.3 | 8.4 | 10.3 | 8.5 | 9.4 | 9.8 | 10.0 | 9.9 | 11.2 | 12.1 |
(a) Use a calculator with mean and sample standard deviation keys to find the sample mean reading x and the sample standard deviation s. (Round your answers to two decimal places.)
x = | mg/dl |
s = | mg/dl |
(b) Find a 99.9% confidence interval for the population mean of
total calcium in this patient's blood. (Round your answer to two
decimal places.)
lower limit | mg/dl |
upper limit | mg/dl |
Solution:
Given that,
x | x2 |
9.3 | 86.49 |
8.4 | 70.56 |
10.3 | 106.09 |
8.5 | 72.25 |
9.4 | 88.36 |
9.8 | 96.04 |
10 | 100 |
9.9 | 98.01 |
11.2 | 125.44 |
12.1 | 145.41 |
x = 98.9 | x2 = 989.65 |
Solution:
Given that
a ) The sample mean is
Mean = (x / n)
= ( 9.3+ 8.4+10.3+8.5+9.4+9.8+10.0+9.9+11.2+12.1 / 10 )
= 98.9 / 10
= 9.89
x = 9.89 mg / dl
The sample standard is S
S = ( x 2 ) - (( x)2 / n ) / 1 -n )
= ( 989.65( - ( 98.9 )2 / 10 ) / 9
= (989.65 978.121 / 9 )
= 11.529 / 9
= 1.281
= 1.1318
The sample standard s = 1.13 mg / dl
b ) Degrees of freedom = df = n - 1 = 10 - 1 = 9
At 99.9% confidence level the t is ,
= 1 - 99.9% = 1 - 0.999 = 0.001
/ 2 = 0.001 / 2 = 0.0005
t /2,df = t0.0005,9 =2.797
Margin of error = E = t/2,df * (s /n)
= 4.781 * (1.13 / 10)
= 1.71
Margin of error = 1.71
The 99.9% confidence interval estimate of the population mean is,
- E < < + E
9.89 - 1.71 < < 9.89 + 1.71
8.18 < < 11.6
Lower limit = 8.18 mg /dl
Upper limit = 11.6 mg /dl