Question

In: Statistics and Probability

Over the past several months, an adult patient has been treated for tetany (severe muscle spasms)....

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

Solutions

Expert Solution

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


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