Question

In: Statistics and Probability

Blood tests were performed on three groups of patients that had cornoavirus and suffered mild, severe...

Blood tests were performed on three groups of patients that had cornoavirus and suffered mild, severe or critical symptoms.

The immune system makes antibodies to protect the body from viruses and the levels of the IgG antibody was measured in each patient.  IgG is the most common antibody in blood and the researchers wanted to examine if there were different levels within the three groups of patients and particularly in the critical group that eventually succumbed to the disease and died.  

IgG can take time to form after an infection and values were recorded in the three groups on the 14th day after getting symptoms

The results are recorded in the following table.

IgG

(AU/ml)

Mild

Severe

Critical

180

241

195

199

207

201

222

189

201

150

175

180

201

168

175

192

195

175

148

153

135

166

Means

203.8889

179.5

155.4

St-Dev

18.1207

16.4838

15.5981

Ho: Average levels of IgG antibody are the same in the groups.

H1: Average levels of IgG antibody are different in the groups.

(a) Complete the ANOVA table. Use α=0.05 significance level.

(Round the SS and Variance values to 2 decimal places and F-test-statistic to 1 decimal place. )

Source of Variation   

Sums of Squares

(SS)  (2dp)

DF

Variance

(2dp)

F

(1 dp)

Between Groups 7811.9111
Within Groups   
Total 21
(b)
   Look up the critical value from tables to answer the question below.
There are (significant/insignificant) differences in the levels of IgG antibody across the groups.

Solutions

Expert Solution

Solution-A:

Install analysis tool pak in excel

Go to Data>Data analysis>ANOVA single factor we get

ANSWER(A)

ANSWER(B)

Critical F value is

F crit
3.52

Test statistic is greater than critical F value

Reject Ho

There are (significant) differences in the levels of IgG antibody across the groups.


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