Question

In: Math

2. Blood pressure is independent of the blood group. We want to know, if the distributions...

2. Blood pressure is independent of the blood group. We want to know, if the distributions attending to the blood group, in three referred samples attending to the type of blood pressure, they are distributed in the same way. To this end, a sample of 1500 subjects was collected and their blood group was determined and blood pressure was taken, classifying it as low, normal, and high. Obtaining the following results:

Blood pressure

Blood Grpoup

A

B

AB

O

Total

Low

28

9

7

31

75

Normal

543

211

90

476

1320

High

44

22

8

31

105

Total

615

242

105

538

1500

Use alfa at 0.05

Solutions

Expert Solution

null hypothesis: Ho : distributions attending to the blood group, in three referred samples attending to the type of blood pressure, are distributed in the same way

alternate hypothesis: distributions attending to the blood group, in three referred samples attending to the type of blood pressure, are not distributed in the same way

degree of freedom(df) =(rows-1)*(columns-1)= 6
for 6 df and 0.05 level of signifcance critical region       χ2= 12.592
Applying chi square test of independence:
Expected Ei=Σrow*Σcolumn/Σtotal A B AB O Total
low 30.7500 12.1000 5.2500 26.9000 75
normal 541.2000 212.9600 92.4000 473.4400 1320
high 43.0500 16.9400 7.3500 37.6600 105
Total 615 242 105 538 1500
chi square    χ2 =(Oi-Ei)2/Ei A B AB O Total
low 0.2459 0.7942 0.5833 0.6249 2.248
normal 0.0060 0.0180 0.0623 0.0138 0.100
high 0.0210 1.5114 0.0575 1.1778 2.768
Total 0.273 2.324 0.703 1.817 5.1163

test statistic =5.116

Decision: as test statitic is not in rejection region we fail to reject null hypothesis

Conclusion:we do not have sufficient evidence to conclude that distributions attending to the blood group, in three referred samples attending to the type of blood pressure, are not distributed in the same way  


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