Question

In: Statistics and Probability

4. The following table presents the data on comparison of three methods of determining serum amylase...

4. The following table presents the data on comparison of three methods of determining serum amylase values in patients with pancreatitis. Test whether these data indicate a difference among the three methods.

Serum amylase values (enzyme units per 100 ml of serum) in patients with pancreatitis

Specimen

Method of determination

A

B

C

1

4000

3210

6120

2

1600

1040

2410

3

1600

647

2210

4

1200

570

2060

5

840

445

1400

6

352

156

249

7

224

155

224

8

200

99

208

9

184

70

227

Solutions

Expert Solution

We have to use ANOVA to comparison of three methods of determining serum amylase values in patients with pancreatitis

Here the hypotehsis are given by

H0 : There is no significant difference between means of three methods of determining serum amylase values.

H1 : There is significant difference between means of three methods of determining serum amylase values

The ANOVA table :

Data

Specimen A B C
1 4000 3210 6120
2 1600 1040 2410
3 1600 647 2210
4 1200 570 2060
5 840 445 1400
6 352 156 249
7 224 155 224
8 200 99 208
9 184 70 227

Using excell we have following output

ANOVA TABLE

ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 4242888 2 2121444 1.039075 0.369159 3.402826
Within Groups 48999966 24 2041665
Total 53242854 26

There are three treatments : d.f. for between treatments = k -1 = 3-1 = 2

D.f. for total = N-1 = 27- 1 = 26

d.f. or within treatments = n-k = 26-2 = 24

We have SSwithin =48999966

So MSwithin =SSwithin /d.f. or within treatments =2041665

MSbetween =SS between /d.f. between =2121444

  • SSTotal = SSBetween + SSwithin = 53242854

  • We have F = MSbetween / MSwithin  =1.0390

  • Here calcualted value of F=1.0390 < 3.4028=critical value of F

    Hence we do not reject null hypothesis.

    Cocnlusion :

  • There is no significant difference between means of three methods of determining serum amylase values.

Please let me know through comment if you have any doubt.
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