In: Statistics and Probability
"Contingency table below; Calculate the Chi^2 value"
Please include Excel functions or calculations if possible.
Result | Mon. | Tues. | Wed. | Thurs. | Fri. | |
Number of defective parts | 13 | 7 | 9 | 10 | 14 | 53 |
Number of acceptable parts | 85 | 93 | 93 | 91 | 106 | 468 |
Totals | 98 | 100 | 102 | 101 | 120 | 521 |
Solution:
Test statistic formula is given as below:
Chi square = ∑[(O – E)^2/E]
Where, O is observed frequencies and E is expected frequencies.
E = row total * column total / Grand total
Calculation tables for test statistic are given as below:
Observed Frequencies |
||||||
Day |
||||||
Result |
Mon |
Tues |
Wed |
Thurs |
Fri |
Total |
# defective parts |
13 |
7 |
9 |
10 |
14 |
53 |
# acceptable parts |
85 |
93 |
93 |
91 |
106 |
468 |
Total |
98 |
100 |
102 |
101 |
120 |
521 |
Expected Frequencies |
||||||
Day |
||||||
Result |
Mon |
Tues |
Wed |
Thurs |
Fri |
Total |
# defective parts |
9.96929 |
10.17274 |
10.3762 |
10.27447 |
12.20729 |
53 |
# acceptable parts |
88.03071 |
89.82726 |
91.6238 |
90.72553 |
107.7927 |
468 |
Total |
98 |
100 |
102 |
101 |
120 |
521 |
Calculations by using excel |
||||
(O - E) |
||||
3.03071 |
-3.17274 |
-1.3762 |
-0.27447 |
1.792706 |
-3.03071 |
3.172745 |
1.3762 |
0.274472 |
-1.79271 |
(O - E)^2/E |
||||
0.92135 |
0.989537 |
0.182526 |
0.007332 |
0.263269 |
0.104341 |
0.112063 |
0.020671 |
0.00083 |
0.029815 |
Test Statistic = Chi square = ∑[(O – E)^2/E] = 2.631733
χ2 statistic = 2.631733