Question

In: Statistics and Probability

"Contingency table below; Calculate the Chi^2 value" Please include Excel functions or calculations if possible. Result...

"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

Solutions

Expert Solution

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


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