Two coins are tossed 100 times and the following results wer
Two coins are tossed 100 times and the following results were obtained:
Number of Heads : 0;1;2 Number of times Occurred: 10;40;50
Test at a = 0.05 if the coins are fair
Solution
Using a binomial distribution, the probabilities of 0, 1, and 2 heads out of 2 fair coins is
P(0) = 0.25
P(1) = 0.50
P(2) = 0.25
Doing an observed/expected value table,
O E (O - E)^2/E
10 25 9
40 50 2
50 25 25
Using chi^2 = Sum[(O - E)^2/E],
chi^2 = 36
As df = a - 1,
a = 3
df = a - 1 = 2
Then, the critical chi^2 value is
significance level = 0.05
chi^2(crit) = 5.991464547
Also, the p value is
p = 1.523E-08
Thus, comparing chi^2 and chi^2(crit) [or, p and significance level], we REJECT THE NULL HYPOTHESIS.
Thus, there is a significant evidence that the coin is not fair. [CONCLUSION]
