In: Statistics and Probability
Statistics - Calculate difference in proportions and chi-square values.
Do by hand, not in R or Excel. Show formulas
1) Calculate difference in proportions
2) Calculate chi-square values
Cell phones and cancer
Cancer | Cancer | |
Cell phone | Yes | No |
Yes | 53 | 102 |
No | 485 | 693 |
1) H0: There is no significance difference among the proportion of cell phone users and attack cancer
H1: There is significance difference among the proportion of cell phone users and attack cancer
Let the los be alpha = 5%
From the given data
Cancer | |||
Cell Phone | Yes | NO | Total |
Yes | 53 | 102 | 155 |
NO | 485 | 693 | 1178 |
Total | 538 | 795 | 1333 |
1st sample proportion p1 = 53/155 = 0.341935
2nd sample proportion p2 = 485/1178 = 0.411715
P-value = 0.0960
Z-critical value = +/- 1.96
Here P-value > alpha 0.05 and z value is in z critical values, so we accept H0
Thus we conclude that There is no significance difference among the proportion of cell phone users and attack cancer
2)
H0: There is no significance difference among the proportion of cell phone users and attack cancer
H1: There is significance difference among the proportion of cell phone users and attack cancer
Let the los be alpha = 5%
Cancer | |||
Cell Phone | Yes | NO | Total |
Yes | 53 | 102 | 155 |
NO | 485 | 693 | 1178 |
Total | 538 | 795 | 1333 |
Critical X^2: 3.841456
P-Value: 0.0960
Here P-value > alpha 0.05 and Chisquare value < Chisquare critical value, so we accept H0
Thus we conclude that There is no significance difference among the proportion of cell phone users and attack cancer