In: Statistics and Probability
Consider a case-control study of the possible association between alcohol consumption and the risk of esophageal cancer as reported by Tyns et al. (1977). The study entailed 200 males diagnosed with esophageal cancer in one of the regional hospitals between the years1972 and 1974, and controls were a sample of 775 adult males selected from electoral lists in each community. The data on alcohol consumption dichotomized at a value of 80 g/d for cases and controls are summarized below:
Average alcohol consumption (g) Cases Controls Total
>80 96 109 205
<80 104 666 770
Total 200 775 975
Carry out a test of possible association between the average daily alcohol consumption and the risk of esophageal cancer. Calculate 95% CIs of the measure of association and interpret your findings.
Alcohol consumpton | Cases | Control | Total |
> 80 | 96 | 109 | 205 |
< 80 | 104 | 666 | 770 |
Total | 200 | 775 | 975 |
Below is the contngency table :
Row_1 | Col._1 | fo (Observed freq.) | Expected Freq. (fe) | (fo - fe) | (fo - fe)^2 | (fo - fe)^2/fe |
1 | 1 | 96 | 42.05128205 | 53.9487 | 2910.4642 | 69.21225766 |
1 | 2 | 109 | 162.9487179 | -53.949 | 2910.4642 | 17.86122778 |
2 | 1 | 104 | 157.9487179 | -53.949 | 2910.4642 | 18.42664003 |
2 | 2 | 666 | 612.0512821 | 53.9487 | 2910.4642 | 4.755261942 |
Sum | 110.2553874 |