In: Statistics and Probability
A nationwide sample of influential Liberals and Conservatives was asked as a part of a comprehensive survey whether they favoured lowering environmental standards so that high-sulphur coal could be burned in coal-fired power plants. The results were:
Liberals Conservatives
Number sampled 511 679
Number in favour 41 85
At the 0.02 level of significance, can we conclude that there is a larger proportion of Conservatives in favour of lowering the standards? Calculate and interpret the p-value.
c. Compute the value of the test statistic. (Negative answer should be indicated by a minus sign. Round the final answer to 2 decimal places.)
e. Calculate the p-value. (Round the z-value to 2 decimal places. Round the final answer to 4 decimal places.)
## it is two sample proportion test : z
To test :
Ho : p1 = p2 VS H1 : p1 < p2
where p1 : population proportion for liberals and p2 population proportion for conservatives
test statistics :
z = -2.57
p value = 0.0050 ( use statistical table )
decision : we reject Ho if p value is less than α value using p value approach here p value < α value we reject Ho
Conclusion : There is sufficient evidence to conclude that there is a larger proportion of conservatives in favour of lowering standards .