A research poll asked 1737 Americans "From what you've read and heard, is there solid evidence that the average temperature on earth has been getting warmer over the past few decades, or not?". The table below shows the distribution of responses by party and ideology, where the counts have been replaced with relative frequencies.
Earth is warming | Not warming | Don't know (or refuse) | Total | |
---|---|---|---|---|
Conservative Republican | 0.07 | 0.12 | 0.04 | 0.23 |
Mod/Lib Republican | 0.10 | 0.02 | 0.06 | 0.18 |
Mod/Cons Democrat | 0.11 | 0.02 | 0.04 | 0.17 |
Liberal Democrat | 0.29 | 0.03 | 0.10 | 0.42 |
Total | 0.57 | 0.19 | 0.24 | 1 |
a) Are believing that the earth is warming and being a liberal
Democrat mutually exclusive?
not mutually exclusive
mutually exclusive
b) What is the probability that a randomly chosen respondent
believes the earth is warming or is a liberal
Democrat? (please round to four decimal
places)
c) What is the probability that a randomly chosen respondent
believes the earth is warming given that they are a liberal
Democrat? (please round to four decimal
places)
d) What is the probability that a randomly chosen respondent
believes the earth is warming given that they are a conservative
Republican? (please round to four decimal
places)
e) Does it appear that whether or not a respondent believes the
earth is warming is independent of their party ideology?
belief in global warming and party ideology are independent
belief in global warming and party ideology are dependent
f) What is the probability that a randomly chosen respondent is a
moderate/liberal Republican given that they do not believe that the
earth is warming? (please round to four decimal
places)
a)
not mutually exclusive ; as they have common sample space probability of 0.29.
b)
probability that a randomly chosen respondent believes the earth is warming or is a liberal Democrat
=(0.57+0.42-0.29)=0.7
c)
probability that a randomly chosen respondent believes the earth is warming given that they are a liberal Democrat =0.29/0.42=0.6905
d)
probability that a randomly chosen respondent believes the earth is warming given that they are a conservative Republican =0.07/0.23=0.3043
e)
belief in global warming and party ideology are dependent
f)
probability that a randomly chosen respondent is a moderate/liberal Republican given that they do not believe that the earth is warming =(0.18-0.1)/(1-0.57)=0.1860
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