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Unless otherwise specified, please use alpha = 0.05.
According to the 2012–2013 annual report of the American Psychological Association’s survey of faculty salaries in graduate departments of psychology, the average salary for a new (less than 3 years) professor was $92,000, with a standard deviation of $32,845. Assuming that these data are normally distributed:
- What was the salary for a new full professor in the 76th percentile?
- What percentage of new professors earn less than $50,000?
Solution:
Given that,
mean = = 92000
standard deviation = = 32845
Using standard normal table,
A ) P(Z < z) = 76%
P(Z < z) = 0.76
P(Z < 0.7063) = 0.76
z = 0.7063
Using z-score formula,
= z * +
= 0.7063 * 32845 + 92000
= 115198.4235
The 76th percentile = 115198 .42
B ) p ( x < 50000 )
= p ( x - / ) < ( 50000 - 92000 / 32845)
= p ( z < - 87000 / 32845 )
= p ( z < - 2.65 )
Using z table
= 0.0040
Probability = 0.0040 = 0.40%
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