In: Statistics and Probability
Let x = red blood cell (RBC) count in millions per cubic millimeter of whole blood. For healthy females, x has an approximately normal distribution with mean μ = 3.3 and standard deviation σ = 0.7. (a) Convert the x interval, 4.5 < x, to a z interval. (Round your answer to two decimal places.) < z (b) Convert the x interval, x < 4.2, to a z interval. (Round your answer to two decimal places.) z < (c) Convert the x interval, 4.0 < x < 5.5, to a z interval. (Round your answers to two decimal places.) < z < (d) Convert the z interval, z < −1.44, to an x interval. (Round your answer to one decimal place.) x < (e) Convert the z interval, 1.28 < z, to an x interval. (Round your answer to one decimal place.) < x (f) Convert the z interval, −2.25 < z < −1.00, to an x interval. (Round your answers to one decimal place.) < x < (g) If a female had an RBC count of 5.9 or higher, would that be considered unusually high? Explain using z values. Yes. A z score of 3.71 implies that this RBC is unusually high. No. A z score of −3.71 implies that this RBC is unusually low. No. A z score of 3.71 implies that this RBC is normal?
Solution:
Given: x = red blood cell (RBC) count in millions per cubic millimeter of whole blood has an approximately normal distribution with mean μ = 3.3 and standard deviation σ = 0.7.
Part a) Convert the x interval, 4.5 < x, to a z interval.
Thus z interval is:
1.71 < z
Part b) Convert the x interval, x < 4.2, to a z interval.
Thus z interval is:
z < 1.29
Part c) Convert the x interval, 4.0 < x < 5.5, to a z interval.
Thus z interval is:
1.00 < z < 3.14
Part d) Convert the z interval, z < −1.44, to an x interval.
Use following formula to find x value:
Thus x interval is:
x < 2.3
Part e) Convert the z interval, 1.28 < z, to an x interval.
Thus x interval is:
4.2 < x
Part f) Convert the z interval, −2.25 < z < −1.00, to an x interval.
and
Thus x interval is:
1.7 < x < 2.6
Part g) If a female had an RBC count of 5.9 or higher, would that be considered unusually high? Explain using z values.
If z score is below -2.00 or above +2.00, then that score is unusually high.
Since z = 3.71 > 2.00, an RBC count of 5.9 or higher, would be considered unusually high.
Thus correct answer is:
Yes. A z score of 3.71 implies that this RBC is unusually high.