Paper 4 (9164, Section A) · June 2016 · Normal Distribution
The diameters of washers produced by a machine follow a Normal distribution with standard deviation 0.1 mm and unknown mean . The mean is to be set so that the probability that a diameter exceeds 2.0 mm is 0.03.
Writing the condition as , state the value of z for which .
Model answer
1.881
Also accepted: 1,881, 1.88, 1,88, 1.9, 1,9, 1.8808, 1,8808
Explanation
The tail probability above 2.0 mm is 0.03, so the probability below it is .
A Normal table gives the value of the standard Normal variable whose cumulative probability is 0.97, and reading it off gives .
This is the number the standardised diameter must equal, and everything else in the question follows from it.
Derived from ZIMSEC Statistics Paper 4, June 2016, Q1