The normal distribution
Practice section 4 of 7
Questions 19–24 in this collection
Practice questions
Discussion practice · 1 of 6
Use the lower-tail quantile to set the new filling mean
A manufacturer produces margarine packets with normally distributed mass, mean 502 g and standard deviation 0.8 g. Find the proportion containing less than 500 g.
The mean is increased to μg and the standard deviation is unchanged. Only 1 packet in 1000, on average, now contains less than 500 g. Find μ correct to 1 decimal place.
[2007/HCI/H1/6]
CJC · Discussion · Question 3
Solution
Discussion practice · 2 of 6
Convert both rejection rates into quantile equations
A grading machine rejects apples as too large if their mass exceeds 150 g, and too small if below 110 g. Over a long period 10% are too large and 15% too small. Apple mass in grams may be modelled by . Find μ and σ.
[2005/Specimen Paper/II/9(modified)]
CJC · Discussion · Question 4
Solution
Discussion practice · 3 of 6
Locate the mean midway between equal normal tails
and . Find μ and σ.
[2009/MI/BT/II/9(a)(modified)]
CJC · Discussion · Question 5
Solution
Discussion practice · 4 of 6
Allow an interval endpoint on either side of the fixed bound
X is normally distributed with mean 10 and standard deviation 2.
Find and .
Find the possible values of a if the probability that X lies between a and 12 is 0.15.
If three values are taken at random, find the probability that two are less than 12 and the other greater than 12.
CJC · Discussion · Question 6
Solution
Discussion practice · 5 of 6
Choose between scaling one value and adding independent values
X and Y are independent continuous normal random variables with means 10,12 and standard deviations 2,3 respectively. Find
(a) ,
(b) ,
(c) ,
(d) ,
(e) x such that , for independent observations of X.
[1987/II/9]
CJC · Discussion · Question 7
Solution
Discussion practice · 6 of 6
Distinguish six separate rods from three times one rod
Type A rod lengths are normally distributed with mean 5 cm and standard deviation 0.5 cm; type B lengths have mean 10 cm and standard deviation 1 cm. Find the probability that
(a) the total length of 3 type A rods and 2 type B rods lies between 33 and 36 cm,
(b) the total length of 6 type A rods exceeds three times the length of one randomly chosen type B rod.
CJC · Discussion · Question 8