The random variable has distribution .
- (a)
Given that , find the value of .
- (b)
It is given that and .
Find the value of .
- (c)
Draw a sketch to show the distribution of for between and .
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Worked solution
9(a)
1. Identify the symmetrical relationship between $2\mu - k$ and $k$ about the mean $\mu$.
The normal distribution curve is symmetrical about .
The distance from to the mean is , which is exactly the same as the distance from to . Thus, is the reflection of across the mean.
2. Apply the symmetry property and the complement rule to calculate the probability.
By symmetry, the probability to the right of is equal to the probability to the left of :
Using the complement rule:
9(b)
1. Find the probability that $X < 1$.
Since , the distribution is symmetric about , so .
2. Standardise the value and solve for $\sigma$ using the inverse normal distribution.
Standardising using :
Using the inverse normal function on a graphing calculator:
9(c)
1. Calculate the standard deviation $\sigma$ using information from part (b).
Since the normal curve is symmetrical about the mean , .
Standardising the value:
2. Determine the features of the sketch relative to the mean and standard deviation.
The normal curve is symmetrical and peaks at the mean, .
The domain boundaries and are equidistant from the mean:
Since , the required interval covers more than standard deviations on either side of the mean. Therefore, the curve should practically taper off to the -axis at these boundaries.
3. Describe the required sketch.
- Draw a horizontal -axis.
- Sketch a bell-shaped curve strictly above the -axis.
- Mark the maximum point on the curve at the line of symmetry .
- Extend the tails so they taper off and closely approach the -axis at the labeled endpoints and .
A symmetrical bell-shaped curve strictly above the -axis, peaking at , and tapering off to approach the -axis near the endpoints and .
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