The continuous random variable YY has the distribution N(μ,σ2)\mathrm{N}(\mu, \sigma^2). It is known that P(Y<−a)=P(Y>5a)=0.1\mathrm{P}(Y < -a) = \mathrm{P}(Y > 5a) = 0.1. Express μ\mu and σ\sigma in the forms kaka and mama respectively, where kk and mm are constants to be determined.

Work through it with AI →

It won't just hand you the answer — it asks where you're stuck.How the checker works

Worked solution

8

1. Determine $\mu$ using the symmetry of the normal distribution.

Since P(Y<−a)=P(Y>5a)\mathrm{P}(Y < -a) = \mathrm{P}(Y > 5a) and the normal distribution is perfectly symmetrical, the mean μ\mu must lie exactly halfway between −a-a and 5a5a.
μ=−a+5a2=2a\mu = \frac{-a + 5a}{2} = 2a

2. Standardise the variable $Y$ to form an equation involving $\sigma$.

P(Y<−a)=0.1\mathrm{P}(Y < -a) = 0.1
Using the standard normal variable Z∼N(0,1)Z \sim \mathrm{N}(0, 1):
P(Z<−a−μσ)=0.1\mathrm{P}\left(Z < \frac{-a - \mu}{\sigma}\right) = 0.1
Substituting μ=2a\mu = 2a:
P(Z<−a−2aσ)=0.1\mathrm{P}\left(Z < \frac{-a - 2a}{\sigma}\right) = 0.1
P(Z<−3aσ)=0.1\mathrm{P}\left(Z < -\frac{3a}{\sigma}\right) = 0.1

3. Use the inverse normal function to solve for $\sigma$.

Using a graphing calculator to find the inverse normal value corresponding to a cumulative probability of 0.1:
−3aσ≈−1.28155-\frac{3a}{\sigma} \approx -1.28155
σ=−3a−1.28155\sigma = \frac{-3a}{-1.28155}
σ≈2.34a (to 3 s.f.)\sigma \approx 2.34a \text{ (to 3 s.f.)}

Answer

μ=2a\mu = 2a, σ=2.34a\sigma = 2.34a

AI analysis — may contain mistakes.

Worked this one out on paper? Snap your steps and Gigle's AI math checker will circle the step where it went wrong.

More questions on this topic

  1. 1The owner of Eng Choo Farm claims that the eggs produced at his farm has an average cholesterol content of μ0\mu_0 mg pe…
  2. 2In this question you should state the parameters of any distributions that you use. Crispy Cream Donut Shop sells 2 type…
  3. 3XX is a normal random variable with mean 1 and variance 1, and YY is also a normal random variable with mean μ\mu and…
  4. 4Fishing Company A has two types of fishing vessels, the "Standard" vessel and the "Large" vessel. The amount of fish cau…
  5. 5In this question, you should state clearly all the distributions that you use, together with the values of the appropria…