In the last quarter of​ 2007, a group of 64 mutual funds had a mean return of 3.3​% with a standard deviation of 4.6​%. Consider the Normal model ​N(0.033​,0.046​) for the returns of these mutual funds. ​

a) What value represents the 40th percentile of these​ returns? ​
b) What value represents the 99th​ percentile? ​
c) What's the​ IQR, or interquartile​ range, of the quarterly returns for this group of​ funds?

Respuesta :

Answer:

a) 0.021362

b) 0.139996

c)  0.062008

Step-by-step explanation:

We are given the following information in the question:

Mean, μ =  3.3​% = 0.033

Standard Deviation, σ = 4.6​% = 0.046

We are given that the distribution of mutual funds is a bell shaped distribution that is a normal distribution.

a) We have to find the value of x such that the probability is 0.4.

[tex]P( X < x) = P( z < \displaystyle\frac{x - 0.033}{0.046})=0.4[/tex]

Calculation the value from standard normal z table, we have,  

[tex]P( z< -0.253) = 0.4[/tex]

[tex]\displaystyle\frac{x - 0.033}{0.046} = -0.253\\x = 0.021362[/tex]

b) We have to find the value of x such that the probability is 0.99

[tex]P( X < x) = P( z < \displaystyle\frac{x - 0.033}{0.046})=0.99[/tex]  

Calculation the value from standard normal z table, we have,  

[tex]P( z< 2.326) = 0.99[/tex]

[tex]\displaystyle\frac{x - 0.033}{0.046} = 2.326\\x =0.139996[/tex]

c) IQR = [tex]Q_3- Q_1 = 75^{th}\text{Percentile} - 25^{th}\text{Percentile}[/tex]

We have to find the value of x such that the probability is 0.75

[tex]P( X < x) = P( z < \displaystyle\frac{x - 0.033}{0.046})=0.75[/tex]  

Calculation the value from standard normal z table, we have,  

[tex]P( z< 0.674) = 0.75[/tex]

[tex]\displaystyle\frac{x - 0.033}{0.046} = 0.674\\x =0.064004[/tex]

We have to find the value of x such that the probability is 0.25

[tex]P( X < x) = P( z < \displaystyle\frac{x - 0.033}{0.046})=0.25[/tex]  

Calculation the value from standard normal z table, we have,  

[tex]P( z< -0.674) = 0.25[/tex]

[tex]\displaystyle\frac{x - 0.033}{0.046} = -0.674\\x =0.001996[/tex]

IQR = [tex]0.064004 - 0.001996 = 0.062008[/tex]