Te weight of an adult bottlenose dolphin was found to follow a normal distribution with a mean of 550 pounds and a standard deviation of 50 pounds.
a. What percentage of adult bottlenose dolphins weigh from 400 to 600 pounds?
b. If X represents the mean weight of a random sample of 9 adult bottlenose dolphins, what is P X (500 580 < < ) ?
c. In a random sample of 9 adult bottlenose dolphins, what is the probability that 5 of them are heavier than 560 pounds?

Respuesta :

Answer:

Mean = [tex]\mu = 550[/tex]

Standard deviation = [tex]\sigma = 50[/tex]

a. What percentage of adult bottlenose dolphins weigh from 400 to 600 pounds?

P(400<x<600)

Formula : [tex]Z=\frac{x-\mu}{\sigma}[/tex]

at x = 400

[tex]Z=\frac{400-550}{50}[/tex]

[tex]Z=-3[/tex]

Refer the z table for p value

p value = 0.0013

at x = 600

[tex]Z=\frac{600-550}{50}[/tex]

[tex]Z=1[/tex]

Refer the z table for p value

p value = 0.8413

P(400<x<600)=P(x<600)-P(x<400)=0.8413-0.0013=0.84

So,84%  of adult bottlenose dolphins weigh from 400 to 600 pounds

b)If X represents the mean weight of a random sample of 9 adult bottlenose dolphins, what is P (500<x < 580) ?

Formula : [tex]Z=\frac{x-\mu}{\sigma}[/tex]

at x = 500

[tex]Z=\frac{500-550}{50}[/tex]

[tex]Z=-1[/tex]

Refer the z table for p value

p value = 0.1587

at x = 580

[tex]Z=\frac{580-550}{50}[/tex]

[tex]Z=0.6[/tex]

Refer the z table for p value

p value = 0.7257

P(500<x<580)=P(x<580)-P(x<500)=0.7257-0.1587=0.84

c). In a random sample of 9 adult bottlenose dolphins, what is the probability that 5 of them are heavier than 560 pounds?

at x = 560

[tex]Z=\frac{560-550}{50}[/tex]

[tex]Z=0.2[/tex]

Refer the z table for p value

p value = 0.5793

P(x>560)=1-P(x<560)=1-0.5793=0.4207

Now to find the the probability that 5 of them are heavier than 560 pounds we will use binomial distribution

[tex]P(X=r)=^nC_r p^r q^{n-r}[/tex]

p is the probability of success that is 0.4207

q = 1-p = probability of failure

n = 9

r = 5

[tex]P(X=5)=^9C_5 (0.4207)^5 (1-0.4207)^{9-5}[/tex]

[tex]P(X=5)=\frac{9!}{5!(9-5)!}(0.4207)^5 (1-0.4207)^{9-5}[/tex]

[tex]P(X=5)=0.187[/tex]

Hence In a random sample of 9 adult bottlenose dolphins,  the probability that 5 of them are heavier than 560 pounds is 0.187