In: Statistics and Probability
Question 1: Assume that the random variable X is normally distributed, with mean that = 47 and standard deviation that = 7. Compute the probability. Be sure to draw a normal curve with the area corresponding to the probability shaded.
P(X< AND = TO 43)
Using technology, what is P(X< AND = TO 43) equal? (round to four decimal places)
Question 2: The mean incubation time for a type of fertilized egg kept at 100.8°F is 22 days. Suppose that the incubation times are approximately normally distributed with a standard deviation of 2 days.
(a) What is the probability that a randomly selected fertilized egg hatches in less than 20 days?
(b) What is the probability that a randomly selected fertilized egg takes over 24 days to hatch?
(c) What is the probability that a randomly selected fertilized egg hatches between 18 and 22 days?
(d) Would it be unusual for an egg to hatch in less than 17 days? Why?
Since the random variable X is normally distributed, with mean that = 47 and standard deviation that = 7 hence
to find
a) is calculated using the Z score calculator as
hence
P(X</=43)=P(Z</=-0.57)
The probability value is calculated using the Z table shown below as
P-value=0.2843
b) since the mean incubation time for a type of fertilized egg kept at 100.8 °F is 22 days. Suppose that the incubation times are approximately normally distributed with a standard deviation of 2 days.
hence,
a) P(X<20)
Using Z formula
P(Z<-1)=0.1587 using Z table
b) P(X.>24)
P(Z>1)=0.1587 again computed using the Z table shown below
c) P(18<X<22)
Z at X=18
and Z at X=22
So, P(10<X<22)
=P(-2<Z<0)
=0.50-0.0228
=0.4772
d) Again P(X<17)
According to Central limit theorem if Z value is less than -2 and greater than 2 then by rare event rule the probability of happening that event becomes very low hence it is unusual.
Z table