In: Statistics and Probability
The mass of a species of mouse commonly found in houses is normally distributed with a mean of 20.8 grams with a standard deviation of 0.18 grams.
a) What is the probability that a randomly chosen mouse has a mass of less than 20.64 grams?
b) What is the probability that a randomly chosen mouse has a mass of more than 20.99 grams?
c) What proportion of mice have a mass between 20.71 and 20.9 grams?
Solution :
Given that ,
mean = = 20.8
standard deviation = =0.18
P(X<20.64 ) = P[(X- ) / < (20.64 - 20.8) /0.18 ]
= P(z <-0.89 )
Using z table
=0.1867
b.
P(x >20.99 ) = 1 - P(x<20.99 )
= 1 - P[(x -) / < (20.99-20.8) /0.18 ]
= 1 - P(z <1.06 )
Using z table
= 1 - 0.8554
= 0.1446
probability= 0.1446
c.
P(20.71< x <20.9 ) = P[(20.71-20.8) /0.18 < (x - ) / < (20.9-20.8) /0.18]
= P( -0.5< Z <0.56 )
= P(Z < 0.56) - P(Z <-0.5 )
Using z table
= 0.7123 - 0.3085
proportion= 0.4038