In: Statistics and Probability
The weights for newborn babies is approximately normally distributed with a mean of 6.4 pounds and a standard deviation of 1.4 pounds.
Consider a group of 1100 newborn babies:
1. How many would you expect to weigh between 4 and 8 pounds?
2. How many would you expect to weigh less than 7 pounds?
3. How many would you expect to weigh more than 6 pounds?
4. How many would you expect to weigh between 6.4 and 10 pounds?
Solution :
Given that ,
mean = = 6.4
standard deviation = = 1.4
1.
P(4 < x < 8) = P[(4 - 6.4)/ 1.4) < (x - ) / < (8 - 6.4) / 1.4) ]
= P(-1.7143 < z < 1.1429)
= P(z < 1.1429) - P(z < -1.7143)
= 0.8735 - 0.0432
= 0.8303
would = 0.8303
2.
P(x < 7) = P[(x - ) / < (7 - 6.4) / 1.4]
= P(z < 0.4286)
= 0.6659
would = 0.6659
3.
P(x > 6) = 1 - P(x < 6)
= 1 - P[(x - ) / < (6 - 6.4) / 1.4]
= 1 - P(z < -0.2857)
= 1 - 0.3876
= 0.6124
would = 0.6124
4.
P(6.4 < x < 10) = P[(6.4 - 6.4)/ 1.4) < (x - ) / < (10 - 6.4) / 1.4) ]
= P(0 < z < 2.5714)
= P(z < 2.5714) - P(z < 0.5)
= 0.9949 - 0.5
= 0.4949
would = 0.4949