In: Statistics and Probability
Anderson Construction Company offers dental insurance to its employees. A recent study by the human resource director shows the annual cost per employee per year followed the normal probability distribution, with a mean of $1,280 and a standard deviation of $420 per year.
Solution :
Given that ,
mean = = 1280
standard deviation = = 420
a) P(x >1500 ) = 1 - p( x< 1500 )
=1- p [(x - ) / < (1500-1280) /420 ]
=1- P(z <0.52 )
= 1 - 0.6985 = 0.3015
probability = 0.3015
b)
P( 1500< x < 2000 ) = P[(1500 - 1280)/ 420) < (x - ) /< (2000 - 1280) /420 ) ]
= P( 0.52< z <1.71 )
= P(z < 1.71) - P(z < 0.52 )
Using standard normal table
= 0.9564 - 0.6985 = 0.2579
Probability =0.2579
c)
P(x >1000 ) = 1 - p( x< 1000 )
=1- p [(x - ) / < (1000-1280) /420 ]
=1- P(z < -0.67 )
= 1 - 0.2514= 0.7486
probability = 0.7486
d) Top 10%
P(Z > z ) = 0.10
1- P(z < z) =0.10
P(z < z) = 1-0.10 = 0.90
z = 1.28
Using z-score formula,
x = z * +
x = 1.28*420+1280
x =1817.6
Minimum dollar amount = 1817.6