This probability is greater than 0.05, a can filled less than 12 ounces is not unusual and P ( X > 12.08 ) = 0.3085.
X ~ N ( µ = 12.06 , σ = 0.04 )
P ( X > 12.08 ) = 1 - P ( X < 12.08 )
Standardizing the value
Z = ( X - µ ) / σ
Z = ( 12.08 - 12.06 ) / 0.04
Z = 0.5
P ( ( X - µ ) / σ ) > ( 12.08 - 12.06 ) / 0.04 )
P ( Z > 0.5 )
P ( X > 12.08 ) = 1 - P ( Z < 0.5 )
P ( X > 12.08 ) = 1 - 0.6915
P ( X > 12.08 ) = 0.3085
b)
X ~ N ( µ = 12.06 , σ = 0.04 )
P ( 12 < X < 12.04 )
Standardizing the value
Z = ( X - µ ) / σ
Z = ( 12 - 12.06 ) / 0.04
Z = -1.5
Z = ( 12.04 - 12.06 ) / 0.04
Z = -0.5
P ( -1.5 < Z < -0.5 )
P ( 12 < X < 12.04 ) = P ( Z < -0.5 ) - P ( Z < -1.5 )
P ( 12 < X < 12.04 ) = 0.3085 - 0.0668
P ( 12 < X < 12.04 ) = 0.2417
c)
P ( X < 12 )
Standardizing the value
Z = ( X - µ ) / σ
Z = ( 12 - 12.06 ) / 0.04
Z = -1.5
P ( ( X - µ ) / σ ) < ( 12 - 12.06 ) / 0.04 )
P ( X < 12 ) = P ( Z < -1.5 )
P ( X < 12 ) = 0.0668
Since this probability is greater than 0.05, a can filled less than 12 ounces is not unusual .
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