Answer:
0.0218
Explanation:
Data provided in the question:
Average credit card debt, µ = $16,601
Standard deviation, σ = $4,100
Sample size, n = 35
To find : P ( X > 18000 )
Now,
P ( X > $18,000 ) = 1 - P ( X < $18,000 )
For Standardizing the value, we have
Z = [ X - µ ] ÷ [ σ ÷ √n ]
Z = [ $18,000 - $16,601 ] ÷ [ $4,100 ÷ √35 ]
or
Z = 2.02
Thus,
P ( [ X - µ ] ÷ [ σ ÷ √n ] > [ $18,000 - $16,601 ] ÷ [ 4100 ÷ √35 ]
or
P ( Z > 2.02 )
or
P ( X > 18000 ) = 1 - P ( Z < 2.02 )
[ from standard Z-value table P ( Z < 2.02 ) = 0.9782 ]
therefore,
P ( X > 18000 ) = 1 - 0.9782
or
P ( X > 18000 ) = 0.0218