The amount of time Ricardo spends brushing his teeth follows a Normal distribution with unknown mean

texelaare

texelaare

Answered question

2021-08-21

The amount of time Ricardo spends brushing his teeth follows a Normal distribution with unknown mean and standard deviation. Ricardo spends less than one minute brushing his teeth about 40% of the time. He spends more than two minutes brushing his teeth 2% of the time. Use this information to determine the mean and standard deviation of this distribution.

Answer & Explanation

smallq9

smallq9

Skilled2021-08-22Added 106 answers

"Table A contains the probabilities to the left of a z-score or for values smaller than z-score
The time is less than one minute about 40% of the time.
The time is more than two minutes about 2% of the time and thus less than two minutes about 98% of the time.
The z-value is then the value in the table A corresponding to a probability of 0.400.98 :
z=-0.25
z= 2.05
The value is then the mean increased by the product of the z-value and the standard deviation.
1=x=μ+zσ=μ0.25σ
2=x=μ+zσ=μ+2.05σ
Subtract the equations:
1=2.30σ
Divide each side by 2.30:
0.4348=12.30=σ
Determine the mean:
μ=1+0.25σ=1+0.25(0.4348)=1.1087
Result:μ=1.1087.σ=0.4348

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