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About statmaster
Expertise
I can answer questions related to applied statistics of graduate and research and computing such as SPSS

Experience
Teaching statistics for last 15 years

Education/Credentials
M.Sc Statistics

 
   

You are here:  Experts > Science > Mathematics > Probability & Statistics > please answer this question

Probability & Statistics - please answer this question


Expert: statmaster - 7/28/2009

Question
in a recent survey of high school students, it is found that the average amount of money spend on entertainment each week was normally distributed with a mean of $52.30 and a standard deviation of $18.23 assuming that these value are representative of all high school students, what is the probability that for a sample of 25 the average amount spend by each student exceeds $60.00

Answer
Let the average amount of money spend on entertainment each week foloes normal distribution with a mean of $52.30 and a standard deviation of $18.23 assuming that these value are representative of all high school students, To find  the probability that for a sample of 25 the average amount spend by each student exceeds $60.00

P(X>60) =P(X-mean/sd > (60-52.30)/18.23)
       =  P(Z>0.4262)   Bothsides subtract with mean and devide by Sd,by defn z=x=mean/sd
       =1-P(Z<0.4262)

P(Z<0.4262) is obtained with help of EXCEL function  =NORMDIST(60,52.3,18.23,TRUE)

      =1-0.6636
P(X>60)=0.3364

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