Question

In: Statistics and Probability

Q13. Twelve different video games showing substance use were observed and the duration of times of...

Q13. Twelve different video games showing substance use were observed and the duration of times of game play​ (in seconds) are listed below. The design of the study justifies the assumption that the sample can be treated as a simple random sample. Use the sample data to construct an 80​%

confidence interval estimate of

sigma σ​,

the standard deviation of the duration times of game play. Assume that this sample was obtained from a population with a normal distribution.

4015

3995

4344 4981

4516 

3971

3939

4236

4895

4146

3890

4971

The confidence interval estimate is nothing __?_sec less than

sec.

(Round to one decimal place as​ needed.)

Solutions

Expert Solution

Sample Size,   n=   12
Sample Standard Deviation,   s = √(Σ(X- x̅ )²/(n-1) ) = 417.5571
Confidence Level,   CL=   0.80
      
      
Degrees of Freedom,   DF=n-1 =    11
alpha,   α=1-CL=   0.2
alpha/2 ,   α/2=   0.1
Lower Chi-Square Value=   χ²1-α/2 =   5.5778
Upper Chi-Square Value=   χ²α/2 =   17.2750
      
confidence interval for variance is      
lower bound=   (n-1)s²/χ²α/2 =   111021.24
      
      
upper bound=   (n-1)s²/χ²1-α/2 =   343844.91
      

confidence interval for population std dev is       
lower bound=   √(lower bound variance)=   333.2
      
upper bound=   √(upper bound of variance=   586.4

      



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