Question

In: Statistics and Probability

The random sample shown below was selected from a normal distribution. 8​, 9​, 6​, 5​, 5​,...

The random sample shown below was selected from a normal distribution. 8​, 9​, 6​, 5​, 5​, 3 Complete parts a and b. a. Construct a 99​% confidence interval for the population mean mu. left parenthesis nothing comma nothing right parenthesis ​(Round to two decimal places as​ needed.) b. Assume that sample mean x overbar and sample standard deviation s remain exactly the same as those you just calculated but that are based on a sample of nequals25 observations. Repeat part a. What is the effect of increasing the sample size on the width of the confidence​ intervals? The confidence interval is left parenthesis nothing comma nothing right parenthesis . ​(Round to two decimal places as​ needed.) What is the effect of the sample size on the width of the confidence​ interval? A. As the sample size​ increases, the width increases. B. As the sample size​ increases, the width decreases. C. As the sample size​ increases, the width stays the same.

Solutions

Expert Solution

x (x-xbar)^2
8 4
9 9
6 0
5 1
5 1
3 9
Sum 36 24
Mean(x)=xbar=sum(x)/n 6
standard deviation(s)=sum(x-xbar)^2/n-1 2.19089
n 6
for 99 % confidence level with degree of freedom (n-1)=5
c 0.01
degrres of freedom 5
t=critical value obtain using t-table with corresponding df=n-1 4.032143
Margin of error =t*s/sqrt(n) 3.606458
LCL=xbar-ME 2.393542
UCL=xbar+ME 9.606458

#99 ​% confidence interval for the population mean =(2.39 ; 9.61)

Ansb:

n=25

xbar=6

#sample standard devaition=s=2.19

# s/sqrt(n)=2.19/sqrt(25)=0.4382

for 99 % confidence level with degree of freedom (n-1)=24
c 0.01
degrres of freedom 24
t=critical value obtain using t-table with corresponding df=n-1 2.796939
Margin of error =t*s/sqrt(n) 1.225557
LCL=xbar-ME 4.774443
UCL=xbar+ME 7.225557

#99 ​% confidence interval for the population mean =(4.77 ; 7.23)

#What is the effect of the sample size on the width of the confidence​ interval?

as we increase the sample size ; confidence interval width reduces

B. As the sample size​ increases, the width decreases.

#Option B is correct


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