Best point estimate, confidence intervals
Using the same data set and variables for your selected topic, add the following information to your analysis:Discuss the importance of constructing confidence intervals for the population mean.
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- What are confidence intervals?
- What is a point estimate?
- What is the best point estimate for the population mean? Explain.
- Why do we need confidence intervals?
- Find the best point estimate of the population mean.
- Construct two confidence intervals for the population mean: a 95% confidence interval and a 99% confidence interval. Assume that your data is normally distributed and the population standard deviation is unknown.
- Please show your work for the construction of these confidence intervals and be sure to format your equations to fit the appropriate form (may need editing here).
- Write a paragraph that correctly interprets the confidence intervals in context of your selected topic.
- Compare and contrast your findings for the 95% and 99% confidence intervals.
- Did you notice any changes in your interval estimate? Explain.
- What conclusion(s) can be drawn about your interval estimates when the confidence level is increased? Explain.
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Sample Standard Deviation, s 8.924336687437 Variance (Sample Standard), s2 79.643785310734 Population Standard Deviation, σ 8.8496547327502 Variance (Population Standard), σ2 78.316388888889 Total Numbers, N 60 Sum: 3709 Mean (Average): 61.816666666667 Standard Error of the Mean (SEx̄): 1.152126912213