Confidence interval for the normal data set in exercise you


Question: Confidence interval for the Normal data set. In Exercise you bootstrapped the mean of a simulated SRS from the standard Normal distribution N(0, 1) and found the standard t and bootstrap t 95% confidence intervals for the mean.

(a) Find the bootstrap percentile 95% confidence interval. Does this interval confirm that the t intervals are acceptable?

(b) We know that the population mean is 0. Do the confidence intervals capture this mean?

Exercise: Bootstrapping a Normal data set. The following data are "really Normal." They are an SRS from the standard Normal distribution N(0, 1), produced by a software Normal random number generator.

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(a) Make a histogram and Normal quantile plot. Do the data appear to be "really Normal"? From the histogram, does the N(0, 1) distribution appear to describe the data well? Why?

(b) Bootstrap the mean. Why do your bootstrap results suggest that t confidence intervals are appropriate?

(c) Give both the bootstrap and the formula-based standard errors for x. Give both the bootstrap and usual t 95% confidence intervals for the population mean μ. c) Give both the bootstrap and the formula-based standard errors for x. Give both the bootstrap and usual t 95% confidence intervals for the population mean μ.

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Basic Statistics: Confidence interval for the normal data set in exercise you
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