Please answer in RSTUDIO See photo for more information: Question $1\mathrm{.}1[1$ pt$]$

In the code block below, obtain a single bootstrap sample.

Question $1\mathrm{.}2[6$ pts$]$

Obtain the bootstrap distribution of the median wait time $($from scratch, i$.$e$.,$ not using the boot package$)$

Question $1\mathrm{.}3[1$ pt$]$

Plot the bootstrap distribution using a histogram. Bonus $(1$ pt$)$ Use the ggplot$2$ R package to plot the

histogram. Note: to receive the bonus point you should also submit this question to Q$1$ bonus on Crowdmark. Question $1\mathrm{.}4[1$pt$]$

Calculate the standard error of your estimator.

Question $1\mathrm{.}5[2$ pts$]$

Calculate the $90\%$ bootstrap confidence interval for the true median wait time using the percentile method.

Question $1\mathrm{.}6[5$ pts$]$

Calculate the $90\%$ bootstrap confidence interval for the true median wait time using the boot package.

library $($boot$)$Question $1\mathrm{.}1[1$ pt$]$

In the code block below, obtain a single bootstrap sample.

Question $1\mathrm{.}2[6$ pts$]$

Obtain the bootstrap distribution of the median wait time $($from scratch, i$.$e$.,$ not using the boot package$)$

Question $1\mathrm{.}3[1$ pt$]$

Plot the bootstrap distribution using a histogram. Bonus $(1$ pt$)$ Use the ggplot$2$ R package to plot the

histogram. Note: to receive the bonus point you should also submit this question to Q$1$ bonus on Crowdmark.

Question $1\mathrm{.}4[1pt]$

Calculate the standard error of your estimator.

Question $1\mathrm{.}5[2$ pts$]$

Calculate the $90\%$ bootstrap confidence interval for the true median wait time using the percentile method.

Question $1\mathrm{.}6[5$ pts$]$

Calculate the $90\%$ bootstrap confidence interval for the true median wait time using the boot package.

library $($boot$)$