Compare sampling and bootstrap standard deviations
In the same way that you looked at how the sampling distribution and bootstrap distribution could be used to estimate the population mean, you'll now take a look at how they can be used to estimate variation, or more specifically, the standard deviation, in the population.
spotify_population
, spotify_sample
, sampling_distribution
, and bootstrap_distribution
are available; dplyr
is loaded.
Este exercício faz parte do curso
Sampling in R
Exercício interativo prático
Experimente este exercício completando este código de exemplo.
# Calculate the true population std dev popularity
pop_sd <- ___
# Calculate the true sample std dev popularity
samp_sd <- ___
# Calculate the sampling dist'n estimate of std dev popularity
samp_distn_sd <- ___
# Calculate the bootstrap dist'n estimate of std dev popularity
boot_distn_sd <- ___
# See the results
c(pop = pop_sd, samp = samp_sd, sam_distn = samp_distn_sd, boot_distn = boot_distn_sd)