what is the relationship between confidence and variation?
Variability: as measured by the standard deviation. Populations (and samples) with more variability generate wider confidence intervals. Sample Size: Smaller sample sizes generate wider intervals. There is an inverse square root relationship between confidence intervals and sample sizes.