Given that height and weight tend to be correlated, would it be okay for me to use a single simple random sample of people to create confidence intervals for both their height and their weight?
Side note, if you were running a regression model you would not have to draw two samples but the SE associated with a prediction term would likely be wider if collinearity was present.