Why is sampling from empirical data not advisable to use when defining an assumption?

While sampling from empirical data is easy to do,it does have some drawbacks.First,the empirical data may not adequately represent the true underlying population because of sampling error.Second,using an empirical distribution precludes sampling values outside the range of the actual data.Therefore,it is usually advisable to fit a distribution and use it for the assumption.