Terminology
Statistic -- describes some aspect of ONE sample (mean, p-hat, median, etc)
Parameter -- same for the population
Sampling Distribution -- The distribution of the statistics produced by the thought experiment.
Standard Error -- The standard deviation of the statistics produced by the thought experiment.