Margin of Error: Margin of error measures the amount of random sampling error present when estimating population parameters based on sample statistics.
Standard Error: Standard error measures how much variability exists among different samples taken from the same population.
Type I Error/Type II Error: Type I error occurs when we reject a true null hypothesis; Type II error occurs when we fail to reject a false null hypothesis.