What Is The Advantage Of Getting The Sample Size From A Population. Surveying a smaller sample as opposed to the entire population can save precious time for researchers and offer urgent data. Large sample sizes ensure for the reliability of the sample mean as the estimator of the population parameter.
While researchers generally have a strong idea of the effect size in their planned study it is in determining an appropriate sample size that often leads to an underpowered study. The quantity need to be pinned down. If your sample is too small you may include a disproportionate number of individuals which are outliers and anomalies.
The most accurate way to determine the various kinds of rocks present on a section of beach would be to account for every single rock there.
Advantages of large sample size. Obtaining a sample size that is appropriate in both regards is critical for many reasons. Likewise the larger the sample the greater the odds that outliers will be captured. The size of the sample is always less than the total size of the population.