When created effectively, this process ensures the success of an organizationâs marketing strategy. When you focus on the implementation phase of the process, which is the putting of the marketing strategies and plans into action, there are ways to help make this step as successful as possible.
For example, we use the sample mean as an unbiased estimator for the population mean. (Mathematically, it can be shown that the expected value of the sample mean is equal to the population mean). In the case of estimating the population standard deviation, the sample standard deviation is an unbiased estimator too.
In layman's terms, the standard error of a data sample is a measurement of the likely difference between the sample and the entire population. For example, a study involving 10,000 cigarette-smoking adults may generate slightly different statistical results than if every possible cigarette-smoking adult was surveyed.he standard deviation of a data set is used to express the concentration of survey results. Less variety in the data results in a lower standard deviation. More variety is likely to result in a higher standard deviation. The standard error is sometimes confused with standard deviation.