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Sample Size Determination - Assignment Example

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As the paper outlines, in research, statisticians are faced with the challenge of determining the most appropriate sample size drawn from the entire population of the study. This process is more complex as the outcome of the samples will be useful in drawing a conclusion about the entire population of the study. …
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Sample Size Determination
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Since it is uneconomical to include in research the whole population in the study, it is therefore important to choose a convenient fraction from the population of the study to constitute sample size. The survey system developed a sample size calculator that plays a critical role in determining the effectiveness of the sample size to be used to generate reliable information and characteristics of the population. In terming the sample size, the level of confidence and confidence interval are very important variables that must be considered (Snedecor, 2009).

For instance, at 95% level of confidence with a confidence interval of 5, from a population of 100, a sample size of 80 would be appropriate in generating the desired characteristics about the entire population. A confidence interval is the measure of the marginal error that is acceptable. On the other hand, the confidence level is the measure of accuracy and reliability of the results. At 95% confidence level, the certainty is the outcome is acceptable at 95% (Dattalo, 2008). 

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