Coursework 1.12.d. Business & Marketing Coursework

Distribution Analysis
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Distribution Analysis
The best place to apply exponential distribution and Poisson analysis in examining work efficiency are at the federal or state level. A Poisson distribution is used to determine the distribution probability that arises from a Poisson experiment. This is a statistical analysis where the results can be classified as either a failure or success. Moreover, the probability of success depends on the size of the region under study (Fatima & Roohi, 2015). Based on this, the state or federal level is the best place to conduct the experiment. The broader region allows getting more results which minimize the errors from standard deviation will ensuring that the outcomes are more accurate.
The Poisson analysis will help to improve work efficacy, such as providing information about how the government can arrange staffing to better handle peak periods when various services are needed. It is the best approach at the state level where phenomena occur which are very rare, and the Poisson random factor can accurately define a phenomenon if there are a few positive outcomes that arise after several trials (Sun et al., 2018). For instance, if the number of people who need government services on Monday is 10,000, then a Poisson distribution will help answer the question such as what is the probability that more than 15,000 people will want the services. Based on this, the Poisson...