# What have you learned about Statistics

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Once data has been collected from the research field either as secondary or primary data it has to undergo some statistical analysis to help in deducing an outcome based on the research question. Statistics is an essential discipline that allows the gathering, analysis, presentation, interpretation, as well as the organization of numerical data obtained in both small and large quantities. Through integrations of various analytical components, statistics can be applied to a wide range of research fields. Therefore, the study of statistics entails various elements that are significant in detailing the entire research concept including; inferential statistics, descriptive statistics, hypothesis development and testing, selection of variables or bivariate, and multivariate measures of association. The paper has enumerated the insights of each one of the elements depicting their relations to Topitzes, Pate, Berman, & Medina-Kirchner’s (2016) article on Adverse Children Experiences. In summary, statistical elements are essential in aiding researchers to develop a definite conclusion that is paramount in the decision-making process. What have you learned about Statistics? Data is part and parcel of nearly everything in the human life. In most cases, individuals have the desire of knowing about things such as how much, how many, how often; and others. Statistics is an essential discipline that allows the gathering, analysis, presentation, interpretation, as well as the organization of numerical data obtained in both small and large quantities. The need for performing these processes are to establish an understanding of proportions in fullness from those in the

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