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Mathematical Statistics involves the use of mathematical techniques to analyze and interpret data. It encompasses the study of probability theory, hypothesis testing, estimation, regression analysis, and other statistical methods. This field focuses on developing and applying mathematical models to better understand and make inferences about populations based on sample data.