Mathematical statistics is a branch of mathematics that focuses on the theory and methodology of statistical analysis. It combines mathematical theories and tools with statistical principles to understand and analyze data. The main components of mathematical statistics include: 1. **Probability Theory**: This provides the foundational framework for making inferences from data. It involves studying random variables, probability distributions, expectations, and various convergence concepts (such as convergence in distribution, probability, and mean).
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