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Mathematical Statistics

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Introduction
Overview

Mathematical Statitics is a basic course with wide application, it mainly focuses on the analysis of randon sample and other data set, including how to effectively collect data, parameter estimation , hypothesis testing, linear model and statistical design. The purpose is to let the students to understand elementary ststistica concepts and ideas, to study the most commonly used statistical methods and to solve some practical problems, and to establish the way of statistical thinking.

Other Names
Statistical inference
Field of Study

Statistics

统计学主要利用概率论建立数学模型,收集所观察系统的数据, 进行量化的分析、总结,并进而进行推断和预测,为相关决策提供依据和参考。 它以数学作为基本工具,但又比数学更有实际用途,可以对生活中大量的无序的数据进行分析,找出它们的规律,从而为研究、决策提供基本的依据 。

Related Field of Studies

Mathematics

Statistics

Financial Engineering

Biostatistics

Business Analytics

Data Science

Course Map
Prerequistie Courses

Mathematical Analysis

Linear Algebra

Probability Theory

Advanced Courses

Applied Regression Analysis

Applied Time Series Analysis

Biostatistics

Nonparametric Statistics

Statistical Computing

Statistical Software

Survey Sampling

Data Visualization

Financial Mathematics

Linear Statistical Models

Machine Learning

Regression Analysis

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