Probability and Statistics, and Mathematical Statistics
In the era of data and technology explosion, mastering analytical and predictive tools is becoming increasingly important. The major in Probability and Statistics, and Mathematical Statistics not only provides a solid foundation in mathematics but also opens the door to the world of data science, finance, artificial intelligence, and scientific research.
Let's explore this major with StudyinChina.io!
Introduction to the Major in Probability and Statistics, and Mathematical Statistics
Probability and Statistics, and Mathematical Statistics is a major within the Mathematics discipline, focusing on studying the nature and intrinsic laws of random phenomena, as well as scientific methods for processing and analyzing data. This major has wide applications in fields such as big data, artificial intelligence, finance, insurance, biomedicine, and social sciences.
Training Objectives
The training program aims to cultivate high-quality human resources to meet the demands of global scientific and technological competition and socio-economic development. Graduates will achieve the following objectives:
- Possess good moral qualities and a sense of social responsibility;
- Master systematic theories of probability and mathematical statistics;
- Proficiently use statistical methods and computer tools for data analysis and modeling;
- Capable of conducting research and data analysis work in government agencies, enterprises, or research institutes;
- Possess lifelong learning ability and the capacity to update professional knowledge.
Who is Suitable for This Major?
- Those who love mathematics, especially subjects like probability, statistics, algebra, and calculus
- Those with good logical thinking, who enjoy working with data, charts, and numbers
- Those aiming to work in data analysis, data science, finance, insurance, or pursue a research path
- Those who are persistent, meticulous, and enjoy solving complex problems using mathematical models
Study Mode and Training Duration
The Master's program is conducted in a full-time format over a period of 2.5 years. The primary language of instruction is Chinese (some universities may offer courses in English).
Core Courses of the Major in Probability and Statistics, and Mathematical Statistics
Below is a list of representative courses in the training program:
|
No. |
Course Name (Chinese) |
Course Name (Vietnamese) |
Credits |
|
1 |
科学社会主义理论与实践 |
Scientific Socialism Theory and Practice |
2 |
|
2 |
自然辩证法 |
Dialectics of Nature |
2 |
|
3 |
英语 |
English |
4 |
|
4 |
分析学 |
Analysis |
4 |
|
5 |
近世代数 |
Modern Algebra |
4 |
|
6 |
线性与非线性规划 |
Linear and Nonlinear Programming |
4 |
|
7 |
概率论基础 |
Foundations of Probability Theory |
4 |
|
8 |
数理统计基础 |
Foundations of Mathematical Statistics |
4 |
|
9 |
随机过程理论(I) |
Stochastic Process Theory (I) |
4 |
|
10 |
排队论 |
Queueing Theory |
4 |
|
11 |
马氏过程 |
Markov Processes |
3 |
|
12 |
鞅论 |
Martingale Theory |
3 |
|
13 |
线性回归分析 |
Linear Regression Analysis |
4 |
|
14 |
时间序列分析 |
Time Series Analysis |
3 |
|
15 |
非参数统计 |
Nonparametric Statistics |
3 |
|
16 |
生存分析 |
Survival Analysis |
3 |
|
17 |
多元分析 |
Multivariate Analysis |
4 |
|
18 |
统计诊断理论 |
Statistical Diagnostic Theory |
4 |
|
19 |
随机规划 |
Stochastic Programming |
3 |
|
20 |
非线性泛函分析 |
Nonlinear Functional Analysis |
3 |
|
21 |
代数拓扑 |
Algebraic Topology |
4 |
Professional Internship
Students will participate in practical activities such as data analysis, modeling projects, and completing a graduation thesis to enhance their ability to solve real-world problems.
Training Method
After enrollment, students will select a supervisor according to the university's two-way selection mechanism. The supervisor will accompany the student throughout their studies, research, and thesis writing.
Research Directions
- Limit Theory in Probability
- Queueing Theory
- Stochastic Processes
- Theoretical Foundations of Mathematical Statistics
- Robust Statistical Inference
- Constrained Statistical Inference
- Time Series Analysis
- Survival Analysis
- Statistical Inference with Stochastic Processes
- Nonparametric Statistics
Degree
Students who complete the required credits and successfully defend their Master's thesis will be awarded a Master of Science degree according to the university's regulations.
Career Opportunities
Graduates can work in universities, research institutes, government agencies, financial companies, insurance firms, technology companies, healthcare, etc., in roles such as data analysts, statisticians, risk forecasting experts, etc. Additionally, they can pursue doctoral studies.
Some Related Majors
- Applied Mathematics
- Statistics
- Financial Mathematics
- Data Science
- Optimization and Control Mathematics
TOP 10 Universities Offering Master's Programs in Probability and Statistics, and Mathematical Statistics in China
- Peking University
- Fudan University
- Shandong University
- Tsinghua University
- Beijing Normal University
- Nankai University
- Shanghai Jiao Tong University
- University of Science and Technology of China
- Xi'an Jiaotong University
- Jilin University
Evaluation of the Major in Probability and Statistics, and Mathematical Statistics
This major is a perfect combination of mathematical theory and practical application. Chinese universities currently place special emphasis on in-depth training in this field due to high demand from sectors such as fintech, insurance, medicine, technology, and market research.
The strength of the program lies in equipping students with the ability to process and analyze complex data, and to apply probability models to make decisions in uncertain situations. Furthermore, the research system in China in the field of probability and statistics is increasingly developing, creating favorable conditions for international students.
The above is a summary of information about the Master's program in Probability and Statistics, and Mathematical Statistics. Quickly visit the Major Search section to learn more about study programs in China!
Connect and contact the Riba Team immediately for consultation and support in applying for a suitable Chinese government scholarship study program.
Riba Contact Information:
- Fanpage: Study in China Riba.vn
- Website: https://riba.vn
- Hotline: 0888 666 350
- Hotline: 0888 666 152
