國立高雄大學統計學研究所
Institute of Statistics, National University of Kaohsiung
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Introduction Faculty Facilities Program Home
The Institute of Statistics was founded in 2003. It offers M.S. and Ph.D. programs with special emphasis on Industrial Statistics, Financial Statistics and Biostatistics. In addition to fundamental theoretical statistics courses, students are encouraged to take elective courses from the aforementioned three areas of applied statistics.
The three areas of this institute have good potential in statistical studies, and their theories and applications need much more research:
Industrial Statistics:
Statistics researchers have promoted the use of industrial statistics in Taiwan for many years and have witnessed the success of such activities. Throughout the years, researchers have helped lay the foundations of putting the statistical concepts and corresponding methods such as product design, quality control and assurance in manufacturing and inspection processes, and so on, into practice. All these have helped Taiwanese industries to institute product warranty, monitoring and inspection processes that meet international standards.
Financial Statistics:
In the past twenty years, new computational techniques and methods caused major influences in the investment processes and brought new changes to the entire financial sector. Today many international banks and financial institutions utilize these new computational methods in technique innovation and have consequently increased their competitive strength. Techniques and tools used in the fields of applied mathematics, probability and statistics, computer science, and economics, etc., are included in these computational methods. The new computation methods also contain fiscal theories to produce financial policies and products that solve questions like product warranty assessment, investment compound structure, risk management, and case simulation.
Biostatistics:
Currently, the institute consists of
seven faculty members.
|
Name |
Academic Background |
Research Interests |
Phone Numbers and E-mail |
|
Associate Professor
and Director |
B.S. in Applied Mathematics, National Sun Yat-sen University, 1994 M.S. in Applied Mathematics, National Sun Yat-sen University, 1996 Ph.D. in Statistics, University of California, Los Angeles, 2003 |
Statistical Computing, Experimental Design, Statistical Simulation, Independent Component Analysis. |
886-7-5919523 |
|
Assistant Professor
|
B.S.
in Applied Mathematics, National Sun Yat-sen University, 1999 M.S.
in Applied Mathematics, Statistics Division, National Sun Yat-sen
University, 2001 Ph.D. in Biostatistics, Columbia University, 2004 |
Survival Analysis, Incomplete Data Methods, Experimental Designs, Biostatistics. |
886-7-591952 |
|
Assistant Professor |
Ph.D. in Statistics, National Tsing Hua University, 2000 |
Financial Time Series, Financial Econometrics, Risk Management, Model Selection |
886-7-5919700 |
|
Professor (joint appointment) |
Ph.D. in Statistics, National Tsing-Hua University, 1996 |
Statistical Model Selection, Large Sample Theory, Time Series Analysis, Financial Mathematics |
886-7-5919417 |
|
Yu-Cheng Chen Adjunct Associate Professor |
Ph.D. in Statistics, National Tsing-Hua University, 1996 |
Statistics |
886-7-5919525 |
|
Adjunct Associate Professor |
Ph.D. in Statistics, National Sun Yat-sen University, 1997 |
Stochastic Processes, Applied Probability |
886-7-5919525 |
|
Lan-Ping Wu Teaching Assistant |
LL.B. in Law, Tunghai University, 1997 |
Survey Sampling. |
886-7-5919362 |
The Institute has a fully equipped statistical survey center. In order to let the students have practical training, this center can be used as a computer lab as well as to administer telephone interviews and research plans. We also provide offices for students to study and execute projects.
Master Degree Program
The Institute of Statistics confers the degree of Master of Science in Statistics. Usually it takes two years to complete a minimum of 24 credits.
Compulsory Courses
| Topic | Credit | Topic | Credit |
Seminar (I) |
1 |
Seminar (II) |
1 |
Optional Courses
|
Topic |
Credit |
Year |
Topic |
Credit |
Year |
| Fundamental Statistics | 3 | 1 |
Survival Analysis |
3 |
2 |
|
Mathematical
Statistics |
3 |
1 |
Statistical Consultant |
3 |
2 |
|
Regression
Analysis |
3 |
1 |
Topics
in Sampling Techniques |
3 |
2 |
|
Probability Theory |
3 |
1 |
Reliability Analysis |
3 |
2 |
|
Experimental Design |
3 |
1 |
Large Sample Theory |
3 |
2 |
|
Statistical
Quality Control |
3 |
1 |
Independent
Study in Independent Component Analysis |
3 |
2 |
|
Statistical
Simulation |
3 |
1 |
Independent Study in Survival Analysis | 3 | 2 |
|
Nonparametric
Statistics Analysis |
3 |
1 |
Independent Study in Statistical Computing |
3 | 2 |
|
3 |
1 |
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|
Stochastic Processes |
3 |
1 |
|||
|
Measure Theory |
3 |
1 |
|||
|
Sampling Techniques |
3 |
1 |
|
|
|
|
Time
Series Analysis |
3 |
1 |
|
|
|
|
Stochastic
Financial Model |
3 |
1 |
|
|
|
|
Martingale
Theory |
3 |
1 |
|
|
|
|
Applied Probability Models |
3 |
1 |
|
|
|
|
Discrete Data Analysis |
3 |
1 |
|
|
|
| Introduction to Statistical Genetics |
3 |
1 |
|||
| Biostatistics |
3 |
1 |
|||
| Credit Risk Analysis |
3 |
1 |
Ph.D Program
Compulsory Courses
| Topic | Credit | Topic | Credit |
Seminar (I) |
1 |
Seminar (II) |
1 |
Optional Courses
|
Topic |
Credit |
Year |
Topic |
Credit |
Year |
Topic |
Credit |
Year |
|
Advanced Probability |
3 |
1 |
Advanced Survival Analysis |
3 |
2 |
Statistical Consultant |
3 |
3 |
|
Statistical Inference |
3 |
1 |
Advanced Experimental Design |
3 |
2 |
|
||
|
Multivariate Analysis |
3 |
1 |
Advanced Stochastic Processes |
3 |
2 |
|
||
|
Applied Probability Models |
3 |
1 |
Advanced Time Series Analysis |
3 |
2 |
|
||
|
Linear Models |
3 |
1 |
Machine Learning |
3 |
2 |
|
|
|
|
Independent Component Analysis |
3 |
1 |
|
|
|
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|
Distribution Theory |
3 |
1 |
|
|
|
|
||
|
Stochastic Analysis (1) |
3 |
1 |
|
|
|
|
||
|
Stochastic Analysis (2) |
3 |
1 |
|
|
|
|
|
|
|
Financial Econometrics |
3 |
1 |
|
|
|
|
|
|
| Topics in Stochastic Processes |
3 |
1 |
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|
Independent Study in Stochastic Processes |
3 |
1 |
|
|
|
|
|
|
|
Independent Study in Experimental Design |
3 |
1 |
|
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|
|
|
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