Download Department of Mechanical Engineering

Department of Statistics
Office : 5N442B
Tel : +82-32-860-7640
Fax : +82-32-868-8784
1. Introduction :
The department offers Master of Science and Doctor of Philosophy programs.
The master program provides a core training in computing and statistics to give
students valued preparation for future professional careers. The course work
includes regression analysis, data mining, financial statistics, experimental design,
and probability theory. The doctoral program focuses on preparing students for
research careers in either applied or theoretical statistics. The course work includes
generalized linear model, time series analysis, empirical processes, large sample
theory.
2. Major :
1) Statistics
2) Applied Statistics
3. Faculty Members
1) Lee, Jae June (이재준)
* Office : 5N438
* Tel : +82-32-860-7644
* E-mail : [email protected]
* Homepage : http://
* Educational Background :
- Ph. D : Statistics/ University of Wisconsin-Madison/ USA
- M.S. : Statistics/ Seoul National University/ Korea
* Research Area : Time Series/Forecasting, Process Control, Revenue Management
* Academic Works :
Statistics- 1
- J. J. Lee, D. R. Kim, and J. S. Lee (2009), A CUSUM Chart for Detecting Mean Shifts of
Oscillating Pattern, The Korean Journal of Applied Statistics, 22, 1191-1201.
- J. J. Lee and J. S. Lee (2008), A Note on CUSUM Design for Autocorrelated Processes,
Journal of Korean Society for Quality Management, 36, 87-92.
- J. S. Lee, J. J. Lee, and S. H. Bae (2007), A study on Optimal Subgroup Size for Estimating
Variance of Small Auto-Correlated Samples, Journal of Korean Society for Quality
Management, 35, 106-112.
- J. J. Lee and M. Ahn (2004), Influence of Special Causes on Stochastic Process
Adjustment, Journal of Korean Statistical Society, 33, 219-231.
2) Hwang, Jin Soo (황진수)
* Office : 5N440
* Tel : +82-32-860-7646
* E-mail : [email protected]
* Homepage : http://
* Educational Background :
- Ph.D : Statistics/Purdue University/U.S.A.
- M.S : Statistics/Seoul National University/Korea
* Research Area : Survival Analysis, Robust Estimation
* Academic Works :
-“On the performance of bivariate robust location estimators under contamination”
Computational Statistics and Data Analysis Vol. 44 pp. 587-601
-“Regression depth with censored and truncated data” Communications in Statistics –
Theory and Method
Vol. 32
pp. 997-1008
-“Proving Optimality of DWS probability function for FMS IP trace-back technique” Lecture
Notes in Computer Science
Vol. 4308
pp. 133-138
3) Kim, Jeankyung(김진경)
Office : 5N441
* Tel : +82-32-860-7645
* E-mail : [email protected]
* Homepage : http://
* Educational Background :
- Ph.D : Statistics/Yale University/U.S.A
Statistics- 2
- M. phil : Statistics/Yale University/ USA
* Research Area : Asymptotics, Probability, Regression
* Academic Works :
- Clustering of trend data using joinpoint regression models, STATISTICS IN MEDICINE,
33, 4087-4103, 2014.
- Analysis of the false-positive error rate of tagged fragment marking scheme,
INFORMATION
PROCESSING LETTERS, 112, 227-232, 2012
- Quantile regression with an epsilon-insensitive loss in a reproducing kernel Hilbert space,
STATISTICS & PROBABILITY LETTERS, 81, 62-70, 2011
- Asymptotic results in segmented multiple regression, JOURNAL OF MULTIVARIATE
ANALYSIS, 99, 2016-2038, 2008
- On the performance of bivariate robust location estimators under
contamination, COMPUTATIONAL STATISTICS & DATA ANALYSIS, 44, 587-601, 2004
4) Park, Heon Jin (박헌진)
* Office : 5N443
* Tel : +82-32-860-7647
* E-mail : [email protected]
* Homepage : http://
* Educational Background :
- Ph.D : Statistics/Iowa State University/USA
- M.S : Statistics/Iowa State University/USA
* Research Area : Data Mining, Time Series, Statistical Computing
* Academic Works :
- “Oral Administration of 1,4-Aryl-2-mercaptoimidazole Inhibits T-Cell Proliferation and
Reduces Clinical Severity in the Murine Experimental Autoimmune Encephalomyelitis
Model.” Journal of Pharmacology and Experimental Therapeutics, 331, pp. 1005-1013.
2009.
- “Boosting Diracs for Electrophoresis.” Journal of Computational and Graphical
Statistics, 13, pp. 659-673. 2004.
- “Sharp minimaxity and spherical deconvolution for super-smooth error distributions.”
Journal of Multivariate Analysis, 90, pp. 384-392. 2004.
- “Polychotomous machines”. The Korean Communications in statistics, 10, pp. 225-232.
2003.
Statistics- 3
5) Park, Jinho (박진호)
* Office : 5N444
* Tel : +82-32-860-7648
* E-mail : [email protected]
* Homepage : http://
* Educational Background :
- Ph.D : Statistics/Stanford University/U.S.A.
- M.S : Statistics/Seoul National University/Korea
* Research Area : Survival Analysis, Nonparametric regression
* Academic Works :
- On prejudics, Scottish Jounrnal of Political Economy, 2006.
- Regression quantiles under censoring and truncation, The Korean Communications, 2005.
- Optimal global rate of convergence in nonparamtric regression with left-truncated and
right-censored data, Journal of multivariate analysis, 2004.
6) Lee, Woojoo(이우주)
Office : 5N435B
* Tel : +82-32-860-7649
* E-mail : [email protected]
* Homepage : http://
* Educational Background :
- Ph.D : Statistics/ Seoul National University/Korea
- M.S : Statistics/Seoul National University/Korea
* Research Area : Biostatistics, Bioinformatics
* Academic Works :
- Bounds on causal interactions for binary outcomes, Biometrics, 2014.
- On the Multidimensinoal Extension of Countermonotonicity and its Applications, Insurance
and Mathematical Economics, 2014.
- Estimating the number of true discoveries in genome-wide association studies,
STATISTICS IN MEDICINE, 2012.
- Sparse partial least-squares regression and its applications to high-throughput data
analysis, CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2011.
- Sparse Canonical Covariance Analysis for High-throughput Data, STATISTICAL
APPLICATIONS IN GENETICS AND MOLECULAR BIOLOGY, 2011.
Statistics- 4
8) Kim, Kyung In (김경인)
* Office: 5N437
* Tel: +82-32-860-7642
* E-mail: [email protected]
* Homepage: http://
* Educational Background:
- Ph.D: Statistics/Eindhoven University of Technology/The Netherlands
- M.S: Applied Mathematics/KAIST/Korea
* Research Area: Bioinformatics
* Academic Works:
- Using single cell sequencing data to model the evolutionary history of a tumor, BMC
Bioinformatics, 2014
- Overfitting, generalization and MSE in class probability estimation with high-dimensional data,
Biometrical Journal, 2013
- Probabilistic Classifiers with High-dimensional Data, Biostatistics, 2011
- Spatial Clustering of Array CGH Features in Combination with Hierarchical Multiple Testing,
Statistical Applications in Genetics and Molecular Biology, 2010
4. Course List
Major
Course
Course
Credit
Code
Taught
in English
Statistics
STS5001
Mathematical Statistics
3
X
&
STS6001
Theory of Probability
3
X
Applied
STS5002
Regression Analysis
3
X
Statistics
STS6006
Statistical Data Analysis
3
X
STS6002
Experimental Design
3
X
STS6003
Sampling Theory
3
X
STS6004
Multivariate Statistics
3
X
STS6005
Time Series
3
X
STS6007
Categorical Data Analysis
3
X
STS6008
Bayesian Statistics
3
X
STS6009
Simulation
3
X
Statistics- 5
STS6010
Non-Parametric Statistics
3
X
STS6011
Survival Analysis
3
X
STS6012
Linear Models
3
X
STS6013
Generalized Linear Model
3
X
STS6014
Statistical Quality Control
3
X
STS6015
Statistical Computing
3
X
STS6016
Bio-Informatics
3
X
STS6017
Stochastic Processes
3
X
STS6018
Statistical Consulting
3
X
STS6019
Data Mining
3
X
STS6020
Financial Statistics
3
X
STS6021
Statistical Learning
3
X
STS6022
Biostatistics
3
X
STS6023
Applied Probability
3
X
STS6024
Applied Statistics
3
X
STS6025
Applied Probability Theory
3
X
STS7001
Topics in Mathematical Statistics
3
X
STS7002
Topics in Theory of Probability
3
X
STS7003
Topics in Experimental Design
3
X
STS7004
Topics in Time Series
3
X
STS7005
Topics in Bayesian Statistics
3
X
STS7006
Topics in Statistical Computing
3
X
STS7007
Topics in Multivariate Statistics
3
X
STS7008
Topics in Non-parametric Statistics
3
X
STS7009
Topics in Statistical Quality Control
3
X
STS7010
Multivariate Statistics 2
3
X
STS7011
Multivariate Statistics 3
3
X
STS7012
Bayesian Statistics 2
3
X
STS7013
Categorical Data Analysis 2
3
X
STS7014
Stochastic Processes 2
3
X
STS7015
Financial statistics 2
3
X
Statistics- 6
5. Others
* 4 Laboratories in statistics Department.
1) Industrial Statistics Lab.
* Lab address :
5N435A
* Tel : +82-32-860-8789
2) Statistical Computing and Financial Analysis Lab.
* Lab address :
5N445A
* Tel : +82-32-860-8786
3) Data Mining and Six Sigma Lab.
* Lab address : 5N445B
* Tel : +82-32-860-8786
4) Bioinformatics Lab.
* Lab address : 5W550B
* Tel : +82-32-860-7641
Statistics- 7