CURRICULUM VITAE
Jong-Min Kim, Ph.D.
Associate Professor of Statistics
Division of Science and Math
University of Minnesota
Morris MN, 56267
Office Phone: (320) 589-6341
E-mail: jongmink@morris.umn.edu, kjonomi@hotmail.com
WORK EXPERIENCE
|
2006~ Currently |
Tenured Associate Professor of Statistics, Division of
Science and Math, |
|
Sep. 2006 ~ Dec., 2006 |
Visiting
Professor, Division of
Applied Mathematics, KAIST |
|
June 2006 ~ Aug., 2006 |
Visiting
Professor, Statistical |
|
2002~ 2006 |
Tenure-Track Assistant Professor of Statistics,
Division of Science and Math, |
|
Summer 2008
Summer 2007 Summer 2005, 2006
May 2004 ~ July 2004 |
Instructor of Statistics, International Summer School Hanyang
University, Seoul, South Korea Instructor of Statistics, Instructor of Statistics, Division of International Education Visiting Assistant Professor, Department of
Statistics, |
|
1999~ 2002 |
Teaching Assistant, Department of Statistics, |
|
1996~ 1998 |
Teaching Assistant, Department of Mathematics, |
|
1994~ 1995 |
Graduate Assistant, |
EDUCATION
|
2002 |
Ph.D., Department of Statistics, |
|
1996 |
M.S., Department of Mathematics, |
|
1994 |
B.S., Dept. of Mathematics Education, First Class
Honors, |
|
1990 |
PyeongTaek High School Graduate, PyeongTaek,
|
RESEARCH INTERESTS
§
Sampling Survey Methods (Randomized Response models, Calibration,
Imputation, and Variance Estimation)
§ Group Testing
§ Panel Data Analysis
§ Bayesian Inference of Latent Structure Models
§ Multivariate Statistics (Copula, and Cluster Analysis)
§ Nonparametric Statistics ( Bayesian Inference in Wavelet-Based Models)
§ Machine Learning (Support Vector Machines)
§ Bioinformatics (Microarray Data Analysis)
§ Biostatistics (Survival Analysis)
§ Financial Time Series
§ Spatial Statistics (Copula-Based Models)
§ Risk Management (Copula-Based Models)
§ Probability and Stochastic Processes
§ Quality Control
AWARDS AND HONORS
Who’s Who in the World, 2008
from Marquis Who’s Who.
Who’s Who in
Single Semester Leave,
Elected Member, International
Statistical Institute (ISI), October 2005.
Carl E.
PROFESSIONAL ACTIVITIES
|
Since 1999 American Statistical Association (ASA) |
|
Since 2002 Institute of Mathematical Statistics (IMS) |
|
Since 2003 International Biometric Society (ENAR) |
|
Since 2003 Korean Statistical Society (KSS) Since 2005 The Bernoulli Society (BS) Since 2006 The Classification
Society of
Chaired
Session 91: Categorical Data Analysis and Experimental Design. ENAR Spring
Meetings, Chaired Session 145: Estimation with Survey Data. Joint Statistical Meetings,
Chaired Session 32: Missing
data in Longitudinal Data Analysis. ENAR Spring Meetings,
AP Statistics Exam Reader, AP Statistics Exam Reader, |
PROFESSIONAL SERVICE
RESEARCH WORKS
Published Refereed Journals
2008
[1] J.-M. Kim, Y. Jung, E. A. Sungur, K. Han, C. Park,
and
[2] H.P. Singh, R. Tailor, S. Singh and J.-M. Kim (2008), "A modified estimator of population mean using power transformation," Statistical Papers; Vol. 49, 1, 37-58.
[3] Y. Jung, J-.M. Kim, and J. Kim (2008), "New Approach of Directional Dependence in Exchange Markets using Generalized FGM Copula Functions," Communications in Statistics: Simulation and Computation; Vol. 37, 4, 772-788.
[4] C.-K Son, K.-H. Hong, G. S. Lee, and J.-M.
Kim (2008), "The Calibration
for Stratified Randomized Response Estimators," The Korean Communications in Statistics; Vol. 15, 4,
597-603.
[5] S-.S. Chae, C. Kim, J-.M. Kim, and W.D. Warde (2008), "Cluster Analysis using Different Correlation Coefficients,” Statistical Papers; In Press.
[6] S. Singh, J.-M. Kim, and I.
2007
[1] J.-M. Kim, E.A. Sungur, and T.-Y. Heo (2007), "Calibration Approach Estimators in Stratified Sampling," Statistics & Probability Letters; Vol. 77, 1, 99-103.
[2] J.-M. Kim, and M.E.
[3] H.P. Singh, R. Tailor, S. Singh and J.-M. Kim (2007), "Quantile Estimation in Successive Sampling," Journal of the Korean Statistical Society; Vol. 36, 4, 543-556.
[4] T.-Y. Heo and J.-M. Kim (2007), "Bayesian Inference
for Multinomial Group Testing," The
Korean Communications in Statistics; Vol. 14, 1, 81-92.
[5] T.-Y. Heo and J.-M. Kim (2007), "A Closed-Form
Bayesian Inferences for Multinomial Randomized Response Model," The Korean Communications in Statistics; Vol. 14, 1, 121-132.
[6] E. A. Sungur, Salih
Çelebioglu, J-M. Kim (2007), “Symmetry and
complement functions of a copula”, Commun. Fac. Sci. Univ. Ank. Ser.
A1 Math. Stat.; Vol
56, 1, 41-54.
2006
[1] J.-M. Kim, J. Tebbs and S.-W. An (2006), "Extensions of Mangat's randomized-response model," Journal of Statistical Planning and Inference; Vol. 136, 4, 1554-1567.
[2] H.P. Singh, S. Singh and J.-M. Kim (2006), "General Families of Chain Ratio Type Estimators of the Population Mean with Known Coefficient of Variation of the Second Auxiliary Variable in Two Phase Sampling," Journal of the Korean Statistical Society; Vol. 35, 4, 377-395.
[3] S-.S. Chae, J-.M. Kim,
and W.Y. Yang (2006), "Cluster Analysis with
Balanced Weight on Mixed-type Data,” The Korean Communications in Statistics; Vol. 13, 3,
719-732.
2005
[1] J.-M. Kim, and M.E.
[2] J.-M. Kim and W.D. Warde (2005), " A Mixed Ranomized Response Model," Journal of Statistical Planning and Inference; Vol. 133, 1, 211-221.
[3] J.-M. Kim and W. D. Warde (2005), "Some new results on the multinomial randomized response model," Communications in Statistics: Theory and Methods; Vol. 34, 4, 847-856.
[4] J.-B. Ryu, J.-M. Kim, T.-Y. Heo and C.-G. Park (2005), "On Stratified Randomized Response Sampling," Model Assisted Statistics and Applications-International Journal, 1 (1), 31 – 36.
2004
[1] J.-M. Kim and W. D. Warde (2004), " A Stratified Warner's Randomized Response Model," Journal of Statistical Planning and Inference, Vol. 120/1-2, 155-165.
[2]
[3]
Published Proceedings
[1] J.-M. Kim and W.D. Warde, "A New Multinomial Distribution Approach to Quantitative Randomized Response Technique," 2002 Proceedings for the American Statistical Association, Section on Survey Research Methods, pp 1824 -1828.
[2] J.-M. Kim and M. E. Elam, "Comparison and Analysis of Stratified Randomized Response Models," 2003 Proceedings for the American Statistical Association, Section on Survey Research Methods, pp 2158 -2162.
[3] J-M. Kim and E.A. Sungur (2004), "New class of bivariate copulas," Proceedings for the Spring Conference 2004, Korean Statistical Society, pp 207-212.
[4] J.-M. Kim and J. E. Anderson, "Jackknife Variance Estimation for Two Samples after Imputation under Two-Phase Sampling," 2004 Proceedings for the American Statistical Association, Section on Survey Research Methods, pp 3816 -3820.
[5] J-.M. Kim, E. A. Sungur and J. E. Anderson, “Truncation Invariant Dependence Structure of Multivariate Copulas”, Bulletin of the International Statistical Institute 2005, pp 1-2.
[6] J.-M. Kim, and T.-Y. Heo, "A Bayesian Analysis of the Multinomial Randomized Response Model using Dirichlet Prior Distribution," Proceedings for the Spring Conference 2005, Korean Statistical Society, pp 239-244.
[7] E. A. Sungur,
B.S. Winchester, J.E. Anderson ,and J-M. Kim, "
Refereed Journals ( in Revision )
[1] C.-K Son, J.-M. Kim, K.-H. Hong, and G. S. Lee (2005), "Calibration for Randomized Response Estimators," Submitted to Journal of Statistical Planning and Inference; under revision.
[2] C.-K Son, K.-H. Hong, G. S. Lee, and J.-M. Kim (2007), "The Calibration for Two-Phase Randomized Response Estimator," Submitted to Communications in Statistics: Theory and Methods; under revision.
[3] S. Singh, J.-M. Kim, S. W. Kim, and S. Horn (2008), "Truncated Midzuno-Sen sampling scheme for estimating distribution function," Submitted to Journal of the Korean Statistical Society; under revision.
[4] S. S. Sidhu, M.L. Bansal,
J.-M. Kim, and
Refereed Journals ( in Review )
[1] Y. Jung, J-.M. Kim, and , E. A. Sungur (2008), "Directional Dependence of Truncation Invariant FGM Copula Functions: Application to Foreign Exchange Currency Data," Submitted to Computational Statistics and Data Analysis; under review.
[2] H.P. Singh, R. Tailor, S. Singh and J.-M. Kim (2008), "Estimation of Population Variance in Successive Sampling," Submitted to Quality & Quantity; under review.
[3] J.-M. Kim, Y. Jung, and T. Soderberg
(2008), "Directional Dependence of Genes using Trivariate
and Truncated FGM Survival Copulas," Submitted to Journal of Multivariate Analysis; under review.
[4] J.-M. Kim, S. Singh, and T.-Y. Heo (2008), " Randomized Response Group Testing Model," Submitted to Statistica Neerlandica; under review.
Journals ( In
Preparation )
[1] N. Lee and J.-M. Kim (2008), "Kernel Based Feature Extractions to classify Categorical Data," Submitted to Machine Learning; To be submitted.
[2] T. Choi, J.-M. Kim, E.A. Sungur, and T.-Y. Heo (2008), "A Generalization of Iterated Farlie-Gumbel-Morgenstern Copulas," To be submitted.
[3] J.-S. Kim, and J.-M. Kim (2008), "Classification Tree based on Randomized Response Techniques," To be submitted.
[4] Y. Jung, J-.M. Kim, and E.A. Sungur, (2008), "On approach of Bivariate Mixture
Copula Model," To be submitted.
[5] J.-M. Kim, H.-G. Yun, and D.-H. Lee (2008), "Multi-Stage Stratified
Randomized Response Model," To be submitted.
[6] S-.S. Chae, J-.M. Kim, W. Kang, N.-K. Lim, and W.D. Warde (2008), "Cluster Analysis using Methods of Pairwise Weight on Mixed-type Attributes,” To be submitted.
[7] T. Choi, J.-M. Kim and Y. Jung (2008), "Truncation Invariant Dependence of Multivariate Survival Copulas," To be submitted.
[8] C.-K. Son, J-.S. Byun, and J.-M. Kim (2008), "Calibration for Spatial
Stratified Sampling Design," To be submitted.
Presentations and Workshops
[1] J-.M. Kim, Y. Jung and , and T. Soderberg, "Directional Dependence of Genes using Trivariate and Truncated FGM Survival Copulas," UKC2008 (US-Korea Conference), San Diego, California, U.S.A. August 15, 2008.
[2] Grewal, I. S. J-.M. Kim and S. Sarjinder, "Imputing And Jackknifing Scrambled Responses," Poster Presentation at Joint Statistical Meeting 2008, Denver, Colorado, August 4, 2008.
[3] J-M. Kim, "A Copula Method for Modeling
Directional Dependence of Genes," Invited
Seminar, Statistics Department,
[4] C.-K. Son, K.-H. Hong, G.
S. Lee, and J-.M. Kim, " Calibration for Two-Phase Randomized Response
Estimator ", 2008 KSS (Korean
Statistical Society) Spring Conference,
[5] Y. Jung,
J-.M. Kim, and , E. A. Sungur, "
Dependence of Truncation Invariant FGM Copula Functions: Application to Foreign
Exchange Currency Data," ENAR 2008 (International Biometric Society),
[6] Summer
Workshop of the Korean Survey Statistics Society, Jincheon,
[7] The Korea Association for Survey Research Workshop on Statistical Data Analysis for Panel Data, Press Center at Seoul, South Korea, July 5, 2007.
[8] H. An, T.-Y. Heo, and J-.M. Kim, "Bayesian inference for group testing with application to California HIV data," IMST2007-FIMXV:Fifteenth International Conference of Forum for Interdisciplinary Mathematics on Interdisciplinary Mathematical and Statistical Techniques, Shanghai, China, May 20-23, 2007. (Oral Presentation by Hyonggin An)
[9] J-.M. Kim, E. A. Sungur, and Y. Jung, "Application of Spatial
Copula," Poster
Presentation at 32th Spring Leture Series, University of Akansas,
Spatial and Spatio-Temporal Statistics, University of
Arkansas, Fayetteville, AR, U.S.A. April 12-14, 2007.
[10] E. A. Sungur,
Y. Jung, and ,
J-.M. Kim, "A Copula Model for Spatial Process with Air Pollution
Application," ENAR 2007 (International Biometric Society),
[11] J.-
M. Kim, C-.K. Son and J. Byun, "Calibrated
Spatial Stratified Estimator in Spatial
Population," ENAR 2007 (International Biometric Society),
[12] J-.M. Kim, E. A. Sungur, and Y. Jung, "New Directional Dependence using
Copula Function," Poster
Presentation at 9th Annual Winter Workshop on Environmental
and Environmental Health Statistics, University of Florida, Gainesville, FL,
U.S.A. January 12-13, 2007.
[13] J-M. Kim, "A modified
estimator of population mean using power transformation," Invited Seminar, Statistics Department,
[14] J.-M. Kim, " Quantile Estimation in Successive Sampling," Invited talk at Fall Meeting of The Korean Association of Survey Research, Seoul, South Korea, December 1, 2006.
[15] J-.M. Kim, "New Approaches to Copula
Function", Invited Seminar, Division of Applied Mathematics, KAIST,
[16]
J-.M. Kim, "How to build your career in Statistics?,
Invited Talk, Statistics Department,
[17]
J-.M. Kim and Kim, J., "Classification Tree based on Randomized
Response Techniques", Invited Seminar,
Statistics Department, Yonsei University, Seoul,
South Korea.
[18] J.-S. Byun,
C.-K. Son, and J-.M. Kim, "Calibration for Spatial Stratified Sampling
Design", 2006 KSS (Korean
Statistical Society) Fall Conference, Korea University, Seoul, South Korea.
November 4, 2006. (Oral
Presentation by Jong Suk
Byun)
[19] J-.M. Kim, "New Approaches to Copula
Function", Invited Seminar, Mathematics Department,
[20]
J-.M. Kim, "New Approaches to Copula Function ", Invited Seminar, Statistics Department,
[21] J-.M. Kim and Y. Jung, “New Directional Dependence using Copula Functions”, Poster Presentation, Global Convention of Ethnic Korean Scientists and Engineers 2006, The Korean Federation of Science and Technology Societies, July 19, 2006.
[22] E. A. Sungur,
B.S. Winchester, J.E. Anderson ,and J-M. Kim, "
[23] J-M. Kim, H.P. Singh, R.
Tailor, and S. Singh, "A modified estimator of population mean using power
transformation," Invited talk at Summer Workshop of Korean Survey
Statistics Society,
[24] J.-M. Kim, T.-Y. Heo, and H. An, "Bayesian Approach to Group Testing," Invited talk at Spring Meeting of The Korean Association of Survey Research, Seoul, South Korea, June 16, 2006.
[25] S. Singh and J-M. Kim, "Imputing and Jackknifing Approach to Indirect Quantitative Survey Model," 2006 KSS (Korean Statistical Society) Spring Conference, Kyungbook National University, Daegoo, South Korea. May 26-27, 2006.
[26] S-.S. Chae, C.S. Kim, J-.M. Kim, and W. D. Warde, “Cluster Analysis using Different Correlation Coefficients,” The 2006 Meeting of the Classification Society of North America, Piscataway, New Jersey, U.S.A., May 10-13, 2006.
[27] DIMACS Workshop on Clustering Problems in Biological Networks, Piscataway, New Jersey, U.S.A., May 9-11, 2006.
[28] J-.M. Kim and T.-Y. Heo, "Multinomial Group Testing Model with Small-Sized
Pools and Application to
[29] Y. Jung,
J-.M. Kim and E. A. Sungur, "New Approach
to Directional Dependence using Copula Function," ENAR 2006 (International
Biometric Society), Tampa, FL, U.S.A. March 26-29, 2006. (Oral Presentation by Yoonsung Jung)
[30] J-.M. Kim, S-.S. Chae, and W. D. Warde,
"Clustering with Mixed-type Attributes,”Joint Statistical Meeting
2005,
[31] Engin A. Sungur, Salih Çelebioglu, Jong-Min Kim , Symmetry and complement functions of a
copula Ordered Statistical Data: Approximations, Bounds and
Characterizations 15 -
[32] The Second International SRCCS Statistics Workshop, Seoul National University, Seoul, South Korea, June 15-16, 2005
[33] J-.M. Kim, "Dependence Structure in
Multivariate Copulas", Invited Seminar, Mathematics Department,
[34]
J-.M. Kim, "Truncation Invariant Dependence Structure in Multivariate
Copulas", Invited Seminar,
[35]
J-.M. Kim, "Truncation Invariant Dependence Structure in Multivariate
Copulas", Invited Seminar, Chungchung
Statistician Meeting,
[36]
J-.M. Kim, "How to build your career in Statistics?,
Invited Talk,
[37]
J-.M. Kim and T.- Y. Heo,
"A Bayesian Analysis of the Multinomial Randomized Response Model using Dirichlet Prior Distribution", 2005 KSS (Korean
Statistical Society) Spring Conference, Hannam
University, Daejeon, South Korea. May 20-21, 2005.
[38]
J-.M. Kim, E. A. Sungur and J. E. Anderson,
" Truncation
Invariant Dependence Structure of Multivariate Copulas," ISI
2005 (International Statistical Institute), SYDNEY,
[39] J-.M. Kim and J. E.
Anderson, " Jackknife
Variance Estimation of the Regression and Calibration Estimator for Two 2-Phase
Samples," ENAR 2005 (International Biometric Society), Austin,
TX,
[40] 2005 SRCCS Workshop on
Internet Measurement, Modeling, and Analysis,
[41] The fifth international conference for the Critical Assessment of Microarray Data Analysis (CAMDA 2004), Durham, North Carolina, November 10-12, 2004
[42] J-.M. Kim and J. E.
[43] IBC Workshops of 22th INTERNATIONAL BIOMETRICS CONFERENCE (
Longitudinal and Incomplete Data Analysis (July 10, 2004)
Presenters
Professor Geert Molenberghs, Limburgs
Professor Geert Verbeke, Royal
Statistics for
Microarray Data Analysis (July 11, 2004)
Presenters
Professor Jean Yang,
University of California at San Francisco, USA and
Dr Gordon Smyth,
Walter and Eliza Hall Institute of Medical Research, Australia
[44] J-M. Kim, "Extensions
of Mangat’s RRD," Invited talk at Summer
Workshop of Korean Survey Statistics Society, South
[45] J-M. Kim, "Copulas and
its application," Invited seminar, University of
[46] J-M. Kim, "Randomized
response models," Invited seminar, Daejeon
University, South
[47] J-M. Kim, "Copulas and
its application," Invited seminar, Daejeon
University, South
[48] J-M. Kim and E.A. Sungur, "New class of bivariate copulas," 2004 KSS (Korean Statistical Society) Spring Conference, Chonbuk National University, Jeonjoo, South Korea. May 14-15, 2004.
[49] J-M. Kim, J.M. Tebbs and S-W. An, "Extensions of Mangat’s (1994) randomized response model," ENAR 2004 (International Biometric Society), Pittsburgh, PA, U.S.A. March 28-31, 2004.
[50] Workshop for
Junior Researchers of
ENAR 2004 (International Biometric Society),
[51] J-.M. Kim and M. E. Elam,
"Comparison and Analysis of Stratified Randomized Response Models,"Joint Statistical Meeting 2003,
[52] J-.M. Kim,
" About a
survey method on sensitive matters in human life,"Statistics Club Meeting Seminar,
[53] J-.M. Kim and W. D. Warde, "A New Multinomial Distribution Approach to Quantitative Randomized Response Technique, "Joint Statistical Meeting 2002, New York City, New York, U.S.A., August 12-15, 2002.
[54] J-.M. Kim "A New Randomized Response Model rectifying the Privacy Problem of a Moors' Model," 13th Annual Research Symposium, Graduate College, Oklahoma State University, Stillwater, Oklahoma, U.S.A., March 6-8, 2002.
[55] J-.M. Kim, "New
Approaches to Randomized Response Technique," Seminar, Statistics
Discipline,
[56] J-.M. Kim, "New
Approaches to Randomized Response Technique," Seminar, Department of
Statistics,
Grants
[1] Faculty Research Enhancement Fund, UNIVERSITY OF MINNESOTA-MORRIS, May, 2008.
[2] UMM Bush Grant on “Innovative Teaching & Technology
Strategies: Engaging Students by Teaching to Multiple Learning Styles”,
April, 2008.
[3] UMM Out-of-State Travel (OST)
subsidy to attend ENAR 2008 (International Biometric Society),
[4] Faculty Research Enhancement Fund, UNIVERSITY OF MINNESOTA-MORRIS, January, 2008.
[5] Faculty Research Enhancement Fund, UNIVERSITY OF MINNESOTA-MORRIS, May, 2007.
[6]
Travel Fund Support from the 32th
Spring Leture Series, University of Akansas, Spatial and Spatio-Temporal
Statistics, University of Arkansas, Fayetteville, AR, U.S.A. April 12-14, 2007.
[7] UMM Out-of-State Travel (OST)
subsidy to attend ENAR 2007 (International Biometric Society),
[8] Faculty Research Enhancement Fund, UNIVERSITY OF MINNESOTA-MORRIS, February, 2007.
[9]
Travel
Supplements from
the
[10] Travel Fund Support from 9th Annual Winter Workshop on Environmental and Environmental Health Statistics, University of Florida, Gainesville, FL, U.S.A. Jan