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박병욱 - 통계학과
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현직교수

박병욱 교수

Byeong U. Park

전공준모수모형 함수추정
주소25-332
연락처880-6576
이메일bupark@stats.snu.ac.kr
RESEARCH AREAS
1987. 7 – 1988. 6
Assistant Professor, In the Department of Statistics, University of North Carolina at Chapel Hill
1988. 6 – 1992. 9
Assistant Professor, In the Department of Statistics, Seoul National University
1992. 10 – 1999. 3
Associate Professor, In the Department of Statistics, Seoul National University
1999. 4 – present
Full Professor, In the Department of Statistics, Seoul National University
1999.08 – 2002.01
Chairman, In the Department of Statistics, Seoul National University
DEGREES
1982.02
B.Sc., Department of Computer Science and Statistics, Seoul National University
1984.02
M.Sc., Department of Computer Science and Statistics, Seoul National University
1987.05
Ph.D., Department of Statistics, University of California at Berkeley(under supervision of Peter J. Bickel)
BIOGRAPHY
1997 – 1999

Researcher, National Institutes of Health, U.S.A.

1999 – 2001
Assistant professor, Department of Information Statistics, Hankuk University of Foreign Studies
2001 – 2004
Assistant professor, Department of Statistics, Ewha Womans University
2004 – 2011
Assistant professor, Department of Statistics Seoul National University
2011 –
Professor, Department of Statistics Seoul National University
[ Membership of learned societies ]
Since 1995
Elected member of International Statistical Institute since
Since 1985
Member of Institute of Mathematical Statistics since
Since 1985
Member of American Statistical Association
Since 1985
Member of Korean Statistical Society
[ Editorial positions ]
1992.01.01 – 1997.12.31
Associate Editor: Computational Statistics
1996.01.01 – 1999.12.31
Associate Editor: Journal of Korean Statistical Society
2000.01.01 – 2001.12.31
Editor: Journal of Korean Statistical Society
2003.09.01 – present
Associate Editor: Journal of Nonparametric Statistics
2006.01.01 – present
Associate Editor: Annals of Institute of Statistical Mathematics
2006.01.01 – 2009.12.31
Associate Editor: International Journal of Statistics and Management Systems
2007.01.01 – 2009.12.31, 2013.01.01 – present
Associate Editor: Annals of Statistics
2008.01.01 – 2009.12.31
Editorial Board: IMS Lecture Notes and Monograph Series
2008.01.01 – 2009.12.31
Editorial Board: IMS Collections
2008.01.01 – present
Editor-in-Chief: Journal of Korean Statistical Society
[ Other posts ]
2004.09 -2005.08,
2007.08 – 2008.08
IMS Committee on Nominations
2005. 03.01 – 2005.08.31
Founding Committee for National Mathematical Science Research Institute
2006.01.01 – 2007.12.31
Director for Research Affairs, The Korean Statistical Society
2010.01.01 – 2011.12.31
Vice President, The Korean Statistical Society
2006.11.17 – 2009.12.15
IMS committee on Asia and Pacific Rim Meeting
2009.12.16 – 2014.12.31
Co-Chair, IMS committee on Asia and Pacific Rim Meeting
2013.08 – 2017.08
Ordinary Council member, Bernoulli Society
2015.07.27 – 31

Bernoulli Society Representative, Scientific Program Committee, 60th World Statistics Congress (Rio, Brazil)

2013.08 – 2017.08
Elected Council member, International Statistical Institute
[ Organization of International Scientific Meetings (since 2001) ]
2001.08.21 – 22
Statistical Symposium in Commemoration of the 30th Anniversary of the Korean Statistical Society & the 53rd Session of ISI: Modern Statistical Methods with Prospect and Retrospect (Seoul)
2001.07.19 – 20
2002 SRCCS International Statistical Workshop(Seoul)
2002.09.07 – 10
International Session on “Nonparametric Curve Estimation” in the 70th Annual Meeting of the Japan Statistical Society (Tokyo)
2005.04.05 – 12
The 55th ISI Session IPM 22 “Local Parametric Modelling for Curve Estimation” (Sydney)
2005.06.15 – 16
2005 SRCCS International Statistical Workshop (Seoul)
2006.12.13 – 15
2006 Taipei International Statistics Workshop (Taipei)
2008.12.19
KSS-JSS-CSA International Sessions in 2008 CSA Annual Meeting (Taipei)
2009.06.28 – 2009.07.01
Chair of Local Organizing Committee and Scientific Program Committee member. The 1st Institute of Mathematical Statistics – Asia Pacific Rim Meeting (Seoul)
2009.09.07 – 09
KSS-JSS-CSA International Sessions in 2009 Japan Statistical Society Annual Meeting (Kyoto)
2012.07.01 – 04
Co-Chair of Scientific Program Committee. The 2nd Institute of Mathematical Statistics – Asia Pacific Rim Meeting (Japan)
conference website: http://www.ims-aprm2012.org/
2011.08.21 – 26
The 58th World Statistics Congress Invited Paper Session 108 “Carrers for Youth” (Dublin)
2012.05.01 – 03
The 2012 Taipei International Statistics Workshop, Organizing Committee (Taipei)
2013.07.20 – 25
The 29th European Meeting of Statisticians, Invited Paper Session “Function Estimation” (Budapest)
2013.08.25 – 30
heme Day Co-Organizer, The 59th World Statistics Congress (Hong Kong)
conference website: http://www.isi2013.hk/
2014

Co-Chair of Scientific Program Committee. The Third Institute of Mathematical Statistics – Asia Pacific Rim Meeting (Taipei)

2015.07.27 – 31
Bernoulli Society Representative, Scientific Program Committee, 60th World Statistics Congress (Rio, Brazil)
SELECTED PUBLICATIONS
1990
Comparison of data-driven bandwidth selectors (with J.S. Marron). Journal of the American Statistical Association, 85, 66-72
1990
Efficient estimation in the two sample semiparametric location-scale model. Probability Theory and Related Fields, 86, 21-39
1991
Asymptotic minimax estimation in semiparametric models. Probability Theory and Related Fields, 88, 107-120

1990

A simple root n bandwidth selector (with M.C. Jones and J.S. Marron). The Annals of Statistics, 19, 1919-1932

1992

Smoothed cross-validation (with P. Hall and J.S. Marron). Probability Theory and Related Fields, 92, 1-20
1993
A cross-validatory choice of smoothing parameter in adaptive location estimation. Journal of the American Statistical Association, 88, 848-854
1994
Efficient semiparametric estimation in stochastic frontier model (with L. Simar). Journal of the American Statistical Association, 89, 929-936
1994
Versions of kernel-type regression estimators (with M.C. Jones and S.J. Davies). Journal of the American Statistical Association, 89, 825-832
1995
Estimation of non-sharp support boundaries (with W. Haerdle and A.B. Tsybakov). Journal of Multivariate Analysis, 55, 205-218
1998
Stochastic panel frontiers : a semiparametric approach (with R.C. Sickles and L. Simar). Journal of Econometrics, 84, 273-301
1998
A note on the convergence of nonparametric DEA estimators for production efficiency scores (with A. Kneip and L. Simar). Econometric Theory, 14, 783-793

1998

On polynomial estimators of frontiers and boundaries (with P. Hall and S. Stern). Journal of Multivariate Analysis, 66, 71-98

1999

On estimation of monotone and concave frontier functions (with I. Gijbels, E. Mammen and L. Simar). Journal of the American Statistical Association, 94, 220-228
2000
The FDH estimator for productivity efficiency scores: Asymptotic properties (with L. Simar and Ch. Weiner). Econometric Theory, 16, 855-877
2002
New methods for bias correction at endpoints and boundaries (with P. Hall). The Annals of Statistics, 30, 1460-1479
2002
On local likelihood density estimation (with W.C. Kim and M.C. Jones). The Annals of Statistics, 30, 1480-1495
2002
Rolling-ball method for estimating the boundary of the support of a point-process intensity (with P. Hall and B. Turlach). Annales de l’Institut Henri Poincare-Probabilites et Statistiques, 38, 959-971

2003

Semiparametric efficient estimation of AR(1) panel data models (with R.C. Sickles and L. Simar). Journal of Econometrics, 117, 279-309

2004

Nonparametric detection of correlated errors (with T. Y. Kim, D. Kim and D. G. Simpson). Biometrika, 91, 491-496

2004

Bandwidth choice for local polynomial estimation of smooth boundaries (with P. Hall). Journal of Multivariate Analysis, 91, 240-261

2004

Bandwidth selection for smooth backfitting in additive models (with E. Mammen). The Annals of Statistics, 33, 1260-1294

2005

Bandwidth choice for local polynomial estimation of smooth boundaries (with P. Hall). Journal of Multivariate Analysis, 91, 240-261

2006

A simple smooth backfitting method for additive models (with E. Mammen). The Annals of Statistics, 34, 2252-2271.

2006

Estimation and testing for varying coefficients in additive models with marginal integration (with L. Yang, Lan Xue and W. Härdle). Journal of the American Statistical Association, 101, 1212-1227

2006

Large Sample Approximation of the Distribution for Convex-Hull Estimators of Boundaries (with S.-O. Jeong). Scandinavian Journal of Statistics, 33, 139-151

2006

A simple estimator of error correlation in nonparametric regression models (with T. Y. Kim, Y. K. Lee, and C. Park). Scandinavian Journal of Statistics, 33, 451-462

2007

Bandwidth choice for local polynomial estimation of smooth boundaries (with P. Hall). Journal of Multivariate Analysis, 91, 240-261

2007

Nonparametric stochastic frontiers: a local maximum likelihood approach (with S. K. Kumbhakar, L. Simar and E. G. Tsionas). Journal of Econometrics, 137, 1-27

2007

A method for projecting functional data onto a low-dimensional space (with P. Hall and Y. K. Lee). Journal of Computational and Graphical Statistics,16, 799-812

2008

Smooth backfitting in generalized additiv models (with K. Yu. and E. Mammen). The Annals of Statistics, 36, 228-260

2008

Choice of neighbour order in nearest-neighbour classification (with P. Hall and R. Samworth). The Annals of Statistics, 36, 2135-2152

2009

Time series modelling with semiparametric factor dynamics (with S. Borak, Wolfgang Hardle and Enno Mammen). Journal of the American Statistical Association, 104, 284-298

2009

Boostrap-baeed penalty choice for the lasso, achieving oracle performance (with P. Hall, E. R. Lee). Statistica Sinica, 19, 449-471
2009
Tie-respecting bootstrap methods for estimating distributions of set and functions of eigenvalues (with P. Hall, Y. K. Lee, D. Paul). Bernoulli, 15, 380-401

2009

L_2-boosting in kernel regression (with Y. K. Lee and S. Ha). Bernoulli, 15, 599-613

2009

Using bimodal kernel for inference in nonparametric regression with correlated errors (with T. Y. Kim and M. S. Moon). Journal of Multivariate Analysis, 100, 1487-1497
2009
Using bimodal kernel for inference in nonparametric regression with correlated errors (with T. Y. Kim and M. S. Moon). Journal of Multivariate Analysis, 100, 1487-1497
2010
Asymptotic distribution of conical-hull estimators of directional edges (with Seok-Oh Jeong and Leopold Simar). The Annals of Statistics, 38, 1320-1340
2010
Sparse varying coefficient models for longitudinal data (with Hoh Suk Noh). Statistica Sinica, 20, 1183-1202
2010
Backfitting and smooth backfitting for additive quantile models (with Y. K. Lee, Enno Mammen) The Annals of Statistics, 38, 2857-2883

2011

Testing in nonparametric varying coefficient additive models (with Jun H. Hwang and M. S. Park). Statistica Sinica, 21, 749-778

2011

Semiparametric regression: efficiency gains from modeling the nonparametric part (with K. Yu and E. Mammen). Bernoulli, 17, 736-748

2011

Projection-type estimation for varying coefficient regression models (with Y. K. Lee and Enno Mammen). Bernoulli, 18, 177-205

2012

Projection-type estimation for varying coefficient regression models (with Y. K. Lee and Enno Mammen). Bernoulli, 18, 177-205

2012

Principal component analysis in very high-dimensional space (with Y. K. Lee and E. R. Lee). Statistica Sinica, 22, 933-956

2012

Flexible generalized varying coefficient regression models (with Y. K. Lee and Enno Mammen). Annals of Statistics, 40, 1906-1933

2013

On projection-type estimators of multivariate isotonic functions (with Abdelaati Daouia). Scandinavian Journal of Statistics, 40, 363-386

2013

Time-varying additive models for longitudinal data (with Xiaoke Zhang and Jane-Ling Wang). Journal of the American Statistical Association, 108, 983-998

2014

Model selection via Bayesian information criterion for quantile regression models (with E. R. Lee and H. Noh). Journal of the American Statistical Association, 109, 216-229

2014

Backfitting and smooth backfitting in varying coefficient quantile regression (with Y. K. Lee and Enno Mammen). Econometrics Journal, 17, 20-38

2014

Additive models: Extensions and related models (with Enno Mammen and Melanie Shienle). In Oxford Handbook of Applied Nonparametric and Semi-parametric Econometrics, Oxford University Press, 176-214

2015

Varying coefficient regression models: A review and new developments (with Enno Mammen, Y. K. Lee and E. R. Lee). International Statsitical Review

2015

Data envelope fitting with constrained polynomial splines (with Daouia, Abdelaati and Noh, Hohsuk). To appear in Journal of the Royal Statistical Society, Series B

2015

Asymptotics for in-sample density forecasting (with Young Kyung Lee, Enno Mammen and Jens P. Nielsen). To appear in Annals of Statistics
AWARDS
2014
National Academy of Sciences Award
2014
Order of Service Merit, Republic of Korea

2013

Seoul National University – College of Natural Sciences Research Grand Prize
2009
Fellow, Korean Academy of Science and Technology
2006
The 1st Korean Statistical Society Gallup-Korea Award

2005

Fellow of Institute of Mathematical Statistics
2005
Fellow of American Statistical Association

1995

The 5th Korean Federation of Science and Technology Societies Award for Outstanding Papers

1992

The 1st Junior Statistician Award, Korean Statistical Society