CURRICULUM VITAE
August 2007
NAME: Pinyuen Chen
WORK ADDRESS:
Department of Mathematics, 215 Carnegie Building,
EMAIL ADDRESS:
mailto:pinchen@mailbox.syr.edu
EDUCATION:
Ph.D., Statistics,
M.S., Mathematics,
B.S., Mathematics,
PROFESSIONAL EMPLOYMENT:
1994 - present: Professor, Department of Mathematics,
1995 - 2006: Director, Interdisciplinary Statistics Program,
CURRENT RESEARCH INTERESTS:
Statistical Signal Processing, Ranking and Selection, Multivariate
Analysis, Dirichlet Integrals, Multinomial
Selection.
GRANTS AND FELLOWSHIPS:
6/8/05 - 6/7/08 Air Force Research Laboratory Grant: Statistical
Selection
Theory Applied to Multiple Target Detection.
1/27/03 - 8/23/04 Air Force Research Laboratory Grant: Statistical
Estimation
in MUSIC (MUltiple SIgnal
Classification)
8/24/01 - 8/23/02 Air Force Research Laboratory Grant: Statistical
Inferences
on the Number of Signals.
10/1/99 - 8/23/01 Air Force Research Laboratory Grant: Selection Theory
in
Radar Signal Processing.
5/8/98 - 8/23/99 Air Force Research Laboratory Grant: Selection Theory
in Radar
Signal Processing.
1/1/97 - 12/31/97 Air Force Research Laboratory Grant: Selection Theory
in
Radar Signal Processing.
Summer, 1995 Summer research fellow, Signal Processing Branch (OCSS),
US Air
Force Griffiss Air Force Base, NY
Summer, 1994 Summer research fellow, Signal Processing Branch (OCST),
US Air
Force Griffiss Air Force Base, NY.
1/93 - 12/93 Air Force Office of Scientific Research: Research
Initiation
Grant.
Summer, 1992 Summer research fellow, Image
Processing
Branch (IRRE), US Air Force Griffiss Air
Force Base.
Summer 1990 Summer research fellow, US Air
Force Human
Resources Laboratory, Brooks Air Force Base, TX.
9/86 - 12/86 Visiting Fellow, Mathematical Research Institute,
PUBLICATIONS IN REFEREED JOURNALS AND BOOKS:
1. (with Milton Sobel) SELECTING THE t BEST CELLS OF A MULTINOMIAL USING INVERSE SAMPLING (1984), Inequalities in Statistics and Probability (edited by Y. L. Tong), The Institute of Mathematical Statistics, 206-210.
2. (with Milton Sobel) SELECTING AMONG MULTINOMIAL CELLS USING INVERSE SAMPLING-A GENERALIZED GOAL (1984), Statistics and Decisions, Supplement Issue No. 1, 285-295.
3. SUBSET SELECTION FOR THE LEAST PROBABLE MULTINOMIAL CELL (1985), Ann. Inst. Statist, Math. 37, Part A, 303-314.
4. (with Milton Sobel) ON A NEW CRITERION FOR SELECTING THE MOST PROBABLE CELL IN A MULTINOMIAL DISTRIBUTION (1985), The frontiers of Modern Statistical Inference Procedures I, Proceedings and Discussions of the IPASPA'S Conference (edited by E. J. Dudewicz), American Sciences Press, Inc., 215-236.
5. ON THE LEAST FAVORABLE CONFIGURATION IN MULTINOMIAL SELECTION PROBLEM (1986), Commun. Statist. - Theor. Meth. 15(2), 367- 385.
6. INVERSE SAMPLING SUBSET SELECTION FOR MULTINOMIAL DISTRIBUTION (1986), American Journal of Mathematical and Management Sciences, Vol. 6, Nos. 1 and 2, 41 - 64.
7. (with Milton Sobel)
AN
INTEGRATED FORMULATION FOR SELECTING THE t BEST OF k
8. COMPARISON OF MULTINOMIAL CELLS WITH A CONTROL (1987), Statistics and Decisions, Vol. 5, No. 1/2, 33-46.
9. THE K-IN-A-ROW PROCEDURE IN SELECTION THEORY (1987), Ann. Inst. Statist. Math. 39, part A, 325-330.
10. (with Milton Sobel) AN INTEGRATED FORMULATION FOR THE MULTINOMIAL SELECTION PROBLEM (1987), Commun. Statist. - Theor. Meth., 16(1), 147-180.
11. (with L. Hsu and Milton Sobel) ENTROPY BASED OPTIMAL GROUP TESTING PROCEDURES (1987). Probability in Engineering and Informational Sciences, 1, 497-509.
12. (with Marc Sobel
and
Milton Sobel) SELECTION PROBLEM FOR A
MODIFIED
MULTINOMIAL (VOTING) MODEL (1988). Statistical Decision Theory and
Related
Topics IV (Ed. Gupta and Berger), Vol. 2,
13. AN INTEGRATED FORMULATION FOR MULTINOMIAL SELECTION PROBLEMS. (1988) Annals of the Institute of Statistical Mathematics, Vol. 40, No. 3, 615-625.
14. SELECTING THE BEST MULTINOMIAL CELL-PROVIDED IT IS BETTER THAN A CONTROL (1988) Biometrical Journal, 30(8), 985-992.
15. CLOSED INVERSE SAMPLING PROCEDURE FOR SELECTING THE LARGEST MULTINOMIAL CELL PROBABILITY (1988) Communications in Statistics, Simulation and Computation, 17(3), 969-994.
16. TRUNCATED INVERSE SAMPLING PROCEDURE FOR MULTINOMIAL SUBSET SELECTION. (1989), Sankhya, Indian Statistical Institute, 13, 51 (2), 158-183.
17. (with R.E. Bechhofer) A NOTE ON A CURTAILED SEQUENTIAL PROCEDURE FOR SUBSET SELECTION OF MULTINOMIAL CELLS. (1991) American Journal of Mathematical and Management Sciences, Vol. 11, Nos. 3 & 4, 309-324.
18. (with L. Hsu) A COMPOSITE STOPPING RULE FOR MULTINOMIAL SUBSET SELECTION (1991) British Journal of Mathematical and Statistical Psychology, 44, 403-411.
19. (with L. Hsu) ON A SEQUENTIAL SUBSET SELECTION PROCEDURE FOR THE LEAST PROBABLE MULTINOMIAL CELL (1991). Communications in Statistics, Theory and Methods, 20, 9, 2845-2862.
20. (with L. Hsu) PARTITIONING MULTINOMIAL CELLS (1992), The Frontiers of Modern Statistical Inference Procedures, Vol. II (edited by E. Bofinger, E. J. Dudewicz, G. J. Lewis, and K. Mengersen), American Sciences Press, Inc., 239-254.
21. (with Marc Sobel, and Milton Sobel) A CONDITIONAL ANALYSIS FOR A TWO STAGE SELECTION PROCEDURE FOR SELECTING THE BEST MEAN. (1991) American Journal of Mathematical and Management Sciences, Vol. 11, Nos. 3 & 4, 325-350.
22. (with L. Hsu) A TWO STAGE DESIGN FOR COMPARING CLINICAL TRIALS (1992). Biometrical Journal, 34 (1), 29-35.
23. TRUNCATED SELECTION PROCEDURES FOR THE MOST PROBABLE EVENT AND THE LEAST PROBABLE EVENT (1992). Annals of the Institute of Statistical Mathematics, vol. 44, no. 4, 613-622.
24. (with Milton Sobel) AN OPTIMAL STOPPING RULE FOR MULTINOMIAL INVERSE SAMPLING PROBLEMS (1993) Multiple Comparisons, Selection and Biometry: a festschrift in honor of Charles W. Dunnett (edited by F. Hoppe), Mercel Dekker, Inc., 531-548.
25. (with S. Panchapakesan and Milton Sobel) SELECTING AMONG THE MULTINOMIAL LOSERS (1994), Sequential Analysis, 13, 3, 177-200.
26. ON CHOOSING AMONG SEVERAL EXPERIMENTAL TREATMENTS AND A CONTROL (1994), Biometrical Journal, 36, 6, 709-718.
27. (with L. Hsu) SELECTING THE BEST POPULATION, PROVIDED IT IS BETTER THAN A CONTROL: THE UNEQUAL VARIANCES CASE (1996), Bimetrical Journal, 38, 4, 425-432.
28. (with J. Zhang) AN INTEGRATED
FORMULATION FOR
SELECTING THE BEST
29. (with M. Aoshima) ON A TWO-STAGE PROCEDURE FOR SELECTING THE LARGEST MULTINOMIAL CELL PROBABILITY (1999), Sequential Analysis, 18(2), 143-155.
30. (with Melvin, W. L. and Wicks, M. C.) SCREENING AMONG MULTIVARIATE NORML DATA (1999), Journal of Multivariate Analysis, 69, 10-29.
31. (with Wicks, M. C.) A SIMULATION STUDY OF A SELECTION PROCEDURE IN A RADAR SIGNAL PROCESSING WITH AN APPLICATION IN MEDICAL IMAGING. (2000) Biometrical Journal, 42, 1, 119-128.
32. A SELECTION PROCEDURE PRIOR TO SIGNAL DETECTION. (2000),
in Advances on Theoretical and Methodological Aspects of
Probability and
Statistics (edited by
33. (with Wicks, M. C. and Adve, R. S.) DEVELOPMENT OF A PROCEDURE FOR DETECTING THE NUMBER OF SIGNAL IN A RADAR MEASUREMENT (2001), IEE Proceedings Radar, Sonar Navig., vol. 148, no. 4, 219-226.
34. A SELECTION PROCEDURE FOR ESTIMATING THE NUMBER OF SIGNAL COMPONENTS (2002), Journal of Statistical Planning and Inference, v. 105, issue 2, 299-311.
35. (with J. Zhang) AN INTEGRATED
FORMULATION FOR
SELECTING THE BEST
36. (with Wicks, M. C.) Development of a lower confidence limit for the number of signals (2003). IEEE Transactions on Signal Processing, Vol. 51, no. 6, 1449-1456.
37. (with Aoshima, M. and Panchapakesan, S.) Sequential Procedure for Selecting the Most Probable Multinomial Cell When a Nuisance Cell is Present (2003), Communications in Statistics, Theory and Methods, V. 32, Issue 4, 893-906.
38. Estimating the upper limit of the number of signals (2003), Signal Processing, Vol. 83, no. 10, 2265-2277.
39. (with Rollin, L.) A Two-Stage Selection and Testing Design for Comparing Several Normal Means with a Standard (2003), Sequential Analysis, v. 22, no. 4, 287 - 305.
40. (with Rollin, L.) A Two-Stage Selection and Testing Design for Comparing Several Normal Means with a Standard when the variances are unknown (2004). Sequential Analysis, Vol. 23, no. 1, 75 -101.
41. (with Panchapakesan, S.) Detecting Multiple Targets Simultaneously at k Sites (2004). Communications in Statistics, Theory & Methods, Vol. 33, no. 7, 1667 - 1688.
42. (with Zhang, J. and Fang, Y.) A Two-Stage Procedure on Camparing Several Experimental Treatments and a Control (2005). The Journal of Applied Mathematics and Decision Sciences. (2005) 1, 47-58.
43. (with Rollin, L.) A Two-Stage Design for
Choosing
Among Experimental Treatments in Clinical Trials (2005). In Advances in Ranking and Selection, Multiple
Comparisons, and
Reliability, a special volume in honor of
44. (with Buzaianu, E. M.) On Selecting Among Treatments With Binomial Outcomes (2005). Communications in Statistics, Theory and Methods. Vol. 34, Number 6, 1247-1264.
45. An Interval Estimation for the Number of Signals (2005). Signal Processing, v. 85, 1623-1633.
46. (with John, T.) Log-normal Selection with Applications to Lifetime Data (2006). IEEE Transactions on Reliability, Vol. 55, Number 1, 135-148.
47. (with Panchapakesan,
S.) Signal processing, Selection Theory In. (2005).
In
Encyclopedia in Statistics, 2nd edition, Volume 12, 7711-7716,
Wiley,
48. A Confidence Interval for the Number of Principal Components (2006). Journal of Statistical Planning and Inferences. 136, 2630-2639.
49. (with John, T.) Log-normal selection using type-II censored samples - unknown variance case (2006). Sequential Analysis v. 25, no. 2, 151-166.
50. (with Markow, J. and Wicks, M.) Building a Confidence Interval for the Number of Signals in Noise using Likelihood Ratio Test Statistics. To appear in IET Radar, Sonar & Navigation .
51. (with Buzaianu, E. M.) Curtailment Procedure for Selecting Among Bernoulli Populations. To appear in Communications in Statistics, Theory & Methods.
PUBLICATIONS IN CONFERENCE PROCEEDINGS: (Many of them are more significant than journal articles.)
1. ON SELECTING THE BEST OF k SYSTEMS: AN EXPOSITORY SURVEY OF SUBSET-SELECTION MULTINOMIAL PROCEDURES (1988). 1988 Winter Simulation Conference Proceedings (edited by M. A. Abrams, P. L. Haigh, and J. C. Comfort), 440-444.
2. (with S. Panchapakesan) AN INTEGRATED FORMULATION FOR SELECTING THE BEST NORMAL POPULATION AND ELIMINATING BAD ONES (1994), Proceedings of the 11th Computational Statistics Symposium, Vienna, Austria (edited by R. Dutter and W. Grossmann), 18-19.
3. (with Ji, Yuanqing) AN INTEGRATED NONPARAMETRIC PROCEDURE FOR SELECTING THE BEST POPULATION (1994), Proceedings of the 3rd Schwerin Conference On Mathematical Statistics, (edited by Herrendorfer, G. and Miescke, K. J.), Dummerstorf, Germany, 1-11.
4. (with M. Sobel) PARTITIONING MULTINOMIAL CELLS USING INVERSE SAMPLING (1995), Bulletin of The International Statistical Institute, Contributed papers, 50th session, 181-182.
5. (with M. C. Wicks and W. L. Melvin) AN EFFICIENT ARCHITECTURE FOR NONHOMOGENEITY DETECTION IN SPACE-TIME ADAPTIVE PROCESSING AIRBORNE EARLY WARNING RADAR (1997), Proceedings of the 1997 International Radar Conference, October 1997, Edinburgh, UK, Publication Number 449, 295-299.
6. (with W. L. Melvin and M. C. Wicks) SAMPLE SELECTION FOR IMPROVED ADPTIVE AIRBORNE RADAR, Proceedings of the Fifth Adaptive Sensor Array Processing (ASAP-5) Workshop (March 12-14, 1997), (edited by G. M. O’Donovan), MIT Lincoln Laboratory, 193-216.
7. (with Melvin, W. L. and Wicks, M. C.) PARTITIONING PROCEDURE IN RADAR SIGNAL PROCESSING PROBLEMS, American Statistical Association 1997 Proceedings of the Section on Physical & Engineering Sciences, 105-110.
8. (with Wicks, M. C.) STATISTICAL REGNITION OF NON-HOMOGENEOUS COVARIANCE STRUCTURES (1999), Proceedings of the 33rd Annual Conference on Information Sciences and Systems (edited by J. L. Prince and T. D. Tran), The Johns Hopkins University, 69-74.
9. (with Wicks, M. C.) A PROCEDURE FOR DETECTING THE NUMBER OF SIGNAL COMPONENTS IN A RADAR MEASUREMENT (2000), Proceedings of the IEEE International Radar Conference, Arlington, Virginia, IEEE Aerospace and Electronic Systems Society, 451-456.
10. (with Wicks, M. C.) RANKING
AND SELECTION FOR TRAINING DATA SELECTION IN MULTI-CHANNEL RADAR
(2000), Proceedings
of the 2000 Antenna Applications Symposium,
11. (with Zhang, S., Cushman, T., Wicks, M. C.) A MULTI-STEP SELECTION PROCEDURE FOR ESTIMATING THE NUMBER OF SIGNAL COMPONENTS (2001), Proceedings of 2001 IEEE Radar Conference, Atlanta, Georgia, Sponsored by IEEE Aerospace and Electronic Systems Society, 129-134.
12. (with Wicks, M. C.) RANKING AND SELECTION APPLIED TO EIGEN-ANALYSIS OF ARRAY (2001), Proceedings of the 2001 Antenna Applications Symposium, Allerton Park, Monticello, Illinois, 464-476.
13 (with Wick, M. C.) A LOWER CONFIDENCE LIMIT FOR THE NUMBER OF SIGNALS (2002), Proceedings of the 2002 IEEE Radar Conference, Long Beach, California, Sponsored by IEEE Aerospace and Electronic Systems Society. In a CD.
14. (with Rangaswamy, M., Michels, J., and Himed, B.) A comparison of two non-homogeneity detection methods for space-time adaptive processing. Proceedings of the Second IEEE Sensor Array and Multichannel Signal Processing Workshop, August 4-6, 2002, Rosslyn, Virginia, 355-359.
15. (with Wicks, M. C.) A CONFIDENCE INTERVAL ESTIMATION FOR THE NUMBER OF SIGNALS, Proceedings of RADAR 2002, IEE Publication 490, Edinburgh International Conference Centre, UK, 15-17 October 2002, 344-348.
16. (with Wicks, M. C. and Genello,
G.) Estimating the number of signals in presence
of colored
noise, Proceedings of 2004 IEEE Radar Conference,
17. (with
Markow, J. and Wicks, M.) A Likelihood
Ratio Test
Based Interval Estimate of the Number of Signals Present in a
Measurement” Proceedings
of 2006 IEEE Radar Conference,
Technical Reports:
* (with L. T. Bernhofen) A comparative
analysis of a
4-group and 6-group job classification, 1990 AFOSR Summer Faculty
Research
Final Report, v. 4, #131, 1-20.
* Statistical Comparison of Several automatic target recognition (ATR) systems, Final Report, 1992 AFOSR Summer Faculty Research Program.
* On testing the equality of covariance matrices under singularity, Final Report, 1994 AFOSR Summer Faculty Research Program.
* Partitioning Procedure in Radar Signal Processing Problems, Final Report, 1995 AFOSR Summer Faculty Research Program.
Work in Progress:
* (with John, T.) L1 -
Limit of
Trimmed Sums of Order Statistics From
Location-SCale Distributions with
Applications to Type-II Cencored Data
Analysis. Submitted.
* (with Foster, K. and Kim, H.) Classifying
genetic sequences according to transition matrices.
* (with Hsu, Lifang) Plug-in Estimate
based
Confidence Limits for the Number of Principal Components.
* (with Yang, J) Estimation of the Number of Signals Based on Various
Model
Selection Criteria. Submitted.
* (with Buzaianu, E.
M.) A Hybrid Testing and Selection
Procedure with Curtailment. Submitted.
* (with Zuo, Long)
Confidence
Limits for the Number of Signals.
* (with Lin, Ying) Confidence Interval for the
Number of
Important Principal Components.
* (with Cai, Weixing) Screening
for Multiple
Targets Detection. Submitted.
* (with Cai,
Weixing)
Testing and Selecting
Among k Multivariate
* (with Cai,
Weixing) Partitioning k Multivariate Normal
Populations with Respect to a Standard Vector and its Equivalence to
Multiple
Testing. Submitted.
* (with Cai, Weixing) Testing and Subset Selection for Equivalence among k Multivariate Normal Populations with Respect to a Standard Vector.
* (with Wu, Ling-Ling and Chuang, Ya-Lan) Motivation to Use Search Engine: A Two-Factor Model. Submitted.
PATENT DISCLOSURE:
(with W. Melvin and M. Wicks) Nonhomogeneity detection method and apparatus for improved adaptive signal processing, USA Patent Number 5706013, January, 6, 1998.
Ph. D. STUDENTS AND THEIR DISSERTATION TITLES:
Laura T. Bernhofen (1994) Procedures for selecting the best experimental treatment with comparison to a control.
Jun-Lue Zhang (1995) A integrated approach to some ranking and selection problems.
Linda Rollin (2002) Two-stage selection and testing designs for comparing normal means with a standard.
Thomas John (2004) Lognormal Selection with Applications to Lifetime Data.
Elena Mihaela Buzaianu (2006) SElection Procedures for Binomial Populations.
BOOK:
(with Edward J. Dudewicz, and Baldeo
K. Taneja) Modern Elementary
Probability and
Statistics, American Sciences Press, 1990.
BOOK REVIEWED:
MULTI-STAGE SELECTION AND RANKING PROCEDURES:SECOND
ORDER ASYMTOTICS by
ADVANCES IN STATISTICAL DECISION THEORY
AND
APPLICATIONS by S. Panchapakesan and
N. Balakrishnan, Birkhauser,
NON-TECHNICAL PUBLICATION:
(with the members of the New Researchers’ Committee of The Institute of
Mathematical Statistics) (1991) Meeting the needs of new statistical
researchers, Statistical Science, v. 6, #2, 163-174.
RECENT PRESENTATIONS:
* August 11, 1993, The Joint Statistics Annual Meetings,
* September 6, 1993, The 3rd Schwerin Conference on mathematical
statistics,
Bad Doberon,
* April 27, 1994, The TIMS/ORSA Joint National Meeting,
* May 19, 1994, Statistics Seminar, Department of Statistics,
* August 19, 1994, Statistics Seminar,
* August 23, 1994, The 11th Symposium on Computational Statistics,
* August 24, 1995, The 50th session of
the
International Statistics Institute,
* August 29-30, 1995, The Department of Mathematics, The Beijing Normal University, Beijing, China, gave three one-hour lectures on "Ranking and selection Theory and its Applications".
* July 15, 1996, The First Statistics Conference of Two Sides of
Straits
& The Fifth South Taiwan Statistics
Conference,
* May 16, 1997, Department of Mathematics and informatics,
* May 21, 1997, International Symposium on Contemporary Multivariate
Analysis
and its applications,
* August 12, 1997, Joint Statistical Meetings,
* November 4, 1997,
* February 26, 1998, Department of Mathematics,
* August 25, 1998, XIII Symposium on Computational Statistics,
* October 11, 1998, International Indian Statistical Association
Conference
1998,
* December 12, 1998, 7th International Matrix and
Statistics
Workshop,
* December 17, 1998, Working group on
Correlated
Data, Dept. of Mathematics,
* March 17, 1999, The 33rd Annual Conference on
Information
Sciences and Systems,
* May 19, 1999, International Conference on Radar Systems,
* August 11, 1999, The 52nd Session of the International
Statistical Institute,
* December 19, 1999, Sixth International Conference of the Forum for
Interdisciplinary Mathematics,
* March 17, 2000, Statistics: Reflections on the past and visions for the future, An international conference in honor of Professor C. R. Rao, San Antonio, TX, presented an invited paper "Preprocessing Unknown Unequal Covariance Matrices for Signal Detection."
* April 20, 2000, Department of Biostatistics Colloquium,
* May 10, 2000, IEEE 2000 International Radar Conference,
* July 6, 2000, Radio Science and Engineering Division, Stanford
Research
Institute,
* July 10, 2000, Department of Electrical and Computing Engineering
Colloquium,
* August 13, 2000, National Key Lab of Radar Signal Processing at
* August 17, 2000, Department of Electrical Engineering, Beijing
Institute
of Technology,
* September 20, 2000, Antenna
Applications
Symposium, Park
* July 7, 2001, Statistics 2001
* August 6, 2001, Joint Statistical Meetings,
* August 13, 2001, Academia Sinica,
* August 19, 2001, The fifth ICSA
International
Conference,
* October 17, 2001, Department of Mathematics and Statistics,
* October 18, 2001, Department of Statistics,
* October 30, 2001, Antenna Applications Symposium, Park
* December 5, 2001, Department of Biostatistics,
* April 23, 2002, Department of Statistics and Applied Probability,
* April 24, 2002, Department of Mathematics,
* April 24, 2002, IEEE Radar Conference,
* June 15, 2002, International Indian Statistical Association
Conference,
* August 14, 2002, Joint Statistics Meeting,
* October 16, 2002, IEE Rader Conderence,
* March 12, 2003, Radar Interferometry
Group,
Department of Electrical Engineering and Department of Geophysics,
* March 13, 2003, Department of Applied Mathematics and Statistics, UC Santa Cruz, presented an invited seminar "Two Problems in Statistical Signal Processing."
* June 19, 2003, Seventh Purdue International Symposium on
Statistics,
* August 6, 2003, Joint Statistics Meetings,
* October 11, 2003, American Mathematical Society Eastern Sectional
Meeting
#990,
* November 4, 2003, Department of Statistics, UC at
* April 28, 2004, IEEE Radar Conference,
* July 8, 2005, The joint Meeting of the
Chinese
Society of Probability and Statistics (CSPS) and the Institute of
Mathematical
Statistics (IMS),
* July 23, 2005, The Mathematics of Medical Imaging Workshop,
* December 21, 2005,
* December 22, 2005,
* December 23, 2005,
* December 26, 2005, Academic Sinica,
* December 30, 2005,
* March 18, 2006, City University of Hong Kong, presented an invited talk "A Confident Interval for the Number of Principal Components Applied to Financial Data"
* July 4, 2007, presented an invited talk “Statistics in Data
Mining” at
Data Mining Workshop, Information Management Association,