Department of Mathematics Phones: (617) 373-5650 (office)
Office: 545 Lake Hall E-mail addresses : MLTV@neu.edu
Permanent resident of
Married, 4 children Site: http://math.neu.edu/~Malioutov
Education
· Full Professor of Mathematics Certificate, 1991, Supreme Attestation Committee, Russian Dept. of Education
· Doctor of Science,
Probability and Statistics, 1983,
“Information-theoretic Methods of Design and Analysis of Experiments”
· Honors Ph.D., 1967,
Probability and Statistics,
“Solution of Poincare (Oblique Derivative) Boundary Value Problem”. Supervisor: Professor E.B.Dynkin
· Honors
M.S., 1963, Mathematics,
Fields of
Specialization
Mathematical Statistics and its Applications, Optimal Experimental Design for Estimation, Discrimination and Screening, Probability Theory and Applications, Information Theory and its Statistical Applications.
Employment
2002-present, Professor, Mathematics Department,
1995-2002, R.G. Stone Professor, Mathematics Department, Northeastern University
1976-1995, Leading (previously senior) Researcher,
Mathematics and
1987-1993, Professor, half-time position, Advanced
Mathematics Chair,
1976-1993, Part-time statistical consultant, Pharmacy
Department,
1966-1976, Senior (previously junior) Researcher and Academic Secretary, Kolmogorov Statistical Laboratory, Moscow University, Academic Secretary, Probability & Statistics Branch, Moscow Mathematical Society.
1958-1966, Student (later Ph.D. student), Mathematics and
Mechanics Dept,
Visiting Positions
Center for Interdisciplinary Research,
SABRES, University of South Brittany, Visiting scholar,
March 2003; Lorentz Center, University of Leiden, visiting scholar, two weeks
in September 2002, Weierstrass Institute for Applied
Analysis and Stochastics, Berlin, whole July 2001,
Economics Dept., Humboldt Univ. of Berlin, by a month in 1995 and in 1996, 10
days in December 2002 and May, 1994;
Universidad Andina Simon Bolivar, Quito Branch,
Ecuador, 5 weeks, 1996, Dept. of Math., L. Pasteur University, Strasbourg,
France, by a month in 1993 and in 1994; School of Math., City University of
London, UK, 3 weeks, 1991 , 3 weeks, 1993; Depart. of
Math.,
CORE, Catholic University of Louvain, Belgium, 2 weeks, 1992.
· Member of: American Mathematical Society, American Statistical Association, 1995-2003.
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*) This is the spelling of my name in my previous passport and my green card. In most publications (or translations into English) it is different: Malyutov, Maljutov, Malutov
Internal
· Research and Scholarship Development Grant, Northeastern University, 1997-1998, with K. Dadkhah (Economics), my part (5K) of money was used for organizing the Workshop “Tracking Multiple Objects”
· Grant of the Center for Subsurface Systems Sensing and Imaging at Northeastern University “Use of
Computer-Enhanced laser and Video Microscopy Techniques to Elucidate the Physical Properties of Individual Cell Surface receptors, Channels, and Adhesion Molecules”, with a team of Harvard medical school and Northeastern University in 1998-1999 funded from NU President’s seed money. My part (5K) of the money was spent to pay the visitor Dr. A. Nikiforov.
External
· The continuation of this project is awarded
by
· Statistical consultant in R. Giese and O. Shimeils Co-P.I. grant of Mass Dept. of Public Health:
"Measurement of DNA Adducts in Breast Tissue",
2001-2004.
· I participate in the GAANN (US Dept. of Education) grant awarded to CAS which provided our College with some Research Assistant positions related to Computational Math. The money from this grant is spent for 2-quarter RA of my PhD student T. Turkdogan. The funding is continued over 2001 -2002.
· I prepared a new course “Statistics for Bioinformatics” for Joint NU-BU Master program on Bioinformatics awarded by a part of the Sloan Foundation grant for this program. My part of money is mostly spent on the one-quarter teaching release for my Master student S. Nazarchuk helping me in handouts preparation.
· I was fully or partially supported as visiting scholar during my visits listed as Temporary Positions and Invited Lectures.
· grant MCF 000 of International Science Foundation, 1994-1995 (6K), grant of program "Russian Universities", 1991-1995 (1K), two grants of the Russian Foundation for Basic Research, 1994-1995 (2K).
by the Forum for Interdisciplinary Math for outstanding contributions to Math sciences in 2004.
University service:
· Committee to evaluate Prof. Paul Janell, Coordinator, Accounting, CBA by request of Administrator Evaluation Oversight Committee, Faculty Senate, 2000,
· Participation in curricula preparation for Dual Majors Finance-Math, Actuarial Science-Math, graduate cerificatye program `Actuarial and financial Mathematics’ in SPCS and for Master degree program in Bioinformatics.
·Statistical consulting for faculty of Math. and other Depts at NU: Biology, Physical Therapy, Pharmaceutical Sci., Economics, Engineering, CBA.
· Member of Ph.D. Dissertation Defense Committee O. Yuksel Bas and Webert Monluis (ECE, NU), S.Bratus (Math. and Computer Science).
· Co-organizer of International Workshop “Tracking Multiple Objects” at NU, 1998: 12 presenters
from Academia and Industry.
· Participation in Prof. R. Lowndes organized panel on the research and graduate education at NU.
· CAS
Curriculum Committee, 1999-2003,
· CAS Council, 1997-1999, 2003-present,
Mathematics Dept. service:
· Mathematics Department Hiring Committee, 1996-1999, 2005-2006
· Mathematics Department Special Projects Committee, 2003-present,
· Member of Graduate Committee, 2001-2002,
· Member of Dissertation Defense Committees (H. Sadaka, J. Bishop, L. Schulman,
S. Zhai , O. Bayborodin, M. Lu.
· Co-developer of a new course "Statistics for Sciences and Engineering".
Service outside NU
· Participation in an international roundtable conference "The future of US and Russian relations"
organized by the Gorbachev
Foundation for
· Co-organizer of
International Workshops: “Optimum Design 2000” jointly with Royal Statistical
· Associate editor of international journal “Mathematical Methods of Statistics” since 1992, American Journal of Mathematical and Management Sciences since 2005, Journal Of Statistical Theory and Practice since 2006.
Management of papers reviewing for these international journal.
· Editorial council member and editor of sections “Regression” and
“Experimental Design” in "Probability and Mathematical Statistics.
Encyclopedia” published recently by Big Encyclopedia Publishers,
· Refereeing papers submitted to statistical conferences:
"Statistics, Combinatorics and Related Topics",
Workshop “Optimum Design 2000”, April 2000,
· 34 years of reviewing scientific books and papers for “Mathematical Reviews”, “Zentralblatt fur Mathematik”, “Theory of Probability and Applications”, “USSR Reviewing Journal”, “New Books Abroad”, “Nauka”Publishers,
· Refereeing a book "Statistical problems in Genetics and Molecular Biology" by N. Drinkwater and C. Denniston, submitted to ASM Publishers, 1996.
I made a substantial progress in constructing bridges between Departments and Colleges at NU and elsewhere both in education and research:
Among successful projects are:
· Organization of the Summer Institute in Math Sciences -2003 in NEU, Bioinformatics
· Participation in ERC CENSSIS planning and implementation,
· Construction of curricula for Dual Majors in Biology-Math, Finance-Math and Actuarial Science-Math with CBA,
· Construction of a Master in Bioinformatics educational program in a joint NU-BU team,
·
Joint work with Harvard medical school, SUNY at Stony Brook, ECE faculty,
researchers from IRISA,
· Several joint projects with Engineering NU, Physical Therapy, NU, Biology NU, Pharmaceutical Sciences NU and NOAA, Dept of Commerce, are in progress promising to become successful. Particularly, Prof. E. Melachrinoudis and I prepared a curriculum for joint MS in Engineering (Operations research)/BS in Math 5-year educational program which is still under review by Dean A. Soyster .
· offered the following undergraduate courses : Probability and Statistics, MTHU481, Fall 2003-6, Probability and Random Processes MTHU581, Summer 1, 2005-2006, Statistics and Software MTHU280, Fall 2005-2006 (33-40 students), Honors Calculus 3 (Fall 96, 11 students), Differential Equations MTH 1225 (Winter 96, 10 students, Fall 2002, 30 students), Multivariate Engineering Calculus 4, Summer of 2002 and 2003, Probability 1387 (Fall 97, , 18 students, and Fall 2000, 36 students), Probability 1187 (Winter 99, 12 students and Winter 2001, 27 students), Probability 1384 (Summer 97, 9 students, as an unpaid volunteer; and Winter 00, around 25 students), Statistics 1390 (Spring 98, around 10 students; Spring 2000, 12 students, Spring and Summer 2003, more than 30 students) , Actuarial Math 1393 (Spring 2000, 2002 and reading course for one student).
· offered the following graduate courses: Probability I (Fall 99, 6 students), Probability 2 (Winter 98, 9 students), Stochastic Calculus and Financial Time Series ( regular course: Spring 99, 6 students; and a reading course, Winter 2000, one student), Statistics (Spring 96, 5 students, Winter 01, Spring 2003, 5 students, Spring 2003, 11 students), ANOVA (Regression Analysis and Experimental Design: Fall 95, 5 students; and Winter 97, 4 students), Non-parametric Regression and Density Estimation (Spring 96, 2 students; and Spring 98, around 10 students) , Multivariate Statistics (reading course), Readings in Probability and Statistics (offered as a reading course usually twice or more per quarter), Statistics for Bioinformatics, (semester course, Fall 2000, 12 students, Fall 2003, 11 students, Fall 2004, 2006), Seminar in Probability and Statistics.
·Co-organizer of Probability and Statistics seminar at NU.
·Supervisor of 7 PhD students.
·H. Sadaka defended his thesis "Non-parametric search for significant variables of a linear model" in 1997. His dissertation is devoted to studying two non-parametric decisions of search
for significant variables of a linear model applicable without any information about the noise distribution and parameters of the model. The contents of the dissertation is published in three
papers. It was presented also at three international conferences
H. Sadaka is presently a lecturer at the University of Alexandria, Egypt,
·S. Zhai defended her thesis "Combinatorial and Information-theoretical Aspects of Search Models"in June 2000. She proves equivalence of certain sequential strategies in search theory and coding messages for multi-access channels, constructs some new effective strategies for particular cases and proves some general theorems on capacity regions for multi-access channels. The contents of her dissertation was presented at two international conferences. Her participation in these conferences was partially supported from R.G. Stone discretionary fund. She submitted two
papers for publication.
She is the Director of Mathematics and Statistics in Safe Shipment International Inc.
O. Bayborodin defended his thesis "Estimation of diffusion and trend in noise via Mercer expansion" in August 2000. He constructs an effective numerical algorithm for Maximum Likelihood estimation of diffusion and trend coefficients in the presence of noise, and compares the theoretically found bounds of performance for his and routinely used Mean Squared Distance algorithms by simulation. The contents of his dissertation was presented in three international conferences and is published in two papers, one more is near completion for submitting for publication.
O. Bayborodin works after his Ph.D. defense for AutoCode Inc.
·T. Korobeinikova defended her dissertation "Modeling and Parameter Estimation of Single Proteins Motion over the Membrane of Red Blood Cells" in August 2001. She was supported by NSF via CenSSIS grant for statistical fitting of Harvard medical school data on tracking labeled molecules over the membrane of red blood cells, variants of her model are promising also for applications in economics and finance,
·M.
Lu defended his PhD "Statistical Estimation and Simulation Studies"
in 2002, and moved to the PhD program,
· I.
Wickramasinghe defended her PhD thesis `Conditional
Complexity of Compression for Authorship Attribution’ in August 2005.
·M. Gavasheli decided to quit his preparation for the Ph.D. defense after getting a permanent position at FleetBoston Bank. He had one publication before quitting the program.
·T. Turkdogan has got GAANN (US Dept. of Education) RA for completing his thesis on mathematical modeling of dopamine related methylation kinetics (joint work with Prof. R. Deth, Pharmaceutical Sciences, NU), he decided to quit his preparation for the Ph.D. defense after getting a permanent position at a public health company. His work is continued by PhD student Mustafa Kesir under my supervision.
S. Nazarchuk decided to quit his preparation for the Ph.D. defense after getting a permanent position.
· supervised several students, who graduated with Master degree:
· R. Protassov has got his NEU Master degree five years ago and defended his PH.D.dissertation at Harvard Statistics. We presented four joint conference talks, three of them at international conferences, published three joint papers and two conference abstracts after his graduation from Masters program and worked over Bayesian modeling of protein motion over cell membranes supported by the ERC CENSSIS 2001-2002 under my supervision.
·M.
Abdelkader defended his PhD thesis in
·N. Kuz'kina works for an Insurance company.
· supervised several more Master program students:
S. Nazarchuk got his teaching release during Fall 2001 from the Sloan Foundation for his part in the preparation of "Statistics for Bioinformatics" course. He has already got a training over his RA for 2 quarters work at Iconics, Inc as a part of an industrial collaboration with CenSSIS.
V. Silantiev passed a similar training in November for his 2 quarter RA from Iconics, Inc.
A. Chetoukhina worked for the `
S. Fierimonte combined his study of Multiple Target Tracking algorithms with his work for Hanscom Air Force Base.
· co-organized Probability and Statistics seminar at NU.
· composed and graded qualifying exams in Probability and Statistics..
· supervised joint Mathematics-Industrial Engineering Master Program in Operations Research since 2001
(as a replacement to Prof. N. Mahadev).
· participated in curriculum creation of joint BU-NU Master in
Bioinformatics program awarded by the Sloan Foundation.
·13 students defended their Ph.D under my supervision:. Among them:
A.P. Korostelev, Professor,
Dr. Habilitat. W. Spokoiny, Professor, Humboldt University, Berlin and Head, Probability and Statistics Branch, K. Weierstrass Institute for Applied Analysis and Stochastics, Berlin, Germany;
V.L. Freidlina, Senior
Statistician,
M. Luanchi, formerly Chair, Math.
Dept.,
L.Horna Uaraka,
Professor and former Dean,
Director, Center for Development of Science Education, Escuela Politecnica Nacional,
R.Matos Mareno,
Professor,
P.Mateev, Head, Telecommunications Branch, Math. and Informatics Institute of BAN, Sofia, Bulgaria; I.Tsitovich, Leading Researcher, Institute for Problems of Information Transmission, Russian Academy of Sciences, Moscow;
V.P.Passekov, Leading Researcher,
J. K. Martinez Crespo,
formerly Professor and Chair, Math. Dept.,
·Practically
all undergraduate Math courses at
Graduate courses on Probability, Statistics and Stochastic
Processes at Mathematics and
Part-time teacher at Special High School
No. 2,
Fully or partially supported
invited speaker at seminars and colloquia during stay with NU
` Asymptotic Statistics of Stochastic Processes’, March
2007, Le Mans,
Forum for Interdisciplinary Math conferences, 2005-2006,
NATO ASI "Data Fusion for Situation Monitoring, Incident Detection, Alert and Response Management",
Conference "Asymptotic Problems in Stochastic Processes
and PDE's",
BBN Technologies, June 2003,
Colloquia on Information Transfer, ZIF, University of Bielefeld, Germany, February-March 2002, January-February, 2003,
Conferences on Mathematical Statistics, CIRM,
Statistics Semester at the Poincare Institute,
University of Nice and University R.
Pasteur,
Weierstrass Institute for Applied
Analysis and Stochastics, and Free University of
IRISA,
Applied Math. Dept., SUNY at Stony Brook, 2000,
Technion, Haifa, Israel, Hebrew Univ., Jerusalem, Israel, Tel Aviv Univ., Israel, 1999;
Statistics Dept.,
Polytech.
SmithKline Beecham Pharmaceutical Co., 1999;
Math. Dept.,
Math.
Dept., Uni.
Math Dept.,
Invited speaker at seminars
and colloquia in
Dept. of Pharmaceutical Science, NU, 1999;
Frontier Science Research Foundation,
CDSP seminar, NU, 1998;
Joint stochastics seminar,
U-Connecticut,
Harvard Statistics conference in honor of H. Chernoff, 1997;
Math. Circle,
Harvard Biostatistics Dept. ,1997;
Basic Notions seminar, Math. Dept.,
NU, April and May
2003, 1996.
Pre-NU recent invited talks:
Economic Univ. of
Papers in refereed journals
published during my stay at NU
1.1.“Jaynes Principle in Testing Significant Variables of Linear Model”, Random Operators and Stochastic Equations, No. 4, 1998, 311-330, with H.Sadaka.
1.2.“Sequential Search for Significant Variables of an Unknown Function”, Problems of Information Transmission, 1997, 33, No. 4 , 88-107, with Tsitovich I.I.
1.3.“Extremal problems in Sequential Testing Homogeneity”, In Revue of Industrial and Applied Mathematics, 5, No.2, TVP Press, 1998, 349-360, with L.I.Galtchouk.
1.4.“Bootstrap Methods in Problems of Active Weather Modification”, Revue of Industrial and Applied Mathematics, TVP Press, Moscow, 1996, 300-309,with Zhilinskaia E. I. and Kuznetsova I. A., in Russian.
1.5.“Regression Technique in Experiments on Active Weather Modification”, Revue of Industrial and Applied Mathematics, 3, No.2, TVP Press, Moscow, 1996, 286-299, with Zhilinskaia E.I. and Kuznetsova I.A., in Russian.
1.6. “Functional Approach to Asymptotic Normality of LSE in Nonlinear Regression”, with R. Protassov, Statistics and Probability Letters , 44, No. 4, 409-416, 1999.
1.7.“Extremal Problems in Sequential Testing Homogeneity”. Metrika, No. 3-4, 1995, with Galtchouk L. I.
1.8. “Asymptotically Optimal Discrimination of Hypotheses”, Problems of Information Transmission, 2000, 36, No. 4, 98-112, with
1.9. “Log-Efficient Search for Significant Variables of
Linear Model”, Journal of Statistical
Planning and Inference,100, No. 2, 2002, 269-280.
1.10. “LAN and LAM, Convergence of Iterative Estimates and Optimal Design in Gaussian One-Way
Mixed Model”, Journal of Statistical Planning and Inference, with R.S. Protassov.
100, No.2, 2002, 249-279.
1.11. "Fitting Multisample
Multinomial Mixture Model”, American
Journal of
Mathematical and
Management Sciences, 21,
Dec.-Sept., 2001,101-107, with D.A. Stolyarenko.
1.12. "Second Order Optimal Discrimination between Markov Chains", Mathematical Methods of Statistics, 10, No. 4, 2001.
1. 13. Bayesian Approach to Parameter Estimation in Individual Protein Molecule Dynamics Model, WSEAS Transactions on Systems, 1, No. 2, April 2002, 204-210, with T. Korobeinikova, R. Protassov, D. Golan and R. Mirchev.
1.14. `Review of Methods and Examples of Authorship Attribution’, Review of Applied and Industrial Mathematics, vol. 12, no. 1, 2005, 40-79.
2.1.“Nonparametric Testing Significant Variables of Linear Model”, L. Pronzato et al editors, MODA-5, Advances in Model-Oriented Data Analysis, Physica - Verlag, Springer Verlag Co.,1998, 187-194, with H.Sadaka.
2..2“On Sequential Search for Significant Variables of Unknown Function”, Multidimensional Statistical Analysis and Theory of Random matrices. Proceedings of the sixth E.Lucacs Symposium, editors:
A.K.Gupta and Girko V.L., VSP,
2.3.“One Bound for the Mean Duration of Sequential Testing Homogeneity”, C. Kitsos and W. Mueller eds., MODA-4-Advances in Model oriented Data Analysis, Physica -Verlag, Springer Verlag Co., 1995, 49-56, with Galtchouk L.I.
2.4. “On Sequential Search for Significant Variables of the Additive Function”,
Probability Theory and Mathematical Statistics (S.Watanabe, M.Fukushima, Yu.V. Prohorov and A.N. Shiryaev editors), World Scientific, Singapore-New Jersey-London-Hong Kong, 1996, 298-316.
2.5.“Asymptotically Optimal Sequential Testing Hypotheses”, V. Vishnevsky and V. Rykov editors, Proceedings of International Conference on Distributed Computer Communication Networks, November 4-7, Tel-Aviv, Israel, 134-141, 1997, with I.I.Tsitovich
2.6. ”Non-Parametric Search for Significant Variables of Unknown Function”, ibid, 127-134, 1997, with I.A. Ovseevich and I.I.Tsitovich.
2.7. “Convergence of Iterative Estimates in Gaussian Mixed ANOVA model”, Bulletin of IMS, 1997, with R.S.Protassov (research note).
2.8. “Non-parametric Search for Significant Inputs of
Unknown System”, Proceedings of IEEE
International Symposium on Information Theory, MIT,
2.9.”Second Order Optimal Sequential Model Choice”, V. Vishnevsky and E. Levner editors, Proceedings of International Conference on Distributed Computer Communication Networks, November 9-13, Tel-Aviv, Israel, 1999, 94-98, with I.I.Tsitovich
2.10. “Estimation of Brownian Volatility in Noise via Mercer Expansion”, ibid, 1999, 89-93, with O. Bayborodin.
2.11.“ Second Order Optimal Sequential Discrimination and Change-Point Detection”, Proceedings, 2000 IEEE International Symposium on Information Theory, 386, with I.I.Tsitovich (results fully formulated).
2.12. “Second Order Optimal Sequential Tests”, In A. C. Atkinson et al editors "Optimum Design 2000", Kluwer, 67-78, 2000, also available from http://www.cf.ac.uk/maths/stats/design.html, with I.I. Tsitovich.
2.13. "Non-parametric Search for Significant Inputs of Unknown System", In N. Callaos editor, Proceedings of SCI'2000/ISAS 2000 World Multiconference on Systemics, Cybernetics and Informatics, July 23-26 2000, Orlando, FL, vol. XI, 75-83, with I. Tsitovich..
2.14. Collection of about ten large and nearly 100 small
articles and editing
sections "Experimental Design" and
"Regression" in Yu. Prohorov et al eds," Probability & Mathematical Statistics. Encyclopedia", Big Russian
Encyclopedia Publishers,
2.15. "Fitting
Diffusion and Trend via Mercer Expansion”,
Proceedings, 12th European Simulation Symposium, ESS 2000 (Simulation in
Industry) Sept. 28-30,
for Computer Simulation ,
2.16. " Modeling Polymer Brushes Protective Action”, Proceedings, 12th European Simulation
Symposium, ESS 2000 (Simulation in Industry) Sept. 28-30,
2.17."Modeling Multi-Target Estimation in Noise and
Clutter", Proceedings, 12th European
Simulation Symposium, ESS 2000 (Simulation in Industry) Sept. 28-30,
for Computer Simulation,
2.18. "Asymptotically Optimal Discrimination between Markov Chains", In A. Atkinson et al eds."MODA-6. Advances in Model-Oriented Data Analysis", Physica- Verlag, Springer Verlag Co., 155-162, with I. Tsitovich, to appear by June 2001, available from http://statistik.wu-wien.ac.at/moda6/proceedings.pdf.
2.19. Modeling and Tracking of the Individual Protein Molecule", G. Govaert et al ed., Proceedings of
ASMDA-10 (Applied Stochastic Modeling and Data Analysis)
Conference,
2.20. "Adaptive Discrimination between Markov Chains", G. Govaert et al ed., Proceedings of
ASMDA-10 Conference,
2.21. "Second order optimal testing
hypotheses and change-point detection", Reviews of Industrial and Applied
mathematics, TVP Press,
2.22. "MultiTarget estimation in noise and clutter", Proceedings, International Conference "Fusion 2001",
2.23.
"Detection of abrupt change in Markov chain
distribution", 4th International Workshop on Simulation and Design,
2.24. "Modeling Sequential Discrimination between
Markov Chains", Proceedings, ASA-IMS Joint Meeting 2001,
2.25. Estimation from Noisy Images with the EM algorithm, Proceedings of WSEAS International Conference on Signal Processing, Robotics and Automation, June 12-16 2002, Cadiz, Spain, 6 p,
with A. Nikiforov, D. Golan and R. Mirchev
2.26. Bayesian and MOM estimation of the motion parameters of a protein ofver cell membranes., Proceedings, ASA-Ims Joint meeting,-2002, August 2002, NYC, with T. Korobeinikova, R. Protassov, D. Golan and R. Mirchev.
2.27-2.29. Papers in
the Proceedings of the NATO ASI in
2003, in `Data fusion…’, IOS, 2005:
2.27. Fusion of various methods for resolving the Shakespeare controversy,
2.28. Non-parametric multi-trajectory estimation (with A.Tsybakov)
2.29. Robust modification of the EM-algorithm for parametric multi-trajectory estimation in noise and clutter (with M. Lu).
2.30 Screening methods, "Encyclopedia of Actuarial Sciences", ed. by B. Sundt and J. Teugels, Wiley, 2004, with H. Wynn and A. Zhigljavsky.
2-31-2.32. Papers in in Springer Lecture Notes in Computer Science, No. 4123,
2006
2.31. Authorship attribution of texts: a review,
2.32. Modeling sequential discrimination between close Markov chains (with D. Malioutov).
Posters
· In 2001 I presented joint posters at the 45th Annual Meeting of the Biophysical Society; a joint poster at the POE conference, NEU; four joint posters at the Showcase and Technical Expo, NEU; a joint posters at the NSF site visit to the ERC CENSSIS in May,2001, and in Industrial collaboration ERC meeting in February 2002. several posters were presented at the Showcase and Technical Expo, NEU 2004-2006 and CDSP showcase 2005;
Some papers published
as refereed abstracts during my stay at NU, not yet published in full
4.1.”Estimation Parameters of a Mixture of Hyperplanes”, Abstracts of International Conference on Combinatorics, Information Theory and Statistics, July 1997, Portland, Maine, 57, with M. Gavasheli.
4.2.”Asymptotic Optimization of General Risk in Sequential
Nonparametric Discrimination”, Abstracts, Workshop
on Change-Point Detection, RSS Meeting,
4.3. “Non-parametric Multiple Target Tracking”, Abstracts, 5th World Congress of Bernoulli Society,
with A.Tsybakov,
4.4. Statistical anomaly in the first bi-lines of
Shakespeare sonnets, Abstracts, Kolmogorov and Contemporary Mathematics, International
conference,
5.1. “ML-Fitting Diffusion and Trend ”, at the final stage of preparation for Statistics of Random Processes,
5.2. “Non-parametric Multiple Target Tracking”, for Mathematical Methods of Statistics, with A.Tsybakov
5.3. “Estimation of Economic Equilibrium Parameters Robustly”,
5.4 . "Modeling sequential change-point detection", with D. Malioutov.
5.5. "Bayesian parameter estimation of single proteins motion over membranes", with R. Protassov, T. Korobeinikova, D. Golan and R. Mirchev.
5.6. Maximin Designs for Testing degree of a multinomial, submitted to "Mathematical Method sof Statistics", its shorter version submitted to "Model Oriented Design and Analysis-2004", H. Wynn ed., Physica Verlag, 2004.
Books and book chapters
The preparation of the first listed book in English started
and planned to be completed
during my 2001-2002 sabbatical year, its Russian version was
accepted by Nauka publishers,
·“Statistical Analysis of Multivariate Systems (with Applications to Seismology)” ( with A.F.Kushnir).
· Optimal Design of
Regression Experiments (in Russian, with A.Zaigrajev),
·Lectures
on Optimal Experimental Design,
·Introduction
to Regression Experimental Design,
·Statistical Practicum (part), Moscow University Press, 1987 (In Russian);
·Geometry of Curves (part), Moscow Technical University Press, 1989 (In Russian);
·Lectures on Random Processes,
·Chapters 2 (part), 5 and 15 of a reference book "Mathematical theory of Experimental Design",
--------------------------------------------------------------------------------------------------------------------------------
**)Soviet Journals with the sign **were translated into English.
***)Translated in J. Sov. Math., 1980, vol.39, no.2, or 1982, vol.39, no.4, or l988,vol.40, no.2, or l989, vol.4l, no.l.
1. "On Semi-parametric Estimation of Weak Seismic Wave
Forms", In Abstracts of NATO ASI
"Monitoring of a Comprehensive Test Ban Treaty", Alvor.
Portugal, February 1995, 2 pages.
2.“Sequential Search for Significant Variables of Additive Model”. In Markov processes and Related fields, Freidlin M.I. editor, 253-265, Birkhauser, Boston , 1994, with Wynn H.P.
3.“On Asymptotic Properties of Estimates under Sequential Design”. Statistics and Control of Stochastic Processes, no.4, Proceed. (Trudy) of Steklov Math. Inst., 1993, with Spokoiny V.G. and Horna L.
4.“Determination of Incest in Forensic Casework”. In Advances in Forensic Haemogenetics, 4, 1992, ed. by Ritter & Schneider, Springer , with Ivanov P.L., Verbovaja L.
5.“Evaluation of Multi-Locus DNA Profiles Using Monte-Carlo Simulations”. Fingerprint News, 1992, no.3, with Ivanov P.L., Savchenko Yu.L.
6.”Survey of papers on Mathematical Statistics written at
the
Department of Probability”, Theory Probab. and Appl8**. 1989, vol. XXXIX no.1, with Yu.N.Tjurin.
7-8.“Effect of training on perfecting sporting results I, II.” Theory and Practice of Sports & Phys. Culture,** 1985, 1988 (with V.Breizer, In Russian).
9. "The method of Least Squares", In Appendix to: Kolmogorov, A.N., Selected Works, 2, Probability and Mathematical Statistics, Nauka, Moscow, 1986, 520-521.
10-11. "Azabutilen and Morphine extraction from liver by the threechlorineacetous water study"
deposited to All-Union Institute of
Medical Information, Health Ministry of the
No. 6, publications No. 1107 and 1108: two papers with A. V. Titova, B.N. Isotov and M.A. Vexler , 1984, (In Russian)
12.“Construction of Confidence
Bands for Regression Functions”. Transactions of France-USSR Workshop on Multivariate Statistical
Analysis, Suzdal’, 1987, ed. by S.Aivazyan,
13.“Design & Analysis in Generalized Regression Models”. In Model Oriented Data Analysis, ed. by Fedorov V.V. et al, Springer Lecture Notes in Economics and Math. Systems, no. 297, 1987, 72-76.
14.“Local Asymptotic Normality in Gaussian Variance Components Model”. Transactions of lst World Congress of Bernoulli Society, Plenum, 1986.
15.“Design of Experiments”, In Mathematical Encyclopedia, Soviet
Encyclopedia,
16.“Information-theoretic Methods of Design and Analysis of Experiments
“, Dissertation,
17.“Lower Bounds for an Average Number of Sequential Experiments”. Probability Theory and Mathematical Statistics. Springer Lecture Notes in Mathematics, no.1021,419-434, 1983.
18.“Estimation of Regression Parameters using Quantified
Experiments”. Statistical
Methods,
19.“Lower Bounds for the Mean Duration of Sequentially Programmed Experiments”. Sov. Math. (Izv. Vuzov**), 1983,27, no.ll, 21-47 (translated by Allerton Press).
20.“Lower Bound for Mean Sample Size of Sequential Sampling”. Russian Math. Surveys**, 1982.
21.“Asymptotics and Applications of Iterated Reweighted Gauss-Newton Algorithm”. In Stochastic processes and Applications, ed. by G.I.Ivchenko, Moscow College of Electronics Press, 1982 (In Russian).
22.“On the Information Theory methods in Search Problems”. Supplement to the Russian translation of R.Ahlswede & I.Wegener, Search Problems, 1982 (draft of English Translation was made by Wiley).
23.“ On Joint Square-Iterative Estimation of Mean and Variance Components”. Theory Probab. & Appl.**, 1981, XXVI no.l.
24.“Estimating Mean and Variance Components of Linear Regression Model”. In Statistical Methods,
25.“On Weakly Separating Designs”.
In Problems of Transmission and Analysis
of Information, ed. by Pinsker M.S., “Nauka”,
26. Collection of papers on “Design and Regression Analysis
of Experiments for Detecting Type of Poison in Victim's Liver”. Deposited to
27.“Design of Screening Experiments”. Theory of Probab. & Appl**., 1980, vol.XXV, no.3.
28. “Screening Design for Non-Symmetric Response Function”. Math.Zametki**, 1980, vol.27, no.l , with P.S.Mateev.
29.“On the limit rate of screening designs”. Theory Probab. & Appl.**, 1979, XXIV no.3.
30.“Screening Experimental Design with non-symmetric response function”. Comptes Rendus of the USSR Acad. of Sciences**, 1979, vol. 244, no.3, with P.S.Mateev.
31.“Estimation of Trend and
Variance Components”. Systems
and Control,
32.“Separating Property of Random Matrices”. Math. Zametki**, 1978, vol.23, no.l, 155-167.
33.“Mathematical Models and Results
in Theory of Screening Experiments”. In Theoretical Problems
of
Experimental Design, ed. by Malyutov M.B., “Soviet Radio, 1977 (In Russian).
34.“On Planning of Screening
Experiments”. In Proceedings of 1975 IEEE-USSR
Workshop on Inform. Theory, N.Y. ,IEEE Inc., 1976, 144-147.
35.“Block-Randomized Construction
of Distributed Technical Diagnostics System”. In Izvestia of the
The following 5 papers were published in Design of Optimal Experiments, ed. by Malyutov M.B.,
Moscow University Press, 1975, in Russian with English summary:
36.“Lectures on Optimal Design and Analysis in Linear Model”,
37.“Maximin Designs for Testing Degree of a Polynomial”,
38.“Note on the Equivalence Theorem”,
39.“Optimal Design for Infinite-Dimensional Operability Regions”,
40.“Randomized Design in a Model of Screening Experiments”.
41.“Estimation of Fertility by Fitting Stationary Distribution of Blood Groups”, In Statistical Methods in Population Genetics, ed. by Malyutov M.B., Moscow University , 1975 (In Russian, with Korostelev A.P.).
42.“Experimental Design”. In Soviet Encyclopedia, Soviet Encyclopedia ,
43.“Randomized Planning of Screening Experiments”. In Design and Automatization of Experiments, ed. by Krug G.K., “Soviet Radio”, 1974 (In Russian).
44.“Application of Information Theory to a Certain Problem of Selecting Significant factors”. Theory Probab. & Appl.**, 1973, vol.XVII , with V.L.Freidlina.
45.“On
the Reconstruction of Evolutionary Trees of Human Populations”. In: "Assessment of Population Affinities in Man,
46.“Optimal Designs in Regression Problems”. Math. Operationsforsh.u.Statist., 1972, 3, 281-308,
with Fedorov V.V.
47. 44.“On Weighted Polynomial Regression Designs Minimizing Mean Variance”. Theory of Probab. & Appl.**, vol. XVII , 1971, with Fedorov V.V.
48.“Minimax Designs for Testing
Linear Model on Cube or Ball”. Transactions of Statistical Methods Laboratory, no. 23,
49.“On Population Genetics Problems ”. Theory Probab. & Appl.**, 1971, vol.XVI , with Passekov V.P.
50.“Reconstruction of Evolutionary Trees of Isolated Populations”, Transactions of Statistical Methods Laboratory, no. 19, 1971, Moscow University Press (with Passekov V.P., In Russian with English summary).
51.“Designs for Possible Inadequacy of a Linear Model.” Transactions of Statistical Methods Laboratory, no.18, 1971, Moscow University Press (In Russian, with Fedorov V.V.).
52.“On Poincare boundary value
problem”. Transactions
(Trudy) of the
53.“Solution
of Poincare (Oblique Derivative)
Boundary Value Problem”, Dissertation,
54.“On the Boundary Value Problem with Inclined Derivative in Space”. Comptes Rendus of USSR Acad. o