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Teaching (Spring
Semester, 2013)
STT200: Statistical Methods.
M. W.
3:00--4:20pm; S-105 SKH
Research Interests
Stochastic processes and random fields: Gaussian and stable random fields,
self-similar processes, Levy processes, additive
Levy processes and the fractional Levy fields.
Fractal geometry: Measure theory of random fractals, Hausdorff
and packing dimensions.
Extreme value theory: Gaussian and related random fields.
Nonparametric regression: Long memory (long range dependence), wavelet
methods.
NSF/CBMS Conference on ``Analysis
of Stochastic Partial Differential Equations''
Michigan State University, August 19--23, 2013
Principal Lecturer: Davar Khoshnevisan
Organizers: Yimin Xiao and Atma Mandrekar
Please contact me or Professor Mandrekar if you are interested in participate in the conference.
Seminars
Probability at Michigan State. Thursday, 3:00--3:50PM
Colloquiua of Department of Statistics and
Probability. Tuesday, 10:20--11:10AM
Editorial Service
Co-Editor in Chief, Statistics & Probability Letters, July, 2011 -- present.
Survey Articles
[4]. Recent developments
on fractal properties of Gaussian random fields. In:
Further Developments in Fractals and Related Fields. (Julien Barral and Stephane Seuret, editors)
pp. 255--288, Springer, New York, 2013.
[3]. Properties of local nondeterminism of Gaussian and stable random fields and their
applications. Ann. Fac. Sci. Toulouse Math. XV (2006), 157--193.
[2]. Additive Levy processes:
capacity and Hausdorff dimension. (with Davar Khoshnevisan) Proc.
of Inter. Conf. on Fractal Geometry and Stochastics
III., Progress in Probability, 57, pp. 151--170, Birkhauser, 2004.
[1]. Random fractals and
Markov processes. In: Fractal
Geometry and Applications: A Jubilee of Benoit Mandelbrot, (Michel L. Lapidus and Machiel van Frankenhuijsen, editors), pp. 261--338, American
Mathematical Society, 2004.
Preprints and Recent Publications
[49]. The mean Euler characteristic and
excursion probability of Gaussian random fields. (with Dan Cheng),
Submitted,
2012.
[48]. A class of fractional Brownian fields from branching systems
and their regularity properties.
(with Yuqiang Li), Submitted,
2012.
[47]. Generalized dimensions of images of
measures under Gaussian processes.
(with K.J. Falconer), Submitted,
2012.
[46]. Brownian motion and thermal capacity.
(with Davar Khoshnevisan), Submitted.
2012.
[45]. Fractal
dimension for continuous time random walk limits. (with M. M.
Meerschaert and E. Nane),
Statist. Probab. Letters, to appear.
[44]. Tail estimation of the spectral density
under fixed-domain asymptotics.
(with Chae-Young Lim and Wei-Ying Wu), J. Multivar. Anal. 116
(2013), 74--91.
[43]. Fernique-type
inequalities
and moduli
of continuity of anisotropic Gaussian random fields. (with M.M. Meerschaert and Wensheng Wang), Trans. Amer. Math. Soc. 365 (2013), 1081--1107.
[42]. On intersections of independent anisotropic
Gaussian random fields.
(with Zhenlong Chen), Sci. China Math. 55
(2012), 2217--2232.
[41]. Packing dimension profiles and Levy
processes. (with D. Khoshnevisan
and R. Schiling), Bull. London Math. Soc. 44 (2012), 931--943.
[40]. Discrete fractal dimensions of the ranges of random
walks in $\Z^d$ associate with random conductances. (with Xinghua
Zheng), appeared online in Probab. Th. Rel. Fields, 2012.
[39]. Occupation
time fluctuations of
weakly degenerated branching systems. (with Yuqiang Li),
J. Theoret. Probab,
25 (2012), 1119--1152.
[38]. $\alpha$-time
fractional Brownian motion: PDE connections and local times.
(with E. Nane
and D. Wu), Esaim: Probab.& Stat. 16
(2012), 1--24.
[37]. Critical Brownian
sheet does not have double points. (with R. C. Dalang, D. Khoshnevisan, E. Nualart and D. Wu), Ann. Probab. 40 (2012),
1829--1859
[36].
Spectral conditions for strong local nondeterminism
and exact Hausdorff measure of ranges of Gaussian
random fields. (with N. Luan),
J. Fourier Anal. Appl. 18 (2012),
118--145.
[35]. Multiparameter
multifractional Brownian motion: local nondeterminism and joint continuity of the local times.
(with A. Ayache and N.-R. Shieh), Ann. Inst. H. Poincare Probab. Statist. 47 (2011),
1029--1054.
[34]. Multivariate
operator-self-similar random fields. (with Yuqiang
Li), Stoch. Process. Appl. 121
(2011), 1178--1200.
[33]. Fractal and smoothness properties
of anisotropic Gaussian models. (with Yun
Xue), Frontiers Math. 6
(2011), 1217--1246.
[32]. Packing dimension results
for anisotropic Gaussian random fields. (with
A. Estrade and D. Wu), Comm. Stoch. Anal. 5
(2011), 41--64.
[31]. On local times of
anisotropic Gaussian random fields. (with D. Wu), Comm. Stoch. Anal. 5
(2011), 15--39.
[30]. Properties of strong local
nondeterminism and local times of stable random fields. Seminar
on Stochastic Analysis, Random Fields and Applications VI. pp. 279--310. Progr.
Probab.,
63, Birkh\"auser, Basel , 2011.
[29]. Hausdorff and packing
dimensions of the images of random fields. (with
N.-R. Shieh), Bernoulli 16 (2010),
926--952.
[28]. Regularity of
intersection local times of fractional Brownian motions.
(with D. Wu).
J. Theoret. Probab.
23 (2010), 972--1001.
[27]. On
uniform modulus of continuity of random fields. Monatsh.
Math. 159 (2010), 163--184.
[26]. Correlated
continuous time random walks. (with M. M. Meerschaert and E. Nane). Statist. Probab. Letters 79 (2009), 1194--1202.
[25]. Continuity with
respect to the Hurst index of the local times of anisotropic Gaussian random
fields. (with D. Wu). Stochastic
Process. Appl. 119 (2009), 1823--1844.
[24]. Hitting
probabilities and the Hausdorff dimension of the inverse images of
anisotropic Gaussian random fields. (with
H. Bierme and C. Lacaux ). Bull. London Math. Soc. 41 (2009),
253--273
[23]. A packing
dimension theorem for Gaussian random fields. Statist. Probab. Letters 79 (2009), 88--97.
[22]. Harmonic
analysis of additive Levy processes. (with D. Khoshnevisan). Probab. Theory Rel. Fields, 145
(2009), 459--515. [The original publication is available at http://www.springerlink.com]
[21]. Sample path
properties of anisotropic Gaussian random fields. In: A Minicourse on Stochastic Partial Differential Equations,
(D. Khoshnevisan and F. Rassoul-Agha,
editors), Lecture Notes in Math. 1962, pp. 145--212, Springer, New York , 2009.
[20]. Linear fractional stable
sheets: wavelet expansion and sample path properties. (with A. Ayache
and F. Roueff). Stochastic Process. Appl. 119
(2009), 1168--1197.
[19]. Packing
dimension profiles and fractional Brownian motion. (with D. Khoshnevisan). Math. Proc. Cambridge Philo. Soc. 145
(2008), 205--213.
[18]. Local times of
multifractional Brownian sheets. (with
M. Meerschaert and D. Wu). Bernoulli
14(3) (2008), 865--898.
[17]. Joint
continuity of the local times of fractional Brownian sheets.
(with Antoine
Ayache and D. Wu).
Ann. Inst. H. Poincare Probab. Statist. 44
(2008), 727--748.
[16]. Large deviations for local
time fractional Brownian motion and applications. (with M. M.
Meerschaert and E. Nane).
J. Math. Anal. Appl. 346 (2008), 432--445. [The original
publication is available at www.elsevier.com/locate/jmaa]
[15]. Packing dimension
of the range of a Levy process. (with
D. Khoshnevisan). Proc. Amer. Math. Soc. 136
(2008), 2597--2607.
[14]. Hausdorff
dimension of the contours of symmetric additive Levy processes.
(with D.
Khoshnevisan and N.-R. Shieh).
Probab. Th. Rel. Fields. 140
(2008), 169--193. [The original publication is available at www.springerlink.com.]
[13]. Sample path
properties of bifractional Brownian motion. (with Ciprian A.
Tudor). Bernoulli 13 (2007), 1023--1052.
[12]. Joint continuity
of the local times of linear fractional stable sheets. (with A. Ayache and F. Roueff). C. R. Acad. Sci.Paris,
Ser. A. 344 (2007), 635--640.
[11]. Local and asymptotic
properties of linear fractional stable sheets. (with A. Ayache
and F. Roueff). C. R.
Acad. Sci.Paris, Ser. A. 344 (2007),
389--394.
[10]. On the minimax optimality of
block thresholded wavelet estimators with long memory data.
(with Linyuan Li) J.
Statist. Plann. Inference 137
(2007), 2850--2869.
[9]. Mean integrated
squared error of nonlinear wavelet-based estimators with long memory data.
(with Linyuan Li) Ann. Inst. Statist. Math. 59 (2007), 299--324.
[8]. Geometric properties
of the images fractional Brownian sheets. (with D. Wu). J. Fourier
Anal. Appl. 13 (2007), 1--37. [The original publication is
available at www.springerlink.com ]
[7]. Images of the
Brownian sheet. (with Davar
Khoshnevisan) Trans. Amer. Math. Soc. 359
(2007), 3125--3151.
[6]. Sectorial local
non-determinism and the geometry of the Brownian sheet. (with D. Khoshnevisan and D. Wu). Electron. J. Probab. 11
(2006), 817--843.
[5]. Asymptotic properties and Hausdorff dimensions of
fractional Brownian sheets. (with
Antoine Ayache) J. Fourier Anal. Appl. 11 (2005), 407--439. [The original publication
is available at www.springerlink.com.]
[4]. Levy processes:
capacity and Hausdorff
dimension. (with Davar Khoshnevisan) Ann. Probab.
33 (2005), 841--878.
[3]. Packing measure of
the trajectories of multiparameter fractional
Brownian motion. Math. Proc. Cambridge Philo. Soc. 135
(2003), 349--375
[2]. Measuring the range of an
additive Levy process. (with Davar Khoshnevisan and Yuquan
Zhong) Ann. Probab.
31 (2003), 1097--1141.
[1]. Level sets of
additive Levy process. (with Davar Khoshnevisan) Ann.
Probab. 30 (2002), 62--100.
More Publications Click
here
Some
Related Conferences
[38]. The 2013 Joint Statistical Meetings.
Montreal, Canada. August 3--8, 2013.
[37]. The 36th Conference on Stochastic Processes and Their Applications.
Boulder, Colorado. July 29--August 3, 2013.
[36]. The 7th Conference on Lévy Processes. The Stefan Banach Center, Poland.
July 15--19, 2013.
[35]. The 8th Conference on Extreme Value Analysis.
Fudan University, China. July 8--12, 2013.
[34]. The Ninth Workshop on Markov Processes and Related
Topics. Sichuan, China. July 6--10, 2013.
[33]. The Fourth IMS-China International Conference on Statistics and Probability.
Chengdu, China. June 30--July 4, 2013.
[32]. The 17th Workshop on Stochastic Geometry, Stereology and Image Analysis.
Torun, Poland. June 11--15, 2013.
[31]. Seminar on Stochastic Processes.
Duke University. March 15--16, 2013.
[30]. International
Conference on Advances on Fractals and Related Topics. The Chinese University of Hong Kong, December 10--14, 2012.
[29]. Workshop on Random Dynamical
Systems. IMA at the University of
Minnesota, October 22--26, 2012.
[28]. Thirty-fourth Midwest Probability Colloquium.
Northwestern University, October 11--13, 2012.
[27]. NSF/CBMS Regional Research Conference
in the Mathematical Sciences. University of Alabama in Huntsville, June 4--8, 2012.
[26]. Workshop
on Stochastic Analysis and Applications. Centre Interfacultaire Bernoulli, Switzerland.
June 4--8, 2012.
[25]. Long-Range Dependence, Self-Similarity and Heavy Tails:
International Conference in Honor of Professor Murad S. Taqqu.
Research Triangle Park, North Carolina. April 19--22, 2012.
[24]. Stochastic Analysis
and Stochastic Partial Differential Equations. Banff International Research
Station for Mathematical Innovation and Discovery, Canada. April 1--6, 2012.
[23]. Seminar on Stochastic
Processes 2012. University of Kansas, March 22-24, 2012.
[22]. Thirty-third Midwest Probability
Colloquium, Northwestern University on October 22-24, 2012.
[21]. IMS-China
International Conference on Statistics and Probability, July 8-11, 2011, Xi'An,
China .
[20]. Stochastic Analysis and Its
Applications in Finance. An International Conference in Honor of the 70th
Birthday of Professor Jiaan Yan. July 4-6, Academy
of Sciences, Beijing, China.
[19]. Fractals
and Related Fields, II, Porquerolles
Island, France
[18]. Self-similarity and Stochastic
Analysis, Le Touquet, France, June
6--11, 2011.
[17]. Stochastic Analysis, Random
Fields, and Applications Ascona, May 23--27, 2011.
[16]. Seminar on Stochastic
Processes 2011. University of California, Irvine, March 24-26, 2011.
[15].Frontier
Probability DaysSalt Lake City, March 10Frontier Probability Days Salt
Lake City, March 10--12, 2011.
[14].The 6th
International Conference on Levy Processes and Applications.
Satellite Summer School
on Levy Processes. Braunschweig, July 22--24, 2010.
[13]. The Seventh
Workshop on Markov Processes and Related Topics. Beijing Normal
University, Beijing, China, July 19--23, 2010,
[12]. International Conference in
Probability and Statistics in honor of P.L. Hsu 100th Birthday. Peking
University, Beijing, China, July 5--7, 2010.
[11]. The 33rd Conference on
Stochastic Processes and Their Applications.Berlin, Germany, July 27--31,
2009.
[10]. International Conference on
Self-Similarity of Stochastic Processes and Its Applications. Angers,
France, July 20--24, 2009.
[9]. The Third International
Conference on Stochastic Analysis and Its Applications. Beijing Institute
of Technology, Beijing, China, July 13--17, 2009.
[8]. IMS-China International
Conference on Statistics and Probability. Weihai,
China, July 3--6, 2009
[7]. The First IMS Asia Pacific Rim Meeting.
Seoul, Korea, June 28--July 1, 2009.
[6]. Spring
School on Random Differential Equations and Gaussian Fields. Chateau de
Mons, France, June 15--19, 2009.
[5]. The Second Midwest Statistics
Research Colloquium University of Chicago, March 27--28, 2009.
[4]. The 15th Workshop on Stochastic
Geometry, Stereology and Image Analysis. Heinrich-Fabri-Institute
in Blaubeuren, Germany, March 22--27, 2009.
[3]. The Workshop on
Infinitely Divisible Processes. CIMAT,
Guanajuato, Mexico, March 15--21, 2009.
[2]. The
Workshop on Random Fields and Stochastic Geometry. The Banff
International Research Station for Mathematical Innovation and Discovery
(BIRS), Canada, February 22--27, 2009.
[1]. The Workshop on Models and
Images of Random Media. Paris, January 12--16, 2009.
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