Central limit theorem of linear spectral statistics for large dimensional random matrices

... CENTRAL LIMIT THEOREM OF LINEAR SPECTRAL STATISTICS FOR LARGE DIMENSIONAL RANDOM MATRICES WANG XIAOYING (B.Sc Northeast Normal University, China) A THESIS SUBMITTED FOR THE DEGREE OF DOCTOR OF ... transform method, under suitable moment conditions, we prove the central limit theorem (CLT) of LSS with a generalized regular class C of the kernel functions...

Ngày tải lên: 12/09/2015, 09:39

... concerned with the limiting behavior of eigenvalues of large dimensional random matrices As mentioned in the introduction, properties of eigenvectors of large dimensional random matrices also play ... LIMITING BEHAVIOR OF EIGENVECTORS OF LARGE DIMENSIONAL RANDOM MATRICES XIA NINGNING (B.Sc Bohai University of China) A THESIS SUBMITTED FOR THE...

Ngày tải lên: 08/09/2015, 18:24

... almost sure central limit theorem for the product of partial sums, ” Applied Mathematics Letters, vol 19, pp 191–196, 2004 J S Jin, “An almost sure central limit theorem for the product of partial sums ... Utev, Central limit theorem for linear processes,” The Annals of Probability, vol 25, no 1, pp 443–456, 1997 F Jonsson, Almost Sure Cent...

Ngày tải lên: 21/06/2014, 05:20

... 11] The results on the central limit for jump Markov processes obtained in this paper are quite new Central Limit for the Functional of Markov Sequence Let us consider a Markov sequence {Xn , ... for any initial distribution Now we state and prove the main theorem as follows Central Limit Theorem for Functional of Jump Markov Processes 459 Theorem...

Ngày tải lên: 06/08/2014, 05:20

... maximum of stationary a Gaussian sequences,” Statistics & Probability Letters, vol 58, no 2, pp 195–203, 2002 S Chen and Z Lin, Almost sure max-limits for nonstationary Gaussian sequence,” Statistics ... non-stationary Gaussian sequence Main Result Throughout this paper, let {Xn ; n ≥ 1} be a non-stationary standardized normal sequence, Var Sn Here a b and a ∼ b stand fo...

Ngày tải lên: 21/06/2014, 07:20

... convergence rate in the central limit theorem for the total magnetization in the Curie- Weiss- Potts model for high temperature Theorem 4.0.1 For the Curie- Weiss- Potts model, let Sn be the sum of the spin ... will introduce the Curie- Weiss- Potts model, including the Ising model and the Curie- Weiss model Then we will give some...

Ngày tải lên: 03/10/2015, 21:57

... Subhankar Lp bounds for a central limit theorem with involutions Available at http://arxiv.org/abs/0905.1150 [7] Goldstein, Larry Berry- Esseen bounds for combinatorial central limit theorems and ... H Y An Lp bound for the remainder in a combinatorial central limit theorem Ann Probab (1978), no 2, 231–249 [11] Hoeffding, Wassily A combinatorial centr...

Ngày tải lên: 16/10/2015, 09:13

... multiple varying factors In this paper, we separately address the advantages and disadvantages of multifactor analysis and discriminant analysis and propose Multifactor Discriminant Analysis (MDA) ... MDA can be thought of as an extension of LDA to multiple factor frameworks providing both multifactor analysis and discriminant analysis LDA and MPCA ha...

Ngày tải lên: 21/06/2014, 16:20

... finite number of dominant frequency components In this way, the majority of audio signals is covered, except for the class of percussive sounds The performance of the different LP models described ... be evaluated for three types of audio signals: synthetic audio signals consisting of a sum of harmonic sinusoids in white noise, true monophonic audio signals, and true...

Ngày tải lên: 22/06/2014, 00:20

... Mbit/s Figure 6: LP -OFDM performance with channel model CM1 CONCLUSION In this paper, we have proposed a linear precoded multicarrier waveform, called LP -OFDM, for high data rate UWB applications ... Furthermore, Theorem shows that the LP -OFDM noise margin can never be lower than the OFDM noise margin The LP -OFDM system range is therefore larger than the OFDM system range T...

Ngày tải lên: 22/06/2014, 06:20

... Mbit/s Figure 6: LP -OFDM performance with channel model CM1 CONCLUSION In this paper, we have proposed a linear precoded multicarrier waveform, called LP -OFDM, for high data rate UWB applications ... Furthermore, Theorem shows that the LP -OFDM noise margin can never be lower than the OFDM noise margin The LP -OFDM system range is therefore larger than the OFDM system range T...

Ngày tải lên: 22/06/2014, 19:20

... source information can be useful for speaker recognition These concerns motivated the use of features that can complement the traditional vocal tract features for a better characterization of the ... feature Among the spectral features, there may be some correlation between the SC and the SCF features because they both quantify information about the peaks (l...

Ngày tải lên: 22/06/2014, 19:20

... article as: Kizilkaya et al.: Use of linear mixed models for genetic evaluation of gestation length and birth weight allowing for heavy-tailed residual effects Genetics Selection Evolution 2010 ... BW ⎞ ⎟ ⎟ ⎠ Gestation length and birth weight data Gestation length (GL) up until first calving and the resultant calf birth weight (BW) data we...

Ngày tải lên: 14/08/2014, 13:21

... section The Long-Term Model for LSF Trajectories In this section, we first consider the problem of modeling the time-trajectory of a sequence of K consecutive LSF parameters These LSF parameters ... should be well suited to capture the global shape of LSF trajectories Formally, the DCM model is defined for each of the I LSF trajectories by P ωi (n) = ci,p c...

Ngày tải lên: 21/06/2014, 16:20