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《The Elements of Statistical Learning: Data Mining, Inference, and Prediction》 (Second Edition)（图）
Data Mining Inference Prediction
2015/8/21
During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and mark...
We give a characterization of the Dynkin elements of a simple Lie algebra. Namely, we prove that one-half of a Dynkin element is the unique point of minimal length in its $N$-region. In type $A_n$ thi...
Diagram of measurement series elements deviation from local linear approximations
Diagram measurement series elements deviation local linear approximations
2010/3/18
For the detection and visualization of trends, periodicities, local peculiarities in
measurement series, the methods of fractal and wavelet-analysis are of considerable current use.One of such method...
Central limit theorem for some dependent random elements of D [0,1]
Central limit theorem some dependent random elements
2009/9/24
Central limit theorem for some dependent random elements of D [0,1]。
We extend a classical property of the gaussian random
functions to the gaussiau cbaoses of order two: Let X bc a gaussian
real chaos of order two on a metrizable compact set 7: assume X is as.
cont...
ON THE STRONG LAW OF LARGE FOR SEQUENCES OF BLOCKWISE INDEPENDENT AND BLOCKWISE p-ORTNOGONA RANDOM ELEMENTS IN RADEMACWER TYPE p BANACW SPACES
Blockwise independent random elements blockwise p-orthogonal random elements almost sure convergence
2009/9/18
For a sequence of random elements {G, n 2 1) taking
values in a real separable Rademacher type p (1 < p < 2) Banach space
and positive constants b,l 7 co, conditions are provided for the strong
law...