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1
Algebraic geometry and statistical learning theory
by
Watanabe, Sumio
Published 2009
Cambridge University Press
“
... and a posteriori methods are clarified by
empirical
process
theory
on algebraic varieties...
”
Call Number:
Q325.7
Read Now
2
Estimation and Testing Under Sparsity : École d'Été de Probabilités de Saint-Flour XLV – 2015
by
van de Geer, Sara
Published 2016
Springer International Publishing
Table of Contents:
“
... with norm-penalty -- 8
Empirical
process
theory
for dual norms.- 9 Probability inequalities for matrices...
”
Read Now
3
High Dimensional Probability VI : The Banff Volume
Published 2013
Birkhäuser
“
..., and computer science. These include random matrix theory, nonparametric statistics,
empirical
process
theory
...
”
Read Now
4
A Distribution-Free Theory of Nonparametric Regression
by
Györfi, László
,
Kohler, Michael
,
Krzyzak, Adam
,
Walk, Harro
Published 2002
Springer New York
Table of Contents:
“
... -- Orthogonal Series Estimates -- Advanced Techniques from
Empirical
Process
Theory
-- Penalized Least Squares...
”
Read Now
5
Nonparametric Monte Carlo Tests and Their Applications
by
Zhu, Li-Xing
Published 2005
Springer New York
“
... knowledge of mathematical statistics and limit theorems in probability/
empirical
process
theory
. The less...
”
Read Now
6
High Dimensional Probability II
Published 2000
Birkhäuser
“
... and
empirical
process
theory
were enriched by the development of powerful results in strong approximations...
”
Read Now
7
High Dimensional Probability III
Published 2003
Birkhäuser
Table of Contents:
“
... estimators -- VII. Statistics via
Empirical
Process
Theory
-- Statistical nearly universal Glivenko-Cantelli...
”
Read Now
8
Convergence of Stochastic Processes
by
Pollard, D.
Published 1984
Springer New York
“
...A more accurate title for this book might be: An Exposition of Selected Parts of
Empirical
Process
...
”
Read Now
9
Probability in Banach Spaces, 8: Proceedings of the Eighth International Conference
Published 1992
Birkhäuser
“
.... Then, modern
empirical
process
theory
began to develop, where the collection of half-lines in the line has been...
”
Read Now
10
Oracle Inequalities in Empirical Risk Minimization and Sparse Recovery Problems : École d’Été de Probabilités de Saint-Flour XXXVIII-2008
by
Koltchinskii, Vladimir
Published 2011
Springer Berlin Heidelberg
“
... inequalities by Talagrand along with other methods of
empirical
processes
theory
(symmetrization inequalities...
”
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Cambridge Books Online
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Wellner, Jon A.
3
Mason, David M.
2
Dudley, R.M.
1
Giné, Evarist
1
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1
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1
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1
Kuelbs, J.
1
Marcus, Michael B.
1
Pollard, D.
1
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1
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1
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