-
1
-
-
0000762028
-
Rates of growth for weighted empirical processes
-
(L. Le Cam and R. Olshen, eds.). Wadsworth, Belmont, CA. MR0822047
-
ALEXANDER, K. S. (1985). Rates of growth for weighted empirical processes. In Proc. of the Berkeley Conference in Honor of Jerzy Neyman and Jack Kiefer II (L. Le Cam and R. Olshen, eds.) 475-493. Wadsworth, Belmont, CA. MR0822047
-
(1985)
Proc. of the Berkeley Conference in Honor of Jerzy Neyman and Jack Kiefer
, vol.2
, pp. 475-493
-
-
Alexander, K.S.1
-
2
-
-
0043124612
-
Rates of growth and sample moduli for weighted empirical processes indexed by sets
-
MR0890285
-
ALEXANDER, K. S. (1987). Rates of growth and sample moduli for weighted empirical processes indexed by sets. Probab. Theory Related Fields 75 379-423. MR0890285
-
(1987)
Probab. Theory Related Fields
, vol.75
, pp. 379-423
-
-
Alexander, K.S.1
-
3
-
-
0000227616
-
The central limit theorem for weighted empirical processes indexed by sets
-
MR0899666
-
ALEXANDER, K. S. (1987). The central limit theorem for weighted empirical processes indexed by sets. J. Multivariate Anal. 22 313-339. MR0899666
-
(1987)
J. Multivariate Anal.
, vol.22
, pp. 313-339
-
-
Alexander, K.S.1
-
4
-
-
0000364890
-
The central limit theorem for empirical processes on Vapnik- Červonenkis classes
-
MR0877597
-
ALEXANDER, K. S. (1987). The central limit theorem for empirical processes on Vapnik-Červonenkis classes. Ann. Probab. 15 178-203. MR0877597
-
(1987)
Ann. Probab.
, vol.15
, pp. 178-203
-
-
Alexander, K.S.1
-
5
-
-
84937440359
-
Localized Rademacher complexities
-
Springer, Berlin. MR2040404
-
BARTLETT, P., BOUSQUET, O. and MENDELSON, S. (2002). Localized Rademacher complexities. Computational Learning Theory. Lecture Notes in Comput. Sci. 2375 44-58. Springer, Berlin. MR2040404
-
(2002)
Computational Learning Theory. Lecture Notes in Comput. Sci.
, vol.2375
, pp. 44-58
-
-
Bartlett, P.1
Bousquet, O.2
Mendelson, S.3
-
6
-
-
0012500744
-
An inequality for uniform deviations of sample averages from their means
-
MR1706315
-
BARTLETT, P. and LUGOSI, G. (1999). An inequality for uniform deviations of sample averages from their means. Statist. Probab. Lett. 44 55-62. MR1706315
-
(1999)
Statist. Probab. Lett.
, vol.44
, pp. 55-62
-
-
Bartlett, P.1
Lugosi, G.2
-
8
-
-
0000492892
-
Rates of convergence for minimum contrast estimators
-
MR1653272
-
BIRGÉ, L. and MASSART, P. (1998). Rates of convergence for minimum contrast estimators. Bernoulli 4 329-375. MR1653272
-
(1998)
Bernoulli
, vol.4
, pp. 329-375
-
-
Birgé, L.1
Massart, P.2
-
10
-
-
18844378634
-
Concentration inequalities for sub-additive functions using the entropy method
-
Birkhäuser, Basel. MR2073435
-
BOUSQUET, O. (2003). Concentration inequalities for sub-additive functions using the entropy method. In Stochastic Inequalities and Applications 213-247. Birkhäuser, Basel. MR2073435
-
(2003)
Stochastic Inequalities and Applications
, pp. 213-247
-
-
Bousquet, O.1
-
11
-
-
26444452739
-
Some local measures of complexity of convex hulls and generalization bounds
-
Springer, Berlin. MR2040405
-
BOUSQUET, O., KOLTCHINSKII, V. and PANCHENKO, D. (2002). Some local measures of complexity of convex hulls and generalization bounds. Computational Learning Theory. Lecture Notes in Comput. Sci. 2375 59-73. Springer, Berlin. MR2040405
-
(2002)
Computational Learning Theory. Lecture Notes in Comput. Sci.
, vol.2375
, pp. 59-73
-
-
Bousquet, O.1
Koltchinskii, V.2
Panchenko, D.3
-
12
-
-
0000255710
-
Some limit theorems on the limiting behavior of empirical distribution functions
-
ČIBISOV, D. M. (1964). Some limit theorems on the limiting behavior of empirical distribution functions. Selected Translations Math. Statist. Probab. 6 147-156.
-
(1964)
Selected Translations Math. Statist. Probab.
, vol.6
, pp. 147-156
-
-
Čibisov, D.M.1
-
13
-
-
0010962951
-
The law of hte iterated logarithm for normalized empirical distribution functions
-
MR0431350
-
CSÁKI, E. (1977). The law of hte iterated logarithm for normalized empirical distribution functions. Z. Wahrsch. Verw. Gebiete 38 147-167. MR0431350
-
(1977)
Z. Wahrsch. Verw. Gebiete
, vol.38
, pp. 147-167
-
-
Csáki, E.1
-
14
-
-
0001254835
-
Weighted empirical and quantile processes
-
MR0815960
-
CSÖRGO, M., CS̈ORGO, S., HORVÁTH, L. and MASON, D. (1986). Weighted empirical and quantile processes. Ann. Probab. 14 31-85. MR0815960
-
(1986)
Ann. Probab.
, vol.14
, pp. 31-85
-
-
Csörgo, M.1
Cs̈orgo, S.2
Horváth, L.3
Mason, D.4
-
16
-
-
0001605679
-
Universal Donsker classes and metric entropy
-
MR1188050
-
DUDLEY, R. M. (1987). Universal Donsker classes and metric entropy. Ann. Probab. 20 1968-1982. MR1188050
-
(1987)
Ann. Probab.
, vol.20
, pp. 1968-1982
-
-
Dudley, R.M.1
-
18
-
-
0001268731
-
The asymptotic distribution of suprema of the standardized empirical process
-
MR0515688
-
BICKER, F. (1979). The asymptotic distribution of suprema of the standardized empirical process. Ann. Statist. 7 116-138. MR0515688
-
(1979)
Ann. Statist.
, vol.7
, pp. 116-138
-
-
Bicker, F.1
-
19
-
-
0000324791
-
Extension to higher dimensions of the Jaeschke-Eicker result on the standardized empirical process
-
MR1380620
-
EINMAHL, J. H. J. (1996). Extension to higher dimensions of the Jaeschke-Eicker result on the standardized empirical process. Comm. Statist. Theory Methods 25 813-822. MR1380620
-
(1996)
Comm. Statist. Theory Methods
, vol.25
, pp. 813-822
-
-
Einmahl, J.H.J.1
-
20
-
-
0034421301
-
An empirical process approach to the uniform consistency of kernel type function estimators
-
MR1744994
-
EINMAHL, U. and MASON, D. (2000). An empirical process approach to the uniform consistency of kernel type function estimators. J. Theor. Probab. 13 1-37. MR1744994
-
(2000)
J. Theor. Probab.
, vol.13
, pp. 1-37
-
-
Einmahl, U.1
Mason, D.2
-
21
-
-
0042739507
-
On consistency of kernel density estimators for randomly censored data: Rates holding uniformly over adaptive intervals
-
MR1876841
-
GINÉ, E. and GUILLOU, A. (2001). On consistency of kernel density estimators for randomly censored data: Rates holding uniformly over adaptive intervals. Ann. Inst. H. Poincaré Probab. Statist. 37 503-522. MR1876841
-
(2001)
Ann. Inst. H. Poincaré Probab. Statist.
, vol.37
, pp. 503-522
-
-
Giné, E.1
Guillou, A.2
-
22
-
-
3042568544
-
Ratio limit theorems for empirical processes
-
Birkhäuser, Basel. MR2073436
-
GINÉ, E., KOLTCHINSKII, V. and WELLNER, J. (2003). Ratio limit theorems for empirical processes. In Stochastic Inequalities and Applications 249-278. Birkhäuser, Basel. MR2073436
-
(2003)
Stochastic Inequalities and Applications
, pp. 249-278
-
-
Giné, E.1
Koltchinskii, V.2
Wellner, J.3
-
23
-
-
0011321928
-
Exponential and moment inequalities for U-statistics
-
(E. Giné, D. M. Mason and J. Wellner, eds.). Birkhäuser, Boston. MR1857312
-
GINÉ, E., LATAŁA, R. and ZINN, J. (2000). Exponential and moment inequalities for U-statistics. In High Dimensional Probability II (E. Giné, D. M. Mason and J. Wellner, eds.) 13-38. Birkhäuser, Boston. MR1857312
-
(2000)
High Dimensional Probability
, vol.2
, pp. 13-38
-
-
Giné, E.1
LataŁa, R.2
Zinn, J.3
-
24
-
-
0001268727
-
The asymptotic distribution of the supremum of the standardized empirical distribution function on subintervals
-
MR0515687
-
JAESCHKE, D. (1979). The asymptotic distribution of the supremum of the standardized empirical distribution function on subintervals. Ann. Statist. 7 108-115. MR0515687
-
(1979)
Ann. Statist.
, vol.7
, pp. 108-115
-
-
Jaeschke, D.1
-
25
-
-
0141425582
-
Bounds on margin distributions in learning problems
-
MR2010392
-
KOLTCHINSKII, V. (2003). Bounds on margin distributions in learning problems. Ann. Inst. H. Poincaré Probab. Statist. 39 943-978. MR2010392
-
(2003)
Ann. Inst. H. Poincaré Probab. Statist.
, vol.39
, pp. 943-978
-
-
Koltchinskii, V.1
-
26
-
-
33746194045
-
Local Rademacher complexities and oracle inequalities in risk minimization
-
To appear
-
KOLTCHINSKII, V. (2006). Local Rademacher complexities and oracle inequalities in risk minimization. Ann. Statist. To appear.
-
(2006)
Ann. Statist.
-
-
Koltchinskii, V.1
-
27
-
-
0001166808
-
Rademacher processes and bounding the risk of function learning
-
(E. Giné, D. Mason and J. Wellner, eds.). Birkhäuser, Boston. MR1857339
-
KOLTCHINSKII, V. and PANCHENKO, D. (2000). Rademacher processes and bounding the risk of function learning. In High Dimensional Probability II (E. Giné, D. Mason and J. Wellner, eds.) 443-459. Birkhäuser, Boston. MR1857339
-
(2000)
High Dimensional Probability
, vol.2
, pp. 443-459
-
-
Koltchinskii, V.1
Panchenko, D.2
-
28
-
-
0036104545
-
Empirical margin distributions and bounding the generalization error of combined classifiers
-
MR1892654
-
KOLTCHINSKII, V. and PANCHENKO, D. (2002). Empirical margin distributions and bounding the generalization error of combined classifiers. Ann. Statist. 30 1-50. MR1892654
-
(2002)
Ann. Statist.
, vol.30
, pp. 1-50
-
-
Koltchinskii, V.1
Panchenko, D.2
-
30
-
-
0007070197
-
Strong limit theorems for oscillation moduli of the uniform empirical process
-
MR0717935
-
MASON, D., SHORACK, G. R. and WELLNER, J. (1983). Strong limit theorems for oscillation moduli of the uniform empirical process. Z. Wahrsch. Verw. Gebiete 65 83-97. MR0717935
-
(1983)
Z. Wahrsch. Verw. Gebiete
, vol.65
, pp. 83-97
-
-
Mason, D.1
Shorack, G.R.2
Wellner, J.3
-
31
-
-
0000595627
-
Some applications of concentration inequalities in statistics
-
MR1813803
-
MASSART, P. (2000). Some applications of concentration inequalities in statistics. Ann. Fac. Sci. Tolouse Math. (6) 9 245-303. MR1813803
-
(2000)
Ann. Fac. Sci. Tolouse Math. (6)
, vol.9
, pp. 245-303
-
-
Massart, P.1
-
32
-
-
0034345597
-
About the constants in Talagrand's concentration inequalities for empirical processes
-
MR1782276
-
MASSART, P. (2000). About the constants in Talagrand's concentration inequalities for empirical processes. Ann. Probab. 28 863-884. MR1782276
-
(2000)
Ann. Probab.
, vol.28
, pp. 863-884
-
-
Massart, P.1
-
34
-
-
33746243474
-
Risk bounds for statistical learning
-
MASSART, P. and NEDELEC, E. (2006). Risk bounds for statistical learning, Ann. Statist. 34(5).
-
(2006)
Ann. Statist.
, vol.34
, Issue.5
-
-
Massart, P.1
Nedelec, E.2
-
36
-
-
0001455171
-
On the weak convergence of empirical processes in sup-norm metrics
-
MR0383486
-
O'REILLY, N. E. (1974). On the weak convergence of empirical processes in sup-norm metrics. Ann. Probab. 2 642-651. MR0383486
-
(1974)
Ann. Probab.
, vol.2
, pp. 642-651
-
-
O'Reilly, N.E.1
-
38
-
-
0347349284
-
Some extensions of an inequality of Vapnik and Chervonenkis
-
MR1887174
-
PANCHENKO, D. (2002). Some extensions of an inequality of Vapnik and Chervonenkis. Electron. Comm. Probab. 7 55-65. MR1887174
-
(2002)
Electron. Comm. Probab.
, vol.7
, pp. 55-65
-
-
Panchenko, D.1
-
39
-
-
0347593390
-
Symmetrization approach to concentration inequalities for empirical processes
-
MR2016612
-
PANCHENKO, D. (2003). Symmetrization approach to concentration inequalities for empirical processes. Ann. Probab. 31 2068-2081. MR2016612
-
(2003)
Ann. Probab.
, vol.31
, pp. 2068-2081
-
-
Panchenko, D.1
-
41
-
-
0040244276
-
Limit theorems and inequalities for the uniform empirical process indexed by intervals
-
MR0659534
-
SHORACK, G. R. and WELLNER, J. A. (1982). Limit theorems and inequalities for the uniform empirical process indexed by intervals. Ann. Probab. 10 639-652. MR0659534
-
(1982)
Ann. Probab.
, vol.10
, pp. 639-652
-
-
Shorack, G.R.1
Wellner, J.A.2
-
42
-
-
0001957366
-
Sharper bounds for Gaussian and empirical processes
-
MR1258865
-
TALAGRAND, M. (1994), Sharper bounds for Gaussian and empirical processes. Ann. Probab. 2228-76. MR1258865
-
(1994)
Ann. Probab.
, vol.22
, pp. 28-76
-
-
Talagrand, M.1
-
43
-
-
0030489977
-
New concentration inequalities in product spaces
-
MR1419006
-
TALAGRAND, M. (1996). New concentration inequalities in product spaces. Invent. Math. 126 505-563. MR1419006
-
(1996)
Invent. Math.
, vol.126
, pp. 505-563
-
-
Talagrand, M.1
-
44
-
-
3142725508
-
Optimal aggregation of classifiers in statistical learning
-
MR2051002
-
TSYBAKOV, A. (2004). Optimal aggregation of classifiers in statistical learning. Ann. Statist. 32 135-166. MR2051002
-
(2004)
Ann. Statist.
, vol.32
, pp. 135-166
-
-
Tsybakov, A.1
-
45
-
-
21144465429
-
Hellinger-consistency of certain nonparametric maximum likelihood estimators
-
MR1212164
-
VAN DE GEER, S. A. (1993). Hellinger-consistency of certain nonparametric maximum likelihood estimators. Ann. Statist. 21 14-44. MR1212164
-
(1993)
Ann. Statist.
, vol.21
, pp. 14-44
-
-
Van De Geer, S.A.1
-
48
-
-
0002812608
-
Limit theorems for the ratio of the empirical distribution function to the true distribution function
-
MR0651392
-
WELLNER, J. A. (1978). Limit theorems for the ratio of the empirical distribution function to the true distribution function. Z. Wahrsch. Verw. Gebiete 45 108-123. MR0651392
-
(1978)
Z. Wahrsch. Verw. Gebiete
, vol.45
, pp. 108-123
-
-
Wellner, J.A.1
-
49
-
-
33746180551
-
Some limit theorems for empirical processes indexed by functions
-
MR0863719
-
YUKICH, J. E. (1987). Some limit theorems for empirical processes indexed by functions. Probab. Theory Related Fields 74 71-90. MR0863719
-
(1987)
Probab. Theory Related Fields
, vol.74
, pp. 71-90
-
-
Yukich, J.E.1
|