-
1
-
-
54349129142
-
Cross-validated estimation in the single functional index model
-
Ait-Sidi A., Ferraty F., Kassa R., Vieu P. Cross-validated estimation in the single functional index model. Statistics 2008, 42(6):475-494.
-
(2008)
Statistics
, vol.42
, Issue.6
, pp. 475-494
-
-
Ait-Sidi, A.1
Ferraty, F.2
Kassa, R.3
Vieu, P.4
-
2
-
-
33846409110
-
Semi-functional partial linear model
-
Aneiros Perez G., Vieu P. Semi-functional partial linear model. Statist. Probab. Lett. 2006, 76(11):1102-1110.
-
(2006)
Statist. Probab. Lett.
, vol.76
, Issue.11
, pp. 1102-1110
-
-
Aneiros Perez, G.1
Vieu, P.2
-
3
-
-
36049026514
-
Local smoothing regression with functional data
-
Benheni K., Ferraty F., Rachdi M., Vieu P. Local smoothing regression with functional data. Comput. Statist. 2007, 22(3):53-71.
-
(2007)
Comput. Statist.
, vol.22
, Issue.3
, pp. 53-71
-
-
Benheni, K.1
Ferraty, F.2
Rachdi, M.3
Vieu, P.4
-
4
-
-
44949286701
-
Multivariate data-driven k-NN function estimation
-
Bhattacharya P., Mack Y. Multivariate data-driven k-NN function estimation. J. Multivariate Anal. 1990, 35(1):1-11.
-
(1990)
J. Multivariate Anal.
, vol.35
, Issue.1
, pp. 1-11
-
-
Bhattacharya, P.1
Mack, Y.2
-
5
-
-
77956747417
-
On the layered nearest neighbour estimate, the bagged nearest neighbour estimate and the random forest method in regression and classification
-
Biau G., Devroye L. On the layered nearest neighbour estimate, the bagged nearest neighbour estimate and the random forest method in regression and classification. J. Multivariate Anal. 2010, 101(10):2499-2518.
-
(2010)
J. Multivariate Anal.
, vol.101
, Issue.10
, pp. 2499-2518
-
-
Biau, G.1
Devroye, L.2
-
8
-
-
70449568627
-
K-Nearest Neighbour method in functional nonparametric regression
-
Burba F., Ferraty F., Vieu P. k-Nearest Neighbour method in functional nonparametric regression. J. Nonparametr. Stat. 2009, 21(4):453-469.
-
(2009)
J. Nonparametr. Stat.
, vol.21
, Issue.4
, pp. 453-469
-
-
Burba, F.1
Ferraty, F.2
Vieu, P.3
-
9
-
-
0346629527
-
Estimation de la régression par la méthode des k points les plus proches avec noyau: quelques propriétés de convergence ponctuelle
-
Springer, Berlin, (in French), Nonparametric Asymptotic Statistics
-
Collomb G. Estimation de la régression par la méthode des k points les plus proches avec noyau: quelques propriétés de convergence ponctuelle. Lecture Notes in Math. 1980, vol. 821:159-175. Springer, Berlin, (in French).
-
(1980)
Lecture Notes in Math.
, vol.821
, pp. 159-175
-
-
Collomb, G.1
-
10
-
-
0000236372
-
Necessary and sufficient conditions for the pointwise convergence of nearest neighbor regression function estimates
-
Devroye L. Necessary and sufficient conditions for the pointwise convergence of nearest neighbor regression function estimates. Z. Wahrscheinlichkeitstheor. Verwandte Geb. 1982, 61(4):467-481.
-
(1982)
Z. Wahrscheinlichkeitstheor. Verwandte Geb.
, vol.61
, Issue.4
, pp. 467-481
-
-
Devroye, L.1
-
11
-
-
77649218548
-
Evaluation for moments of a ratio with application to regression estimation
-
Doukhan P., Lang G. Evaluation for moments of a ratio with application to regression estimation. Bernoulli 2009, 15(4):1259-1286.
-
(2009)
Bernoulli
, vol.15
, Issue.4
, pp. 1259-1286
-
-
Doukhan, P.1
Lang, G.2
-
12
-
-
39449131924
-
Asymptotic normality of a nonparametric estimator of the conditional mode function for functional data
-
Ezzahrioui M., Ould-Saïd E. Asymptotic normality of a nonparametric estimator of the conditional mode function for functional data. J. Nonparametr. Stat. 2008, 20:3-18.
-
(2008)
J. Nonparametr. Stat.
, vol.20
, pp. 3-18
-
-
Ezzahrioui, M.1
Ould-Saïd, E.2
-
14
-
-
70350425206
-
Rate of uniform consistency for nonparametric estimates with functional variables
-
Ferraty F., Laksaci A., Tadj A., Vieu P. Rate of uniform consistency for nonparametric estimates with functional variables. J. Statist. Plann. Inference 2010, 140:335-352.
-
(2010)
J. Statist. Plann. Inference
, vol.140
, pp. 335-352
-
-
Ferraty, F.1
Laksaci, A.2
Tadj, A.3
Vieu, P.4
-
17
-
-
0003624357
-
A Distribution-Free Theory of Nonparametric Regression
-
Springer-Verlag, New York
-
Györfi L., Kohler M., Krzyzak A., Walk H. A Distribution-Free Theory of Nonparametric Regression. Springer Series in Statistics 2002, Springer-Verlag, New York.
-
(2002)
Springer Series in Statistics
-
-
Györfi, L.1
Kohler, M.2
Krzyzak, A.3
Walk, H.4
-
19
-
-
70350344396
-
Gaussian processes: inequalities, small ball probabilities and applications
-
North-Holland, Amsterdam, C.R. Rao, D. Shanbhag (Eds.) Stochastic Processes: Theory and Methods
-
Li W.V., Shao Q.M. Gaussian processes: inequalities, small ball probabilities and applications. Hanbook of Statistics 2001, vol. 19. North-Holland, Amsterdam. C.R. Rao, D. Shanbhag (Eds.).
-
(2001)
Hanbook of Statistics
, vol.19
-
-
Li, W.V.1
Shao, Q.M.2
-
20
-
-
79961096433
-
Convergence of functional k-nearest neighbor regression estimate with functional responses
-
Lian H. Convergence of functional k-nearest neighbor regression estimate with functional responses. Electron. J. Stat. 2011, 5:31-40.
-
(2011)
Electron. J. Stat.
, vol.5
, pp. 31-40
-
-
Lian, H.1
-
21
-
-
0040770549
-
The probability of small Gaussian ellipsoids and associated conditional moments
-
Mayer-Wolf E., Zeitouni O. The probability of small Gaussian ellipsoids and associated conditional moments. Ann. Probab. 1993, 21(1):14-24.
-
(1993)
Ann. Probab.
, vol.21
, Issue.1
, pp. 14-24
-
-
Mayer-Wolf, E.1
Zeitouni, O.2
-
24
-
-
67649921716
-
Partial functional linear regression
-
Shin H. Partial functional linear regression. J. Statist. Plann. Inference 2009, 139(10):3405-3418.
-
(2009)
J. Statist. Plann. Inference
, vol.139
, Issue.10
, pp. 3405-3418
-
-
Shin, H.1
-
25
-
-
0000439527
-
Optimal global rates of convergence for nonparametric regression
-
Stone C.J. Optimal global rates of convergence for nonparametric regression. Ann. Statist. 1982, 10(4):1040-1053.
-
(1982)
Ann. Statist.
, vol.10
, Issue.4
, pp. 1040-1053
-
-
Stone, C.J.1
-
26
-
-
55849114792
-
Bayesian inference with rescaled Gaussian process priors
-
van der Vaart A.W., van Zanten J.H. Bayesian inference with rescaled Gaussian process priors. Electron. J. Statist. 2007, 1:433-448.
-
(2007)
Electron. J. Statist.
, vol.1
, pp. 433-448
-
-
van der Vaart, A.W.1
van Zanten, J.H.2
-
27
-
-
84860890696
-
Semiparametric partially linear regression models for functional data
-
Zhang T., Wang Q. Semiparametric partially linear regression models for functional data. J. Statist. Plann. Inference 2012, 142(9):2518-2529.
-
(2012)
J. Statist. Plann. Inference
, vol.142
, Issue.9
, pp. 2518-2529
-
-
Zhang, T.1
Wang, Q.2
|