-
1
-
-
69249171674
-
Asymptotic properties of penalized spline estimators
-
Claeskens, G., Krivobokova, T. and Opsomer, J. D. (2009) Asymptotic properties of penalized spline estimators. Biometrika, 96, 529-544.
-
(2009)
Biometrika
, vol.96
, pp. 529-544
-
-
Claeskens, G.1
Krivobokova, T.2
Opsomer, J.D.3
-
2
-
-
33644769535
-
Generalized linear array models with applications to multidimensional smoothing
-
Currie, I. D., Durban, M. and Eilers, P. H. C. (2006) Generalized linear array models with applications to multidimensional smoothing. J. R. Statist. Soc. B, 68, 259-280.
-
(2006)
J. R. Statist. Soc. B
, vol.68
, pp. 259-280
-
-
Currie, I.D.1
Durban, M.2
Eilers, P.H.C.3
-
3
-
-
79960273349
-
Multilevel functional principal component analysis
-
Di, C., Crainiceanu, C. M., Caffo, B. S. and Punjabi, N. (2009) Multilevel functional principal component analysis. Ann. Appl. Statist., 3, 458-488.
-
(2009)
Ann. Appl. Statist.
, vol.3
, pp. 458-488
-
-
Di, C.1
Crainiceanu, C.M.2
Caffo, B.S.3
Punjabi, N.4
-
4
-
-
0042257901
-
A fast algorithm for smoothing data on a rectangular grid while using spline functions
-
Dierckx, P. (1982) A fast algorithm for smoothing data on a rectangular grid while using spline functions. SIAM J. Numer. Anal., 19, 1286-1304.
-
(1982)
SIAM J. Numer. Anal.
, vol.19
, pp. 1286-1304
-
-
Dierckx, P.1
-
7
-
-
1842559907
-
Enhancing scatterplots with smoothed densities
-
Eilers, P. and Goeman, J. (2004) Enhancing scatterplots with smoothed densities. Bioinformatics, 20, 623-628.
-
(2004)
Bioinformatics
, vol.20
, pp. 623-628
-
-
Eilers, P.1
Goeman, J.2
-
8
-
-
25444532788
-
Flexible smoothing with B-splines and penalties (with discussion)
-
Eilers, P. and Marx, B. (1996) Flexible smoothing with B-splines and penalties (with discussion). Statist. Sci., 11, 89-121.
-
(1996)
Statist. Sci.
, vol.11
, pp. 89-121
-
-
Eilers, P.1
Marx, B.2
-
9
-
-
0037613485
-
Multivariate calibration with temperature interaction using two-dimensional penalized signal regression
-
Eilers, P. and Marx, B. (2003) Multivariate calibration with temperature interaction using two-dimensional penalized signal regression. Chemometr. Intell. Lab. Syst., 66, 159-174.
-
(2003)
Chemometr. Intell. Lab. Syst.
, vol.66
, pp. 159-174
-
-
Eilers, P.1
Marx, B.2
-
11
-
-
79953051021
-
Longitudinal functional principal component
-
Greven, S., Crainiceanu, C., Caffo, B. and Reich, D. (2010) Longitudinal functional principal component. Electron. J. Statist., 4, 1022-1054.
-
(2010)
Electron. J. Statist.
, vol.4
, pp. 1022-1054
-
-
Greven, S.1
Crainiceanu, C.2
Caffo, B.3
Reich, D.4
-
13
-
-
33747153005
-
Properties of principal component methods for functional and longitudinal data analysis
-
Hall, P., Müller, H. and Wang, J. (2006) Properties of principal component methods for functional and longitudinal data analysis. Ann. Statist., 34, 1493-1517.
-
(2006)
Ann. Statist.
, vol.34
, pp. 1493-1517
-
-
Hall, P.1
Müller, H.2
Wang, J.3
-
14
-
-
15844409557
-
Theory for penalised spline regression
-
Hall, P. and Opsomer, J. (2005) Theory for penalised spline regression. Biometrika, 92, 105-118.
-
(2005)
Biometrika
, vol.92
, pp. 105-118
-
-
Hall, P.1
Opsomer, J.2
-
15
-
-
42249110911
-
Uniform convergence rates for kernel estimation with dependent data
-
Hansen, B. (2008) Uniform convergence rates for kernel estimation with dependent data. Econmetr. Theor., 24, 726-748.
-
(2008)
Econmetr. Theor.
, vol.24
, pp. 726-748
-
-
Hansen, B.1
-
16
-
-
0001257006
-
Varying-coefficients models (with discussion)
-
Hastie, T. and Tibshirani, R. (1993) Varying-coefficients models (with discussion). J. R. Statist. Soc. B, 55, 757-796.
-
(1993)
J. R. Statist. Soc. B
, vol.55
, pp. 757-796
-
-
Hastie, T.1
Tibshirani, R.2
-
17
-
-
62849127605
-
Some asymptotic results on generalized penalized spline smoothing
-
Kauermann, G., Krivobokova, T. and Fahrmeir, L. (2009) Some asymptotic results on generalized penalized spline smoothing. J. R. Statist. Soc. B, 71, 487-503.
-
(2009)
J. R. Statist. Soc. B
, vol.71
, pp. 487-503
-
-
Kauermann, G.1
Krivobokova, T.2
Fahrmeir, L.3
-
18
-
-
44849098150
-
On the asymptotics of penalized splines
-
Li, Y. and Ruppert, D. (2008) On the asymptotics of penalized splines. Biometrika, 95, 415-436.
-
(2008)
Biometrika
, vol.95
, pp. 415-436
-
-
Li, Y.1
Ruppert, D.2
-
19
-
-
13444257535
-
Multidimensional penalized signal regression
-
Marx, B. and Eilers, P. (2005) Multidimensional penalized signal regression. Technometrics, 47, 13-22.
-
(2005)
Technometrics
, vol.47
, pp. 13-22
-
-
Marx, B.1
Eilers, P.2
-
20
-
-
0036921633
-
Selecting the number of knots for penalized splines
-
Ruppert, D. (2002) Selecting the number of knots for penalized splines. J. Computnl Graph. Statist., 1, 735-757.
-
(2002)
J. Computnl Graph. Statist.
, vol.1
, pp. 735-757
-
-
Ruppert, D.1
-
23
-
-
0000997747
-
Spline smoothing: the equivalent variable kernel method
-
Silverman, B. (1984) Spline smoothing: the equivalent variable kernel method. Ann. Statist., 12, 898-916.
-
(1984)
Ann. Statist.
, vol.12
, pp. 898-916
-
-
Silverman, B.1
-
24
-
-
0032276659
-
Nonparametric regression analysis of longitudinal data
-
Staniswalis, J. and Lee, J. (1998) Nonparametric regression analysis of longitudinal data. J. Am. Statist. Ass., 93, 1403-1418.
-
(1998)
J. Am. Statist. Ass.
, vol.93
, pp. 1403-1418
-
-
Staniswalis, J.1
Lee, J.2
-
25
-
-
0000439527
-
Optimal rates of convergence for nonparametric estimators
-
Stone, C. (1980) Optimal rates of convergence for nonparametric estimators. Ann. Statist., 8, 1348-1360.
-
(1980)
Ann. Statist.
, vol.8
, pp. 1348-1360
-
-
Stone, C.1
-
27
-
-
84878217225
-
Some asymptotic results on generalized penalized spline smoothing
-
Wang, X., Shen, J. and Ruppert, D. (2011) Some asymptotic results on generalized penalized spline smoothing. Electron. J. Statist., 4, 1-17.
-
(2011)
Electron. J. Statist.
, vol.4
, pp. 1-17
-
-
Wang, X.1
Shen, J.2
Ruppert, D.3
-
28
-
-
0141576514
-
Thin plate regression splines
-
Wood, S. N. (2003) Thin plate regression splines. J. R. Statist. Soc. B, 65, 95-114.
-
(2003)
J. R. Statist. Soc. B
, vol.65
, pp. 95-114
-
-
Wood, S.N.1
-
30
-
-
85050454620
-
-
Cornell University, Ithaca, Available from
-
Xiao, L., Li, Y., Apanasovich, T. and Ruppert, D. (2012) Local asymptotics of P-splines. Technical Report. Cornell University, Ithaca. (Available from http://arxiv.org/abs/1201.0708v3.)
-
(2012)
Local asymptotics of P-splines. Technical Report
-
-
Xiao, L.1
Li, Y.2
Apanasovich, T.3
Ruppert, D.4
-
31
-
-
33645031408
-
Penalized spline models for functional principal component analysis
-
Yao, F. and Lee, T. C. M. (2006) Penalized spline models for functional principal component analysis. J. R. Statist. Soc. B, 68, 3-25.
-
(2006)
J. R. Statist. Soc. B
, vol.68
, pp. 3-25
-
-
Yao, F.1
Lee, T.C.M.2
-
32
-
-
19744375466
-
Functional data analysis for sparse longitudinal data
-
Yao, F., Müller, H. and Wang, J. (2005) Functional data analysis for sparse longitudinal data. J. Am. Statist. Ass., 100, 577-590.
-
(2005)
J. Am. Statist. Ass.
, vol.100
, pp. 577-590
-
-
Yao, F.1
Müller, H.2
Wang, J.3
-
33
-
-
83455262070
-
Multilevel functional principal component analysis for high-dimensional data
-
Zipunnikov, V., Caffo, B. S., Crainiceanu, C. M., Yousem, D., Davatzikos, C. and Schwartz, B. (2011) Multilevel functional principal component analysis for high-dimensional data. J. Computnl Graph. Statist., 20, 852-873.
-
(2011)
J. Computnl Graph. Statist.
, vol.20
, pp. 852-873
-
-
Zipunnikov, V.1
Caffo, B.S.2
Crainiceanu, C.M.3
Yousem, D.4
Davatzikos, C.5
Schwartz, B.6
|