Found 537 Documents (Results 401–500)
Self-consistent estimation of mean response functions and their derivatives. (English. French summary) Zbl 1219.62066
Functional analysis of variance, discriminant analysis, and clustering in a manifold of elastic curves. (English) Zbl 1216.62004
On local times, density estimation and supervised classification from functional data. (English) Zbl 1206.62062
Rates of strong consistencies of the regression function estimator for functional stationary ergodic data. (English) Zbl 1197.62038
Some asymptotic results of a non-parametric conditional mode estimator for functional time-series data. (English) Zbl 07881742
Electricity consumption prediction with functional linear regression using spline estimators. (English) Zbl 1511.62405
Bootstrap calibration in functional linear regression models with applications. (English) Zbl 1436.62717
Lechevallier, Yves (ed.) et al., Proceedings of COMPSTAT’2010. 19th international conference on computational statistics, Paris, France, August 22–27, 2010. Keynote, invited and contributed papers. Heidelberg: Physica Verlag. 199-207 (2010).
Anticipated and adaptive prediction in functional discriminant analysis. (English) Zbl 1436.62721
Lechevallier, Yves (ed.) et al., Proceedings of COMPSTAT’2010. 19th international conference on computational statistics, Paris, France, August 22–27, 2010. Keynote, invited and contributed papers. Heidelberg: Physica Verlag. 189-198 (2010).
Asymptotic normality of a robust estimator of the regression function for functional time series data. (English) Zbl 1294.62111
On the validity of the bootstrap in non-parametric functional regression. (English) Zbl 1223.62042
Reviewer: R. E. Maiboroda (Kyïv)
Analysis of spatial distribution of marker expression in cells using boundary distance plots. (English) Zbl 1202.62149
Nonparametric kernel regression estimation for functional stationary ergodic data: Asymptotic properties. (English) Zbl 1198.62027
Locally modelled regression and functional data. (English) Zbl 1327.62191
MSC:
62G05
Sparse functional principal component analysis via regularized basis expansions and its application. (English) Zbl 1195.62100
A deconvolution approach to estimation of a common shape in a shifted curves model. (English) Zbl 1202.62049
Core shape modelling of a set of curves. (English) Zbl 1464.62032
MSC:
62-08
Covariate adjusted functional principal components analysis for longitudinal data. (English) Zbl 1183.62102
Estimation of the regression operator from functional fixed-design with correlated errors. (English) Zbl 1178.62031
Inference under functional proportional and common principal component models. (English) Zbl 1178.62065
Measures of influence for the functional linear model with scalar response. (English) Zbl 1178.62077
A Bayesian latent variable approach to functional principal components analysis with binary and count data. (English) Zbl 1331.62299
Nonparametric maximum likelihood estimation of randomly time-transformed curves. (English) Zbl 1298.62058
Explaining functional principal component analysis to actuarial science with an example on vehicle insurance. (English) Zbl 1231.91234
MSC:
91B30
Tie-respecting bootstrap methods for estimating distributions of sets and functions of eigenvalues. (English) Zbl 1200.62043
Robust kernel principal component analysis. (English) Zbl 1192.68522
MSC:
68T05
Advances on asymptotic normality in non-parametric functional time series analysis. (English) Zbl 1278.62052
Asymptotic distribution of robust estimator for functional nonparametric models. (English) Zbl 1167.62032
Functional principal component analysis via regularized Gaussian basis expansions and its application to unbalanced data. (English) Zbl 1160.62062
A generalized \(L^1\)-approach for a kernel estimator of conditional quantile with functional regressors: consistency and asymptotic normality. (English) Zbl 1158.62318
Asymptotic properties of nonparametric M-estimation for mixing functional data. (English) Zbl 1149.62031
Modelling price paths in on-line auctions: smoothing sparse and unevenly sampled curves by using semiparametric mixed models. (English) Zbl 1366.62264
Boosting for real and functional samples: an application to an environmental problem. (English) Zbl 1172.62074
Discussion of different logistic models with functional data. Application to systemic lupus erythematosus. (English) Zbl 1452.62791
Modelling sparse generalized longitudinal observations with latent Gaussian processes. (English) Zbl 05563365
MSC:
62-XX
Optimal classification for time-course gene expression data using functional data analysis. (English) Zbl 1158.62085
Asymptotic results of a nonparametric conditional quantile estimator for functional time series. (English) Zbl 1147.62030
Consistency of the regression estimator with functional data under long memory conditions. (English) Zbl 1141.62314
A scale-based approach to finding effective dimensionality in manifold learning. (English) Zbl 1320.62115
MSC:
62H05
62-07
Functional approach of flexibly modelling generalized longitudinal data and survival time. (English) Zbl 1130.62062
Alternative penalty functions for penalized likelihood principal components. (English) Zbl 1516.62532
MSC:
62-XX
Contributions of spatial point process modelling to biodiversity theory. (English. French summary) Zbl 1441.62565
Robust estimation and classification for functional data via projection-based depth notions. (English) Zbl 1195.62032
Reviewer: R. E. Maiboroda (Kyïv)
Computational considerations in functional principal component analysis. (English) Zbl 1196.62080
Reviewer: R. E. Maiboroda (Kyïv)
Functional \(k\)-sample problem when data are density functions. (English) Zbl 1197.62041
Reviewer: R. E. Maiboroda (Kyïv)
No effect and lack-of-fit permutation tests for functional regression. (English) Zbl 1195.62046
Reviewer: R. E. Maiboroda (Kyïv)
Local smoothing regression with functional data. (English) Zbl 1194.62042
Reviewer: R. E. Maiboroda (Kyïv)
Crisp and fuzzy k-means clustering algorithms for multivariate functional data. (English) Zbl 1196.62089
Reviewer: R. E. Maiboroda (Kyïv)
Principal component analysis of measures, with special emphasis on grain-size curves. (English) Zbl 1162.62375
Smoothing splines estimators in functional linear regression with errors-in-variables. (English) Zbl 1162.62333
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