A partial overview of the theory of statistics with functional data (Q389287)

scientific article; zbMATH DE number 6247842

Language	Label	Description	Also known as
English	A partial overview of the theory of statistics with functional data	scientific article; zbMATH DE number 6247842

Statements

instance of

scholarly article

0 references

title

A partial overview of the theory of statistics with functional data (English)

0 references

published in

Journal of Statistical Planning and Inference

0 references

publication date

20 January 2014

0 references

zbMATH Keywords

functional classification

0 references

functional regression

0 references

bootstrap

0 references

FDA

0 references

author

Antonio Cuevas

0 references

describes a project that uses

0 references

0 references

0 references

0 references

full work available at URL

https://doi.org/10.1016/j.jspi.2013.04.002

0 references

cites work

On the kernel rule for function classification

0 references

OPTIMAL TESTING IN A FIXED-EFFECTS FUNCTIONAL ANALYSIS OF VARIANCE MODEL

0 references

Testing in mixed-effects FANOVA models

0 references

Using principal components for estimating logistic regression with high-dimensional multicollinear data

0 references

Estimation and inference in functional mixed-effects models

0 references

Q4078873

0 references

Supervised classification for a family of Gaussian functional models

0 references

Q3064312

0 references

Detecting Changes in the Mean of Functional Observations

0 references

Rates of Convergence of the Functional $k$-Nearest Neighbor Estimate

0 references

On the Performance of Clustering in Hilbert Spaces

0 references

Some asymptotic theory for the bootstrap

0 references

Simultaneous analysis of Lasso and Dantzig selector

0 references

Kernel-based functional principal components

0 references

Q3973918

0 references

A family of minimax rates for density estimators in continuous time

0 references

Inference and Prediction in Large Dimensions

0 references

Theory of Classification: a Survey of Some Recent Advances

0 references

Adaptive Inference for the Mean of a Gaussian Process in Functional Data

0 references

Convergent estimators for the l1-median of banach valued random variable

0 references

Prediction in functional linear regression

0 references

Optimal estimation of the mean function based on discretely sampled functional data: phase transition

0 references

The Dantzig selector: statistical estimation when $p$ is much larger than $n$. (With discussions and rejoinder).

0 references

Testing Hypotheses in the Functional Linear Model

0 references

Nearest neighbor classification in infinite dimension

0 references

On a Geometric Notion of Quantiles for Multivariate Data

0 references

Nonlinear manifold representations for functional data

0 references

Q5701059

0 references

Smoothing splines estimators for functional linear regression

0 references

The random projection method in goodness of fit for functional data

0 references

A simple multiway ANOVA for functional data

0 references

A sharp form of the Cramér-Wold theorem

0 references

Impartial trimmed $k$-means for functional data

0 references

The strong law of large numbers for k-means and best possible nets of Banach valued random variables

0 references

Uniform consistency of r-means

0 references

The random Tukey depth

0 references

Linear functional regression: The case of fixed design and functional response

0 references

An ANOVA test for functional data

0 references

On the use of the bootstrap for estimating functions with functional data

0 references

Robust estimation and classification for functional data via projection-based depth notions

0 references

On depth measures and dual statistics. A methodology for dealing with general data

0 references

On the using of modal curves for radar waveforms classification

0 references

Spatial mode estimation for functional random fields with application to bioturbation problem

0 references

Q5434185

0 references

Asymptotic theory for the principal component analysis of a vector random function: Some applications to statistical inference

0 references

Defining probability density for a distribution of random functions

0 references

Achieving near Perfect Classification for Functional Data

0 references

Methodology and theory for partial least squares applied to functional data

0 references

Q4881152

0 references

Q3484190

0 references

Functional PLS logit regression model

0 references

A Selective Overview of Variable Selection in High Dimensional Feature Space (Invited Review Article)

0 references

Measures of influence for the functional linear model with scalar response

0 references

Kernel regression with functional response

0 references

Regression when both response and predictor are functions

0 references

Nonparametric functional data analysis. Theory and practice.

0 references

Quantiles for finite and infinite dimensional data

0 references

A Statistical View of Some Chemometrics Regression Tools

0 references

Consistent Nonparametric Regression for Functional Data Under the Stone–Besicovitch Conditions

0 references

Nonparametric Estimation of the Mode of A Distribution of Random Curves

0 references

Robust functional estimation using the median and spherical principal components

0 references

Bootstrapping general empirical measures

0 references

Bootstrap in functional linear regression

0 references

Best approximations to random variables based on trimming procedures

0 references

Q4742188

0 references

A distribution-free theory of nonparametric regression

0 references

Properties of principal component methods for functional and longitudinal data analysis

0 references

Estimating and depicting the structure of a distribution of random functions

0 references

Classifier technology and the illusion of progress

0 references

Q4148820

0 references

Penalized discriminant analysis

0 references

Comparing the shapes of regression functions

0 references

The law of large numbers and the central limit theorem in Banach spaces

0 references

Testing the stability of the functional autoregressive process

0 references

Inference for functional data with applications

0 references

Detecting changes in functional linear models

0 references

Functional linear discriminant analysis for irregularly sampled curves

0 references

Principal component models for sparse functional data

0 references

Clustering for Sparsely Sampled Functional Data

0 references

Q5633118

0 references

Factor models and variable selection in high-dimensional regression analysis

0 references

Q4197095

0 references

Probability in Banach spaces. Isoperimetry and processes

0 references

DD-Classifier: Nonparametric Classification Procedure Based onDD-Plot

0 references

Gaussian processes: Inequalities, small ball probabilities and applications

0 references

Uniform convergence rates for nonparametric regression and principal component analysis in functional/longitudinal data

0 references

Logistic Regression With Brownian-Like Predictors

0 references

Robust principal component analysis for functional data. (With comments)

0 references

On the Concept of Depth for Functional Data

0 references

Linear estimators and measurable linear transformations on a Hilbert space

0 references

Q3496342

0 references

Brownian Motion

0 references

Q5821524

0 references

Functional Modelling and Classification of Longitudinal Data*

0 references

The bootstrap: Some large sample theory and connections with robustness

0 references

Q4839388

0 references

PLS regression on a stochastic process

0 references

PLS classification on functional data

0 references

Applied functional data analysis. Methods and case studies

0 references

Functional Data Analysis with R and MATLAB

0 references

Functional data analysis.

0 references

Functional Principal Component Regression and Functional Partial Least Squares

0 references

Q5701057

0 references

Q4272617

0 references

Some high-dimensional tests for a one-way MANOVA

0 references

CATS

0 references

Spatial depth-based classification for functional data

0 references

Uniform Donsker classes of functions

0 references

An extension of Fisher's discriminant analysis for stochastic processes

0 references

Smoothed functional principal components analysis by choice of norm

0 references

On the asymptotic accuracy of Efron's bootstrap

0 references

Optimal rates of convergence for nonparametric estimators

0 references

Q4864293

0 references

Weak convergence and empirical processes. With applications to statistics

0 references

Q5720529

0 references

On equivalence of Gaussian measures

0 references

The multivariate L 1 -median and associated data depth

0 references

Q4096284

0 references

Exponential inequalities for sums of random vectors

0 references

Joint modelling of paired sparse functional data using principal components

0 references

General notions of statistical depth function.

0 references

Identifiers

zbMATH Open document ID

1278.62012

0 references

Mathematics Subject Classification ID

0 references

0 references

0 references

0 references

10.1016/J.JSPI.2013.04.002

0 references

Sitelinks

Mathematics(1 entry)

mardi Publication:389287