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scientific article; zbMATH DE number 7376780

Language	Label	Description	Also known as
English	No label defined	scientific article; zbMATH DE number 7376780

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scholarly article

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zbMATH Open document ID

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publication date

30 July 2021

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Mathematics Subject Classification ID

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zbMATH DE Number

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zbMATH Keywords

decorrelated score

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functional data

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functional linear regression

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high dimensions

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multiplier bootstrap

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describes a project that uses

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MaRDI profile type

MaRDI publication profile

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Simultaneous analysis of Lasso and Dantzig selector

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Prediction in functional linear regression

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Minimax and Adaptive Prediction for Functional Linear Regression

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

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Testing Hypotheses in the Functional Linear Model

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Functional linear model

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Gaussian approximation of suprema of empirical processes

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

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Principal component estimation of functional logistic regression: discussion of two different approaches

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Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties

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Nonconcave Penalized Likelihood With NP-Dimensionality

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Strong oracle optimality of folded concave penalized estimation

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Functional additive regression

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Testing and Confidence Intervals for High Dimensional Proportional Hazards Models

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Regression Analysis for a Functional Response

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Asymptotics for Lasso-type estimators.

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Methodology and convergence rates for functional linear regression

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On Properties of Functional Principal Components Analysis

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Minimax adaptive tests for the functional linear model

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Partially functional linear regression in high dimensions

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Adaptive Global Testing for Functional Linear Models

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Functional partial linear model

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Shrinkage estimation and selection for multiple functional regression

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A significance test for the lasso

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Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima

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High-dimensional graphs and variable selection with the Lasso

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Stability Selection

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Lasso-type recovery of sparse representations for high-dimensional data

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Generalized functional linear models

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Functional Additive Models

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A general theory of hypothesis tests and confidence regions for sparse high dimensional models

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Functional data analysis.

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Sparse Additive Models

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Functional Principal Component Regression and Functional Partial Least Squares

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Variable Selection with Error Control: Another Look at Stability Selection

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Nonparametric inference in generalized functional linear models

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On asymptotically optimal confidence regions and tests for high-dimensional models

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High-dimensional generalized linear models and the lasso

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Calibrating nonconvex penalized regression in ultra-high dimension

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Optimal computational and statistical rates of convergence for sparse nonconvex learning problems

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High-dimensional variable selection

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Functional linear regression analysis for longitudinal data

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A reproducing kernel Hilbert space approach to functional linear regression

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Model Selection and Estimation in Regression with Grouped Variables

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Nearly unbiased variable selection under minimax concave penalty

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Confidence Intervals for Low Dimensional Parameters in High Dimensional Linear Models

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Statistical inferences for functional data

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Some sharp performance bounds for least squares regression with \(L_1\) regularization

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Structured Functional Additive Regression in Reproducing Kernel Hilbert Spaces

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Mathematics(1 entry)

mardi Publication:5004058

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