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Adaptive log-density estimation (Q2131904)

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Language	Label	Description	Also known as
English	Adaptive log-density estimation	scientific article

Statements

scholarly article

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Adaptive log-density estimation (English)

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Journal of the Korean Statistical Society

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publication date

27 April 2022

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zbMATH Keywords

\( \ell_1\) penalty

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log-density estimation

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minimax adaptivity

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model selection consistency

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oracle inequality

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wavelet basis

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describes a project that uses

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MaRDI profile type

MaRDI publication profile

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full work available at URL

https://doi.org/10.1007/s42952-019-00018-8

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A new look at the statistical model identification

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Regularization of Wavelet Approximations

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A bound on the financial value of information

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Minimum complexity density estimation

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Approximation of density functions by sequences of exponential families

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Density estimation by the penalized combinatorial method

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Log-density Deconvolution by Wavelet Thresholding

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Consistent covariate selection and post model selection inference in semiparametric regression.

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Honest variable selection in linear and logistic regression models via \(\ell _{1}\) and \(\ell _{1}+\ell _{2}\) penalization

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Sparse Density Estimation with ℓ1 Penalties

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Sparsity oracle inequalities for the Lasso

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SPADES and mixture models

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I-divergence geometry of probability distributions and minimization problems

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Ten Lectures on Wavelets

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Nonparametric maximum likelihood estimation of probability densities by penalty function methods

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Stable recovery of sparse overcomplete representations in the presence of noise

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Density estimation by wavelet thresholding

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Pathwise coordinate optimization

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The elements of statistical learning. Data mining, inference, and prediction

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Density Estimation and Bump-Hunting by the Penalized Likelihood Method Exemplified by Scattering and Meteorite Data

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Nonparametric Roughness Penalties for Probability Densities

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Wavelets, approximation, and statistical applications

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Bivariate B-splines for tensor logspline density estimation

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Log-density estimation in linear inverse problems

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Wavelet density estimation by approximation of log-densities

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B-Spline deconvolution based on the Em algorithm

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A unified framework for high-dimensional analysis of \(M\)-estimators with decomposable regularizers

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Density Estimation With Confidence Sets Exemplified by Superclusters and Voids in the Galaxies

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On the estimation of a probability density function by the maximum penalized likelihood method

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Large-sample inference for log-spline models

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Convergence of a block coordinate descent method for nondifferentiable minimization

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Introduction to nonparametric estimation

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High-dimensional generalized linear models and the lasso

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Statistical Analysis of Financial Data in S-Plus

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Sharp Thresholds for High-Dimensional and Noisy Sparsity Recovery Using $\ell _{1}$-Constrained Quadratic Programming (Lasso)

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All of Nonparametric Statistics

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The sparsity and bias of the LASSO selection in high-dimensional linear regression

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Identifiers

zbMATH Open document ID

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Mathematics Subject Classification ID

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zbMATH DE Number

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10.1007/S42952-019-00018-8

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Sitelinks

Mathematics(1 entry)

mardi Publication:2131904

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