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Decorrelated Local Linear Estimator: Inference for Non-linear Effects in High-dimensional Additive Models

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Bibliographic Details
Published in:Journal of Machine Learning Research (JMLR)
Format: Online Article RSS Article
Published: 2026
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container_title Journal of Machine Learning Research (JMLR)
description
discipline_display Access Artificial Intelligence and Machine Learning
discipline_facet Access Artificial Intelligence and Machine Learning
format Online Article
RSS Article
genre Journal Article
id rss_article:85125
institution FRELIP
journal_source_facet Journal of Machine Learning Research (JMLR)
last_indexed 2026-06-20T21:41:21.451Z
publishDate 2026
publishDateSort 2026
record_format rss_article
spellingShingle Decorrelated Local Linear Estimator: Inference for Non-linear Effects in High-dimensional Additive Models
Access Artificial Intelligence and Machine Learning
General
Access Artificial Intelligence and Machine Learning
sub_discipline_display General
sub_discipline_facet General
subject_display Access Artificial Intelligence and Machine Learning
General
Access Artificial Intelligence and Machine Learning
subject_facet Access Artificial Intelligence and Machine Learning
General
Access Artificial Intelligence and Machine Learning
title Decorrelated Local Linear Estimator: Inference for Non-linear Effects in High-dimensional Additive Models
title_alt Estimador lineal local descorrelacionado: inferencia para efectos no lineales en modelos aditivos de alta dimensión
Estimateur linéaire local décorrélé : inférence pour les effets non linéaires dans les modèles additifs de haute dimension
Estimador Linear Local Decorrelacionado: Inferência para Efeitos Não Lineares em Modelos Aditivos de Alta Dimensão
title_auth Decorrelated Local Linear Estimator: Inference for Non-linear Effects in High-dimensional Additive Models
title_es_txt Estimador lineal local descorrelacionado: inferencia para efectos no lineales en modelos aditivos de alta dimensión
title_fr_txt Estimateur linéaire local décorrélé : inférence pour les effets non linéaires dans les modèles additifs de haute dimension
title_full Decorrelated Local Linear Estimator: Inference for Non-linear Effects in High-dimensional Additive Models
title_fullStr Decorrelated Local Linear Estimator: Inference for Non-linear Effects in High-dimensional Additive Models
title_full_unstemmed Decorrelated Local Linear Estimator: Inference for Non-linear Effects in High-dimensional Additive Models
title_pt_txt Estimador Linear Local Decorrelacionado: Inferência para Efeitos Não Lineares em Modelos Aditivos de Alta Dimensão
title_short Decorrelated Local Linear Estimator: Inference for Non-linear Effects in High-dimensional Additive Models
title_sort decorrelated local linear estimator: inference for non-linear effects in high-dimensional additive models
topic Access Artificial Intelligence and Machine Learning
General
Access Artificial Intelligence and Machine Learning
url http://jmlr.org/papers/v27/22-1436.html