Evidence map›Paper›PMID 35847529›Full record

ArticleAnnals of statistics2020

MODEL ASSISTED VARIABLE CLUSTERING: MINIMAX-OPTIMAL RECOVERY AND ALGORITHMS.

Florentina Bunea, Christophe Giraud, Xi Luo, Martin Royer, Nicolas Verzelen

Abstract read
In one paragraph

Article in Annals of statistics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Optimal variable clustering for high-dimensional matrix valued data.Information and inference : a journal of the IMA · 2025
    Article
  2. Tree-based Node Aggregation in Sparse Graphical Models.Journal of machine learning research : JMLR · 2022
    Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Florentina BuneaDepartment of Statistical Science, Cornell University.
Christophe GiraudLaboratoire de Mathématiques d'Orsay, CNRS, Université Paris-Sud, Université Paris-Saclay.
Xi LuoDepartment of Biostatistics and Data Science, School of Public Health, University of Texas Health Science Center at Houston.
Martin RoyerLaboratoire de Mathématiques d'Orsay, CNRS, Université Paris-Sud, Université Paris-Saclay.
Nicolas VerzelenINRA, Montpellier SupAgro, MISTEA, Université de Montpellier.

Funding

Translational ScienceP30AI042853 · NIAID · MIRIAM HOSPITAL · PI LARRY K BROWN · 1998 to 2026
$51.7M
The neural basis of sequential control in human and non-human primatesP20GM103645 · NIGMS · BROWN UNIVERSITY · PI WORDEN, MICHAEL S · 2013 to 2022
$22.9M
Virology CoreP01AA019072 · NIAAA · BROWN UNIVERSITY · PI BECKER, SARA · 2010 to 2024
$19.7M
Large-scale Network Modeling for Brain Dynamics: Statistical Learning and OptimizationR01EB022911 · NIBIB · UNIVERSITY OF TEXAS HLTH SCI CTR HOUSTON · PI LUO, XI · 2016 to 2018
$1.2M
Brain Science Computer ClusterS10OD016366 · OD · BROWN UNIVERSITY · PI DONOGHUE, JOHN P · 2013 to 2013
$600k
NIAAA NIH HHS P01 AA019072NIAID NIH HHS P30 AI042853NIBIB NIH HHS R01 EB022911NIGMS NIH HHS P20 GM103645NIH HHS S10 OD016366
6 · The paper itself

Abstract

The problem of variable clustering is that of estimating groups of similar components of a

Indexed as

Convergence ratesconvex optimizationcovariance matriceshigh-dimensional inferencePrimary 62H30secondary 62C20

Identifiers

PMID35847529
PMCPMC9286061

What OpenQuestion holds

Textmetadata
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Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.