Evidence map›Paper›PMID 39372671›Full record

ArticleLinear algebra and its applications2024

Inference on the Eigenvalues of the Normalized Precision Matrix.

Luke Duttweiler, Anthony Almudevar

Abstract read
In one paragraph

Article in Linear algebra and its applications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Luke Duttweiler
Anthony Almudevar

Funding

GRADUATE TRAINING IN BIOSTATISTICST32ES007142 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI Brent Andrew Coull · 1985 to 2026
$11.9M
TRAINING IN ENVIRONMENTAL HEALTH SCIENCES BIOSTATISTICST32ES007271 · NIEHS · UNIVERSITY OF ROCHESTER · PI Sally W Thurston · 1992 to 2026
$3.9M
NIEHS NIH HHS T32 ES007142NIEHS NIH HHS T32 ES007271
6 · The paper itself

Abstract

Recent developments in the spectral theory of Bayesian Networks has led to a need for a developed theory of estimation and inference on the eigenvalues of the normalized precision matrix,

Indexed as

47A5562H12 (Primary)Asymptotic distributionEigenvalue estimationMatrix perturbationNormalized inverse covarianceStein-type shrinkage

Identifiers

PMID39372671
PMCPMC11449047

What OpenQuestion holds

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Registered trials

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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.