Evidence map›Paper›PMID 26823659›Full record

ArticleProceedings. American Statistical Association. Annual Meeting

Regularized Variance Estimation and Variance Stabilization of High Dimensional Data.

Jean-Eudes Dazard, J Sunil Rao

Open access · greenAbstract read
In one paragraph

Article in Proceedings. American Statistical Association. Annual Meeting. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.6field-weighted citation impact, top 26% of its field
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

2 citing papers in PubMed, 2 citations in OpenAlex.

  1. Journal of immunology (Baltimore, Md. : 1950) · 2019
    Article
  2. 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

2 authors at 1 institution in 1 country.

Jean-Eudes DazardDivision of Bioinformatics, Center for Proteomics and Bioinformatics, Case Western Reserve University. Cleveland, OH 44106, USA.
J Sunil RaoDivision of Biostatistics, Dept. of Epidemiology and Public Health, The University of Miami. Miami, FL 33136, USA.
University of Miami · US

Funding

TUMOR METABOLISM PROGRAMP30CA043703 · NCI · CASE WESTERN RESERVE UNIVERSITY · PI MARK R CHANCE · 1987 to 2026
$142.3M
Fence Methods for Mixed Model Selection: Theory and ApplicationsR01GM085205 · NIGMS · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI JIANG, JIMING, RAO, J SUNIL · 2010 to 2014
$1.4M
NCI NIH HHS P30 CA043703NIGMS NIH HHS R01 GM085205
6 · The paper itself

Abstract

Among the problems posed by high-dimensional datasets (so called

Indexed as

BioinformaticsInadmissibilityNormalizationRegularizationShrinkage EstimatorsVariance Stabilization

Identifiers

PMID26823659
PMCPMC4727967
OpenAlexW2461146674

What OpenQuestion holds

Textmetadata
LicenceTDM
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.