Evidence map›Paper›PMID 35719742›Full record

ArticleThe R journal2018

rFSA: An R Package for Finding Best Subsets and Interactions.

Joshua Lambert, Liyu Gong, Corrine F Elliott, Katherine Thompson, Arnold Stromberg

Abstract read
In one paragraph

Article in The R journal, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Socioeconomic and Demographic Factors Effect in Association with Driver's Medical Services after Crashes.International journal of environmental research and public health · 2022
    Article
  10. Article
  11. The Supply of Calories, Proteins, and Fats in Low-Income Countries: A Four-Decade Retrospective Study.International journal of environmental research and public health · 2021
    Article
  12. 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.

Joshua LambertCollege of Nursing, Assistant Professor & Biostatistician, 214 Procter Hall, University of Cincinnati Cincinnati, OH, USA.
Liyu GongPost-Doctoral Scholar, Institute for Biomedical Informatics, University of Kentucky, Lexington, KY, USA.
Corrine F ElliottDepartment of Statistics, University of Kentucky, Lexington, KY, USA.ORCID 0000-0001-7935-9945
Katherine ThompsonDepartment of Statistics, Assistant Professor, 317 Multidisciplinary Science Building, University of Kentucky, Lexington, KY, USA.
Arnold StrombergDepartment of Statistics, Department Chair and Professor, 313 Multidisciplinary Science Building, University of Kentucky, Lexington, KY, USA.

Funding

WKU Lead Faculty AwardP20GM103436 · NIGMS · UNIVERSITY OF LOUISVILLE · PI ERIC C ROUCHKA · 2012 to 2026
$60.1M
ZEBRAFISH VISUAL FUNCTION RECOVERY FOLLOWING OPTIC NERVE DAMAGEP20RR016481 · NCRR · UNIVERSITY OF LOUISVILLE · PI BARTON, HAZEL A · 2001 to 2011
$34.8M
NCRR NIH HHS P20 RR016481NIGMS NIH HHS P20 GM103436
6 · The paper itself

Abstract

Herein we present the R package rFSA, which implements an algorithm for improved variable selection. The algorithm searches a data space for models of a user-specified form that are statistically optimal under a measure of model quality. Many iterations afford a set of

Identifiers

PMID35719742
PMCPMC9205535

What OpenQuestion holds

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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.