Evidence map›Paper›PMID 32581623›Full record

ArticleEnvironmetrics2018

Adaptive predictive principal components for modeling multivariate air pollution.

Maitreyee Bose, Timothy Larson, Adam A Szpiro

Abstract read
In one paragraph

Article in Environmetrics, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

3 authors.

Maitreyee BoseUniversity of Washington, Seattle, USA.
Timothy LarsonUniversity of Washington, Seattle, USA.
Adam A SzpiroUniversity of Washington, Seattle, USA.

Funding

Biostatistics, Epidemiologic & Bioinformatic Training in Environmental HealthT32ES015459 · NIEHS · UNIVERSITY OF WASHINGTON · PI June T. Spector · 2009 to 2026
$10.6M
Prenatal and Early Childhood Pathways To Health:  An Integrated Model of Chemical and Social Exposures, Biological Mechanisms, and Sex-Specific Effects on Neurodevelopment and Respiratory OutcomesUG3OD023271 · OD · UNIVERSITY OF WASHINGTON · PI BUSH, NICOLE RENEE, KARR, CATHERINE J · 2016 to 2017
$5.1M
Dimension reduction for spatially misaligned data, with application to air pollution epidemiologyR21ES024894 · NIEHS · UNIVERSITY OF WASHINGTON · PI SZPIRO, ADAM A · 2015 to 2016
$425k
NIEHS NIH HHS R21 ES024894NIEHS NIH HHS T32 ES015459NIH HHS UG3 OD023271
6 · The paper itself

Abstract

Air pollution monitoring locations are typically spatially misaligned with locations of participants in a cohort study, so to analyze pollution-health associations, exposures must be predicted at subject locations. For a pollution measure like PM

Indexed as

dimension reductionMulticomponent pollutionpartial least squarespredictionspatial misalignment

Identifiers

PMID32581623
PMCPMC7313718

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.