Evidence map›Paper›PMID 35069963›Full record

ArticleThe annals of applied statistics2021

Scalable penalized spatiotemporal land-use regression for ground-level nitrogen dioxide.

Kyle P Messier, Matthias Katzfuss

Abstract read
In one paragraph

Article in The annals of applied statistics, 2021. 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. Percolation-Driven NOSensors (Basel, Switzerland) · 2026
    Article
  2. A review of geospatial exposure models and approaches for health data integration.Journal of exposure science & environmental epidemiology · 2025
    Review
  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

2 authors.

Kyle P MessierNational Toxicology Program, National Institute of Environmental Health Sciences.
Matthias KatzfussDepartment of Statistics, Texas A&M University.

Funding

Spatiotemporal Risk Assessment Modeling of Chemical MixturesK99ES029523 · NIEHS · OREGON STATE UNIVERSITY · PI MESSIER, KYLE PHILIP · 2018 to 2019
$250k
Intramural NIH HHS Z99 ES999999NIEHS NIH HHS K99 ES029523
6 · The paper itself

Abstract

Nitrogen dioxide (NO

Indexed as

air pollutionGaussian processgeneral Vecchia approximationKrigingspatial statisticsvariable selection

Identifiers

PMID35069963
PMCPMC8774268

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.