Evidence map›Paper›PMID 26924939›Full record

ArticleJournal of the Royal Statistical Society. Series B, Statistical methodology2016

Joint Estimation of Multiple Graphical Models from High Dimensional Time Series.

Huitong Qiu, Fang Han, Han Liu, Brian Caffo

Abstract read
In one paragraph

Article in Journal of the Royal Statistical Society. Series B, Statistical methodology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.

0numbers the graph read from it
0cells of the map it votes in
27citing 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

27 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Conditional Functional Graphical Models.Journal of the American Statistical Association · 2023
    Article
  6. Article
  7. Penalized model-based clustering of fMRI data.Biostatistics (Oxford, England) · 2022
    Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Network Modeling in Biology: Statistical Methods for Gene and Brain Networks.Statistical science : a review journal of the Institute of Mathematical Statistics · 2021
    Article
  14. Bayesian Joint Modeling of Multiple Brain Functional Networks.Journal of the American Statistical Association · 2021
    Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. 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

4 authors.

Huitong QiuJohns Hopkins University, Baltimore, USA.
Fang HanJohns Hopkins University, Baltimore, USA.
Han LiuPrinceton University, Princeton, USA.
Brian CaffoJohns Hopkins University, Baltimore, USA.

Funding

TR&D 4: Algorithms for functional and anatomical brain analysisP41EB015909 · NIBIB · HUGO W. MOSER RES INST KENNEDY KRIEGER · PI VAN ZIJL, PETER CM · 2012 to 2020
$13.1M
Statistical Methods for Multilevel Multivariate Functional StudiesR01NS060910 · NINDS · JOHNS HOPKINS UNIVERSITY · PI Ciprian M Crainiceanu · 2009 to 2026
$8.3M
Statistical methods for large n and p problemsR01EB012547 · NIBIB · JOHNS HOPKINS UNIVERSITY · PI CAFFO, BRIAN SCOTT · 2010 to 2016
$2.1M
Statistical methods for biosignals with varying domainsR01HL123407 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI CRAINICEANU, CIPRIAN M · 2014 to 2017
$1.6M
Large-Scale Semiparametric Graphical Models with Applications to NeuroscienceR01MH102339 · NIMH · PRINCETON UNIVERSITY · PI LIU, HAN · 2014 to 2017
$1.2M
NHLBI NIH HHS R01 HL123407NIBIB NIH HHS P41 EB015909NIBIB NIH HHS R01 EB012547NIMH NIH HHS R01 MH102339NINDS NIH HHS R01 NS060910
6 · The paper itself

Abstract

In this manuscript we consider the problem of jointly estimating multiple graphical models in high dimensions. We assume that the data are collected from

Indexed as

Conditional independenceGraphical modelHigh dimensional dataRate of convergenceTime series

Identifiers

PMID26924939
PMCPMC4767508

What OpenQuestion holds

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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.