Evidence map›Paper›PMID 33833478›Full record

ArticleSankhya. Series B. [Methodological.]2018

A Blockwise Consistency Method for Parameter Estimation of Complex Models.

Runmin Shi, Faming Liang, Qifan Song, Ye Luo, Malay Ghosh

Abstract read
In one paragraph

Article in Sankhya. Series B. [Methodological.], 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

5 authors.

Runmin ShiDepartment of Statistics, University of Florida, Gainesville, FL 32611.
Faming LiangDepartment of Statistics, Purdue University, West Lafayette, IN 47906.
Qifan SongDepartment of Statistics, Purdue University, West Lafayette, IN 47907.
Ye LuoDepartment of Economics, University of Florida, Gainesville, FL 32611.
Malay GhoshUniversity of Florida, Gainesville, FL 32611.

Funding

An Imputation-Consistency Algorithm for Biomedical Complex Data AnalysisR01GM126089 · NIGMS · PURDUE UNIVERSITY · PI LIANG, FAMING · 2018 to 2021
$1.2M
Equivalent Partial Correlation Methods for Integrative Genetic Network Analysis R01GM117597 · NIGMS · UNIVERSITY OF FLORIDA · PI LIANG, FAMING · 2015 to 2017
$1.0M
NIGMS NIH HHS R01 GM117597NIGMS NIH HHS R01 GM126089
6 · The paper itself

Abstract

The drastic improvement in data collection and acquisition technologies has enabled scientists to collect a great amount of data. With the growing dataset size, typically comes a growing complexity of data structures and of complex models to account for the data structures. How to estimate the parameters of complex models has put a great challenge on current statistical methods. This paper proposes a

Indexed as

Coordinate DescentGaussian Graphical ModelMultivariate RegressionPrecision MatrixVariable Selection

Identifiers

PMID33833478
PMCPMC8026010

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.