Individual participant data meta-analysis for a binary outcome: one-stage or two-stage? (Q21559668)

25 August 2022

2

Karel G M

Moons

Karel G M Moons

1 reference

25 August 2022

4

Hendrik

Koffijberg

Hendrik Koffijberg

1 reference

25 August 2022

author name string

Ghada Mohammed Abdallah Abo-Zaid

series ordinal

3

author given names

Ghada Mohammed Abdallah

author last names

Abo-Zaid

1 reference

25 August 2022

Richard David Riley

series ordinal

5

author given names

Richard David

author last names

Riley

1 reference

Creative Commons Attribution 4.0 International

25 August 2022

language of work or name

English

0 references

publication date

2013

0 references

published in

PLOS One

0 references

volume

8

0 references

issue

4

0 references

page(s)

e60650

0 references

copyright license

start time

9 April 2013

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

0 references

cites work

Statistical analysis of individual participant data meta-analyses: a comparison of methods and recommendations for practice

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Reporting and methods in clinical prediction research: a systematic review

19 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Meta-analysis in clinical trials

19 March 2017

2 references

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

19 March 2017

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Issues in the selection of a summary statistic for meta-analysis of clinical trials with binary outcomes

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

A comparison of statistical methods for meta-analysis

19 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Prognosis Research Strategy (PROGRESS) 2: prognostic factor research

19 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Meta-analysis of a binary outcome using individual participant data and aggregate data

19 March 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Individual participant data meta-analyses should not ignore clustering

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Prognosis research strategy (PROGRESS) 1: a framework for researching clinical outcomes

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

A framework for developing, implementing, and evaluating clinical prediction models in an individual participant data meta-analysis

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Aggregating published prediction models with individual participant data: a comparison of different approaches

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Individual participant data meta-analysis of prognostic factor studies: state of the art?

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Individual patient data meta-analysis of survival data using Poisson regression models

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

A practical introduction to multivariate meta-analysis.

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Multivariate meta-analysis: potential and promise

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Random effects meta-analysis of event outcome in the framework of the generalized linear mixed model with applications in sparse data

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Statistical methods for the time-to-event analysis of individual participant data from multiple epidemiological studies

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Comparison of one-step and two-step meta-analysis models using individual patient data

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Meta-analysis of individual participant data: rationale, conduct, and reporting

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Extending DerSimonian and Laird's methodology to perform multivariate random effects meta-analyses

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Criteria for evaluation of novel markers of cardiovascular risk: a scientific statement from the American Heart Association

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Coronary artery bypass surgery compared with percutaneous coronary interventions for multivessel disease: a collaborative analysis of individual patient data from ten randomised trials.

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Meta-analysis of individual patient data versus aggregate data from longitudinal clinical trials

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Systematically missing confounders in individual participant data meta-analysis of observational cohort studies

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

The interpretation of systematic reviews with meta-analyses: an objective or subjective process?

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Meta-analysis of continuous outcomes combining individual patient data and aggregate data

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Almost all articles on cancer prognostic markers report statistically significant results

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Recent developments in meta-analysis.

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Meta-analysis of individual- and aggregate-level data.

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Bivariate random-effects meta-analysis and the estimation of between-study correlation

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Much ado about nothing: a comparison of the performance of meta-analytical methods with rare events.

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

An evaluation of bivariate random-effects meta-analysis for the joint synthesis of two correlated outcomes.

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Meta-analysis of individual patient data from randomized trials: a review of methods used in practice.

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Primer: an evidence-based approach to prognostic markers

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

In search of fewer independent risk factors

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Prognostic factors. Confusion caused by bad quality design, analysis and reporting of many studies

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

What to add to nothing? Use and avoidance of continuity corrections in meta-analysis of sparse data

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Methodologic issues in systematic reviews and meta-analyses

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Reporting of prognostic markers: current problems and development of guidelines for evidence-based practice in the future

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

To IPD or not to IPD? Advantages and disadvantages of systematic reviews using individual patient data

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Advanced methods in meta-analysis: multivariate approach and meta-regression.

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Individual patient- versus group-level data meta-regressions for the investigation of treatment effect modifiers: ecological bias rears its ugly head

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Systematic reviews of evaluations of prognostic variables

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

On the equivalence of meta-analysis using literature and using individual patient data

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Prognostic models based on literature and individual patient data in logistic regression analysis

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Predicting the future: a critical appraisal of cancer prognosis studies

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Meta-analysis: formulating, evaluating, combining, and reporting

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Comparison of Meta-Analysis Versus Analysis of Variance of Individual Patient Data

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

A likelihood approach to meta-analysis with random effects

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Practical methodology of meta-analyses (overviews) using updated individual patient data. Cochrane Working Group

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Meta-analysis of the literature or of individual patient data: is there a difference?

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

A basic introduction to fixed-effect and random-effects models for meta-analysis

12 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

A method of moments estimator for random effect multivariate meta-analysis

27 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Predicting clinical states in individual patients

27 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Ten steps towards improving prognosis research.

27 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

A re-evaluation of random-effects meta-analysis.

30 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Variation in baseline risk as an explanation of heterogeneity in meta-analysis

30 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Statistical aspects of prognostic factor studies in oncology

30 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3621872

Interpretation of random effects meta-analyses.

30 May 2018

1 reference

https://api.crossref.org/works/10.1371/JOURNAL.PONE.0060650

A solution to the problem of separation in logistic regression.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371/JOURNAL.PONE.0060650

Sparse multinomial logistic regression: fast algorithms and generalization bounds

21 January 2018

1 reference

https://api.crossref.org/works/10.1371/JOURNAL.PONE.0060650

Estimating Multilevel Logistic Regression Models When the Number of Clusters is Low: A Comparison of Different Statistical Software Procedures

21 January 2018

1 reference

https://api.crossref.org/works/10.1371/JOURNAL.PONE.0060650

Prognosis research: toward evidence-based results and a Cochrane methods group

21 January 2018

1 reference

https://pubmed.ncbi.nlm.nih.gov/23585842

12 December 2020

inferred from PubMed ID database lookup

Prognosis and prognostic research: what, why, and how?

1 reference

https://pubmed.ncbi.nlm.nih.gov/23585842

12 December 2020

inferred from PubMed ID database lookup

Criteria for scientific evaluation of novel markers: a perspective

1 reference

https://pubmed.ncbi.nlm.nih.gov/23585842

12 December 2020

inferred from PubMed ID database lookup

On the existence of maximum likelihood estimates in logistic regression models

1 reference

https://api.crossref.org/works/10.1371/JOURNAL.PONE.0060650

7 January 2021

inferred from DOI database lookup

Identifiers

DOI

10.1371/JOURNAL.PONE.0060650

1 reference

ADS bibcode

2013PLoSO...860650D

0 references

1 reference

1 reference

1 reference