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Consistency and inconsistency in network meta‐analysis: model estimation using multivariate meta‐regression

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Explaining heterogeneity in meta-analysis: a comparison of methods
inferredcites →https://doi.org/10.1002/jrsm.1044openalex-snapshot
Consistency and inconsistency in network meta‐analysis: concepts and models for multi‐arm studies
inferredcites →https://doi.org/10.1002/jrsm.1059openalex-snapshot
Linear inference for mixed treatment comparison meta‐analysis: a two‐stage approach
inferredcites →https://doi.org/10.1002/jrsm.34openalex-snapshot
Linear inference for mixed treatment comparison meta-analysis: A two-stage approach
inferredcites →https://doi.org/10.1002/sim.1040openalex-snapshot
Advanced methods in meta‐analysis: multivariate approach and meta‐regression
inferredcites →https://doi.org/10.1002/sim.1201openalex-snapshot
Network meta‐analysis for indirect treatment comparisons
inferredcites →https://doi.org/10.1002/sim.1761openalex-snapshot
What to add to nothing? Use and avoidance of continuity corrections in meta‐analysis of sparse data
inferredcites →https://doi.org/10.1002/sim.2112openalex-snapshot
How vague is vague? A simulation study of the impact of the use of vague prior distributions in MCMC using WinBUGS
inferredcites →https://doi.org/10.1002/sim.3767openalex-snapshot
Checking consistency in mixed treatment comparison meta‐analysis
inferredcites →https://doi.org/10.1002/sim.4040openalex-snapshot
Random effects meta-analysis of event outcome in the framework of the generalized linear mixed model with applications in sparse data
inferredcites →https://doi.org/10.1002/sim.4172openalex-snapshot
Multivariate meta‐analysis: Potential and promise
inferredcites →https://doi.org/10.1002/sim.4247openalex-snapshot
Rejoinder to commentaries on ‘Multivariate meta‐analysis: Potential and promise’
inferredcites →https://doi.org/10.1016/j.jclinepi.2007.03.016openalex-snapshot
The binomial distribution of meta-analysis was preferred to model within-study variability
inferredcites →https://doi.org/10.1016/j.jclinepi.2008.10.001openalex-snapshot
A case study of multiple-treatments meta-analysis demonstrates that covariates should be considered
inferredcites →https://doi.org/10.1016/j.jclinepi.2010.03.016openalex-snapshot
Graphical methods and numerical summaries for presenting results from multiple-treatment meta-analysis: an overview and tutorial
inferredcites →https://doi.org/10.1023/a:1008929526011openalex-snapshot
WinBUGS - A Bayesian modelling framework: Concepts, structure, and extensibility
inferredcites →https://doi.org/10.1080/10618600.1998.10474787openalex-snapshot
General Methods for Monitoring Convergence of Iterative Simulations
inferredcites →https://doi.org/10.1093/biostatistics/kxp032openalex-snapshot
Modeling between-trial variance structure in mixed treatment comparisons
inferredcites →https://doi.org/10.1111/1467-9868.00353openalex-snapshot
Bayesian Measures of Model Complexity and Fit
inferredcites →https://doi.org/10.1111/j.1467-985x.2008.00552.xopenalex-snapshot
A Re-Evaluation of Random-Effects Meta-Analysis
inferredcites →https://doi.org/10.1136/bmj.309.6965.1351openalex-snapshot
Systematic Review: Why sources of heterogeneity in meta-analysis should be investigated
inferredcites →https://doi.org/10.1136/bmj.331.7521.897openalex-snapshot
Simultaneous comparison of multiple treatments: combining direct and indirect evidence
inferredcites →https://doi.org/10.1136/bmj.b1147openalex-snapshot
Methodological problems in the use of indirect comparisons for evaluating healthcare interventions: survey of published systematic reviews
inferredcites →https://doi.org/10.1136/bmj.d549openalex-snapshot
Interpretation of random effects meta-analyses
inferredcites →https://doi.org/10.1177/0962280207080643openalex-snapshot
Evaluation of networks of randomized trials
inferredcites →https://doi.org/10.1177/1536867x0900900103openalex-snapshot
Multivariate Random-effects Meta-analysis
inferredcites →https://doi.org/10.1177/1536867x1101100206openalex-snapshot
Multivariate Random-effects Meta-regression: Updates to Mvmeta
inferredcites →https://doi.org/10.1198/016214505000001302openalex-snapshot
Assessing Evidence Inconsistency in Mixed Treatment Comparisons
inferredcites →https://doi.org/10.2307/1390675openalex-snapshot
General Methods for Monitoring Convergence of Iterative Simulations

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Internet-Delivered Psychological Treatments for Post-Traumatic Stress Disorder and Comorbid Mental Health Problems in Adults: A Systematic Review and Network Meta-Analysis
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inferred← citeshttps://doi.org/10.1002/14651858.cd010844.pub2openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/14651858.cd011004openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/14651858.cd011054openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/14651858.cd011054.pub2openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/14651858.cd011123.pub2openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/14651858.cd011381.pub2openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/14651858.cd011381.pub3openalex-snapshot
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Systemic pharmacological treatments for chronic plaque psoriasis: a network meta-analysis
inferred← citeshttps://doi.org/10.1002/14651858.cd011535.pub6openalex-snapshot
Systemic pharmacological treatments for chronic plaque psoriasis: a network meta-analysis
inferred← citeshttps://doi.org/10.1002/14651858.cd011535.pub7openalex-snapshot
Systemic pharmacological treatments for chronic plaque psoriasis: a network meta-analysis
inferred← citeshttps://doi.org/10.1002/14651858.cd011689.pub2openalex-snapshot
Uterotonic agents for preventing postpartum haemorrhage: a network meta-analysis
inferred← citeshttps://doi.org/10.1002/14651858.cd011689.pub3openalex-snapshot
Uterotonic agents for preventing postpartum haemorrhage: a network meta-analysis
inferred← citeshttps://doi.org/10.1002/14651858.cd011689.pub4openalex-snapshot
Uterotonic agents for preventing postpartum haemorrhage: a network meta-analysis
inferred← citeshttps://doi.org/10.1002/14651858.cd011769openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/14651858.cd011769.pub2openalex-snapshot
Pharmacological intervention for irritability, aggression, and self-injury in autism spectrum disorder (ASD)
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inferred← citeshttps://doi.org/10.1002/14651858.cd012364openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/14651858.cd012527openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/14651858.cd012583openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/14651858.cd012583.pub2openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/14651858.cd012602.pub2openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/14651858.cd012754.pub2openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/14651858.cd012999openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/14651858.cd013045openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/14651858.cd013205openalex-snapshot
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Topical treatments for eczema: a network meta-analysis
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Systemic treatments for eczema: a network meta-analysis
inferred← citeshttps://doi.org/10.1002/14651858.cd013206.pub2openalex-snapshot
Systemic treatments for eczema: a network meta-analysis
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Surgical interventions for treating intracapsular hip fractures in older adults: a network meta-analysis
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Surgical interventions for treating extracapsular hip fractures in adults: a network meta-analysis
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Surgical interventions for treating extracapsular hip fractures in older adults: a network meta-analysis
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New generation antidepressants for depression in children and adolescents: a network meta-analysis
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Prophylactic cyclo-oxygenase inhibitor drugs for the prevention of morbidity and mortality in preterm infants: a network meta-analysis
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inferred← citeshttps://doi.org/10.1002/14651858.cd016351openalex-snapshot
Insulin regimens for adults living with type 1 diabetes mellitus
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inferred← citeshttps://doi.org/10.1002/9781118445112.stat07909openalex-snapshot
Network Meta‐Analysis
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References
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Network Meta‐Analysis
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Comparative effect of chemoprevention in malaria infection during pregnancy: A network meta‐analysis
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Network Meta‐Analysis of Time‐to‐Event Endpoints With Individual Participant Data Using Restricted Mean Survival Time Regression
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Network meta‐analysis of novel and conventional sentinel lymph node biopsy techniques in breast cancer
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inferred← citeshttps://doi.org/10.1002/cl2.170openalex-snapshot
Protocol for a Systematic Review: Targeted School-Based Interventions for Improving Reading and Mathematics for Students With or At-Risk of Academic Difficulties in Grade 7 to 12: A Systematic Review
inferred← citeshttps://doi.org/10.1002/dmrr.3591openalex-snapshot
Exercise modalities for type 2 diabetes: A systematic review and network meta‐analysis of randomized trials
inferred← citeshttps://doi.org/10.1002/gps.5994openalex-snapshot
Management of cognitive frailty: A network meta‐analysis of randomized controlled trials
inferred← citeshttps://doi.org/10.1002/hep.30220openalex-snapshot
Comparison of Therapies for Primary Prevention of Esophageal Variceal Bleeding: A Systematic Review and Network Meta‐analysis
inferred← citeshttps://doi.org/10.1002/ijgo.70509openalex-snapshot
Diagnostic accuracy of combination of CA125 for endometriosis: A network meta‐analysis
inferred← citeshttps://doi.org/10.1002/jcb.26288openalex-snapshot
Evaluation of short‐term effectiveness of eight targeted agents combined with chemotherapy for treating esophageal‐gastric junction adenocarcinoma: A network meta‐analysis
inferred← citeshttps://doi.org/10.1002/jcph.2365openalex-snapshot
Comparative Efficacy and Safety of Antidepressants for Patients with Chronic Back Pain: A Network Meta‐Analysis
inferred← citeshttps://doi.org/10.1002/jnr.25380openalex-snapshot
The Endocannabinoid System in Alzheimer's Disease: A Network Meta‐Analysis
inferred← citeshttps://doi.org/10.1002/jrsm.1037openalex-snapshot
Indirect and mixed‐treatment comparison, network, or multiple‐treatments meta‐analysis: many names, many benefits, many concerns for the next generation evidence synthesis tool
inferred← citeshttps://doi.org/10.1002/jrsm.1044openalex-snapshot
Consistency and inconsistency in network meta‐analysis: concepts and models for multi‐arm studies
inferred← citeshttps://doi.org/10.1002/jrsm.1085openalex-snapshot
Assessing key assumptions of network meta‐analysis: a review of methods
inferred← citeshttps://doi.org/10.1002/jrsm.1122openalex-snapshot
Combining randomized and non‐randomized evidence in clinical research: a review of methods and applications
inferred← citeshttps://doi.org/10.1002/jrsm.1129openalex-snapshot
Multivariate meta‐analysis using individual participant data
inferred← citeshttps://doi.org/10.1002/jrsm.1153openalex-snapshot
A Bayesian missing data framework for generalized multiple outcome mixed treatment comparisons
inferred← citeshttps://doi.org/10.1002/jrsm.1162openalex-snapshot
Approximate confidence intervals for moment‐based estimators of the between‐study variance in random effects meta‐analysis
inferred← citeshttps://doi.org/10.1002/jrsm.1188openalex-snapshot
The design‐by‐treatment interaction model: a unifying framework for modelling loop inconsistency in network meta‐analysis
inferred← citeshttps://doi.org/10.1002/jrsm.1195openalex-snapshot
GetReal in network meta‐analysis: a review of the methodology
inferred← citeshttps://doi.org/10.1002/jrsm.1244openalex-snapshot
Paule‐Mandel estimators for network meta‐analysis with random inconsistency effects
inferred← citeshttps://doi.org/10.1002/jrsm.1246openalex-snapshot
Diagnostics for generalized linear hierarchical models in network meta‐analysis
inferred← citeshttps://doi.org/10.1002/jrsm.1257openalex-snapshot
Network meta‐analysis including treatment by covariate interactions: Consistency can vary across covariate values
inferred← citeshttps://doi.org/10.1002/jrsm.1270openalex-snapshot
Resolve conflicting rankings of outcomes in network meta‐analysis: Partial ordering of treatments
inferred← citeshttps://doi.org/10.1002/jrsm.1274openalex-snapshot
An improved method for bivariate meta‐analysis when within‐study correlations are unknown
inferred← citeshttps://doi.org/10.1002/jrsm.1300openalex-snapshot
A framework for identifying treatment‐covariate interactions in individual participant data network meta‐analysis
inferred← citeshttps://doi.org/10.1002/jrsm.1304openalex-snapshot
Statistical approaches to adjusting weights for dependent arms in network meta‐analysis
inferred← citeshttps://doi.org/10.1002/jrsm.1327openalex-snapshot
Assessing the consistency assumptions underlying network meta‐regression using aggregate data
inferred← citeshttps://doi.org/10.1002/jrsm.1397openalex-snapshot
A comparison of Bayesian and frequentist methods in random‐effects network meta‐analysis of binary data
inferred← citeshttps://doi.org/10.1002/jrsm.1454openalex-snapshot
Degree irregularity and rank probability bias in network meta‐analysis
inferred← citeshttps://doi.org/10.1002/jrsm.1455openalex-snapshot
Outlier detection and influence diagnostics in network meta‐analysis
inferred← citeshttps://doi.org/10.1002/jrsm.1466openalex-snapshot
Alternative weighting schemes when performing matching‐adjusted indirect comparisons
inferred← citeshttps://doi.org/10.1002/jrsm.1531openalex-snapshot
Reporting of Cochrane systematic review protocols with network meta‐analyses—A scoping review
inferred← citeshttps://doi.org/10.1002/jrsm.1590openalex-snapshot
Estimating interactions and subgroup‐specific treatment effects in meta‐analysis without aggregation bias: A within‐trial framework
inferred← citeshttps://doi.org/10.1002/jrsm.1614openalex-snapshot
Bias propagation in network meta‐analysis models
inferred← citeshttps://doi.org/10.1002/jrsm.1651openalex-snapshot
Improved methods to construct prediction intervals for network meta‐analysis
inferred← citeshttps://doi.org/10.1002/jrsm.1652openalex-snapshot
Kenward‐Roger–type corrections for inference methods of network meta‐analysis and meta‐regression
inferred← citeshttps://doi.org/10.1002/jrsm.1681openalex-snapshot
Four alternative methodologies for simulated treatment comparison: How could the use of simulation be re‐invigorated?
inferred← citeshttps://doi.org/10.1002/jrsm.1683openalex-snapshot
Network meta analysis to predict the efficacy of an approved treatment in a new indication
inferred← citeshttps://doi.org/10.1002/jrsm.1700openalex-snapshot
Twenty years of network meta‐analysis: Continuing controversies and recent developments
inferred← citeshttps://doi.org/10.1002/jrsm.1734openalex-snapshot
A comparison of two models for detecting inconsistency in network meta‐analysis
inferred← citeshttps://doi.org/10.1002/jrsm.1744openalex-snapshot
Two decades of network meta‐analysis: Roadmap to their applications and challenges
inferred← citeshttps://doi.org/10.1002/jrsm.1760openalex-snapshot
Visualizing the assumptions of network meta‐analysis
inferred← citeshttps://doi.org/10.1002/mdb2.70052openalex-snapshot
Comparative Effects of Angiotensin Receptor Blockers on Blood Pressure and Serum Urate in Patients With Hypertension and Hyperuricaemia: A Systematic Review and Network Meta‐Analysis
inferred← citeshttps://doi.org/10.1002/nau.23893openalex-snapshot
Which anticholinergic is best for people with overactive bladders? A network meta‐analysis
inferred← citeshttps://doi.org/10.1002/ncp.10663openalex-snapshot
Comparative effectiveness of liquid human milk fortifiers: A systematic review and meta‐analysis
inferred← citeshttps://doi.org/10.1002/nop2.1310openalex-snapshot
Technology‐based innovative healthcare solutions for improving maternal and child health outcomes in low‐ and middle‐income countries: A network meta‐analysis protocol
inferred← citeshttps://doi.org/10.1002/pmrj.13417openalex-snapshot
Comparative efficacy and acceptability of different intensity levels of extracorporeal shock wave therapy in adults with plantar heel pain: A systematic review and network meta‐analysis
inferred← citeshttps://doi.org/10.1002/sim.5745openalex-snapshot
Bayesian multivariate meta‐analysis with multiple outcomes
inferred← citeshttps://doi.org/10.1002/sim.6188openalex-snapshot
A design‐by‐treatment interaction model for network meta‐analysis with random inconsistency effects
inferred← citeshttps://doi.org/10.1002/sim.6321openalex-snapshot
A selection model for accounting for publication bias in a full network meta‐analysis
inferred← citeshttps://doi.org/10.1002/sim.6493openalex-snapshot
Multivariate meta‐analysis of prognostic factor studies with multiple cut‐points and/or methods of measurement
inferred← citeshttps://doi.org/10.1002/sim.6509openalex-snapshot
Detecting outlying trials in network meta‐analysis
inferred← citeshttps://doi.org/10.1002/sim.6519openalex-snapshot
Incorporation of individual‐patient data in network meta‐analysis for multiple continuous endpoints, with application to diabetes treatment
inferred← citeshttps://doi.org/10.1002/sim.6608openalex-snapshot
Planning future studies based on the precision of network meta‐analysis results
inferred← citeshttps://doi.org/10.1002/sim.6752openalex-snapshot
Extending DerSimonian and Laird's methodology to perform network meta‐analyses with random inconsistency effects
inferred← citeshttps://doi.org/10.1002/sim.6789openalex-snapshot
Inference for correlated effect sizes using multiple univariate meta‐analyses
inferred← citeshttps://doi.org/10.1002/sim.6938openalex-snapshot
Hierarchical Bayesian approaches for detecting inconsistency in network meta-analysis
inferred← citeshttps://doi.org/10.1002/sim.70160openalex-snapshot
Time‐Varying Bayesian Network Meta‐Analysis
inferred← citeshttps://doi.org/10.1002/sim.7090openalex-snapshot
Implementing informative priors for heterogeneity in meta‐analysis using meta‐regression and pseudo data
inferred← citeshttps://doi.org/10.1002/sim.7187openalex-snapshot
Quantifying indirect evidence in network meta‐analysis
inferred← citeshttps://doi.org/10.1002/sim.7578openalex-snapshot
Bartlett‐type corrections and bootstrap adjustments of likelihood‐based inference methods for network meta‐analysis
inferred← citeshttps://doi.org/10.1002/sim.8158openalex-snapshot
Network meta‐analysis of rare events using the Mantel‐Haenszel method
inferred← citeshttps://doi.org/10.1002/sim.8360openalex-snapshot
A comparison of arm‐based and contrast‐based models for network meta‐analysis
inferred← citeshttps://doi.org/10.1002/sim.8362openalex-snapshot
An extended mixed‐effects framework for meta‐analysis
inferred← citeshttps://doi.org/10.1002/sim.8383openalex-snapshot
Identifying inconsistency in network meta‐analysis: Is the net heat plot a reliable method?
inferred← citeshttps://doi.org/10.1002/sim.9145openalex-snapshot
A forward search algorithm for detecting extreme study effects in network meta‐analysis
inferred← citeshttps://doi.org/10.1002/sim.9626openalex-snapshot
Adjusted closed‐form confidence interval formulas for network meta‐analysis with a small number of studies
inferred← citeshttps://doi.org/10.1002/sim.9872openalex-snapshot
A new approach to evaluating loop inconsistency in network meta‐analysis
inferred← citeshttps://doi.org/10.1002/uog.15900openalex-snapshot
Surgical treatment for hydrosalpinx prior to in‐vitro fertilization embryo transfer: a network meta‐analysis
inferred← citeshttps://doi.org/10.1002/uog.21884openalex-snapshot
Effect on perinatal outcome of prophylactic antibiotics in preterm prelabor rupture of membranes: network meta‐analysis of randomized controlled trials
inferred← citeshttps://doi.org/10.1007/978-1-0716-1566-9_14openalex-snapshot
Software to Conduct a Meta-Analysis and Network Meta-Analysis
inferred← citeshttps://doi.org/10.1007/978-3-030-79731-7_10openalex-snapshot
Designing Phase 4 Trials
inferred← citeshttps://doi.org/10.1007/978-3-031-11012-2_5openalex-snapshot
Evidence-Informed Public Health, Systematic Reviews and Meta-Analysis
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Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.