ArticleMultivariate behavioral research
On Nonregularized Estimation of Psychological Networks.
Article in Multivariate behavioral research. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 53 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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.
Who cites it
53 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Meta-analytic Gaussian Network Aggregation.Psychometrika · 2022Pooled it
- Applied comparison of stepwise Cox and Cox-LASSO regression in selecting determinants of joint replacement: insights from the Geelong Osteoporosis Study.BMC musculoskeletal disorders · 2026Article
- Posttraumatic stress disorder symptom change in youth after trauma-focused cognitive behavioral therapy: Insights from cross-sectional and cross-lagged panel network analysis.Journal of traumatic stress · 2026Article
- Exploring interrelationships between cognition, functioning and quality of life in schizophrenia spectrum disorders: a Bayesian analysis of networks.European archives of psychiatry and clinical neuroscience · 2026Article
- Mapping Anxiety, Stress, Depression, Resilience and Happiness in the Adolescent Population: A Network Analysis and Comparison by Sex.European journal of investigation in health, psychology and education · 2026Article
- [Relationship between adolescent internet addiction and depressive symptoms: A longitudinal study based on a cross-lagged panel network models].Zhong nan da xue xue bao. Yi xue ban = Journal of Central South University. Medical sciences · 2026Article
- Observational
- Carrying what came after: post-migration difficulties and depression among refugees and asylum seekers.Conflict and health · 2025Article
- Psychometric Network Model Recovery: The Effect of Sample Size, Number of Items, and Number of Nodes.European journal of investigation in health, psychology and education · 2025Article
- Public Transportation Use, Sexual Harassment, and Mental Health in Adults from the General Population: A Bayesian Network Analysis.European journal of investigation in health, psychology and education · 2025Article
- How demoralization is related to trait resilience factors: a network analysis in a representative sample of the general population.BMC psychiatry · 2025Article
- Speech-Gesture Matching and Schizotypal Traits: A Network Approach.Schizophrenia bulletin · 2025Article
- Dynamic changes in network structure of depressive symptoms: a two-year naturalistic follow-up study.BMC psychiatry · 2025Article
- Flowing in the net of disordered gaming: A network analysis approach.Addictive behaviors reports · 2025Article
- Network psychometrics and the network approach to posttraumatic stress disorder: A conceptual and methodological overview.Journal of traumatic stress · 2025Review
- Exploring network relations between healthcare access and utilisation in individuals with rare diseases.Public health in practice (Oxford, England) · 2025Article
- Sex affects the network of covariances between cognitive, behavioral, and physiological traits in guppies.iScience · 2025Article
- "General Addiction Liability" Revisited.Clinical psychological science : a journal of the Association for Psychological Science · 2025Article
- Early signs of long-term pain: prospective network profiles from late adolescence and lifelong follow-up.Npj mental health research · 2025Article
- Network analysis of workplace mobbing, work-family conflict, and mental health in adults from the general population.Frontiers in sociology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
An important goal for psychological science is developing methods to characterize relationships between variables. Customary approaches use structural equation models to connect latent factors to a number of observed measurements, or test causal hypotheses between observed variables. More recently, regularized partial correlation networks have been proposed as an alternative approach for characterizing relationships among variables through off-diagonal elements in the precision matrix. While the graphical Lasso (glasso) has emerged as the default network estimation method, it was optimized in fields outside of psychology with very different needs, such as high dimensional data where the number of variables (
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Registered trials
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.