Estimating the Stability of Psychological Dimensions via Bootstrap Exploratory Graph Analysis: A Monte Carlo Simulation and Tutorial
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Summary
It is demonstrated that bootEGA is a robust approach for identifying the stability and robustness of dimensionality in multivariate data.
- Type
- article
- Published
- 2019-02-28
- Cited by
- 283
- References
- 53
- Access
- Open access
- OpenAlex
- https://openalex.org/W3163449804
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:239631324
Keywords
Generalizability theory, Computer science, Monte Carlo method, Stability (learning theory), Curse of dimensionality
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- Community detection in graphs
- Fast unfolding of communities in large networks
- Regression Shrinkage and Selection via the Lasso
- A new look at Horn's parallel analysis with ordinal variables.
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- Modularity and community structure in networks.
- The Application of Electronic Computers to Factor Analysis
Cited by
- A network analysis of political incivility dimensions
- Unique variable analysis: A novel approach for detecting redundant variables in multivariate data
- Investigating the Structure of the Children's Concentration and Empathy Scale Using Exploratory Graph Analysis
- Exploring the structure of the GAD-7 scale in primary care patients with emotional disorders: A network analysis approach.
- Problematic Online Behaviors Among Gamers: the Links Between Problematic Gaming, Gambling, Shopping, Pornography Use, and Social Networking
- Psychometric properties of the EQ-5D-3L in South Australia: a multi-method non-preference-based validation study
- Editorial of the Psych Special Issue “Computational Aspects, Statistical Algorithms and Software in Psychometrics”
- A network approach to understanding social distancing behaviour during the first UK lockdown of the COVID-19 pandemic
- Screening for Distress in Oncological Patients: The Revised Version of the Psychological Distress Inventory (PDI-R)
- Development and Psychometric Evaluation of the Heart Failure Treatment Adherence Questionnaire (HFAQ) for Military Personnel and Their Family: A Mixed, Exploratory, and Sequential Study
- A psychometric network perspective to oral health literacy: Examining the replicability of network properties across the general community and older adults from Brazil
- The network of the subjective experience in embodiment phenomena
- Understanding Connections and Boundaries Between Positive Symptoms, Negative Symptoms, and Role Functioning Among Individuals With Schizophrenia: A Network Psychometric Approach.
- Exploratory Graph Analysis in context
- The structure of eating disorder and somatic symptoms.
- Longitudinal Network Analysis Reveals Interactive Change of Schizophrenia Symptoms During Acute Antipsychotic Treatment.
- Distinguishing the Dimensions of the Original Dysfunctional Attitude Scale in an Archival Clinical Sample
- Estimating and validating the structure of feeding behavior networks
- The use of psychological network analysis in informal dementia care: an empirical illustration
- Network-based methods for psychometric data of eating disorders: A systematic review
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