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Multivariate Model Testing Research×Padanalyse×
VakgebiedOnderzoeksontwerpStatistiek
FamilieProcess / pipelineLatent structure
Jaar van ontstaan1970s–1980s (multivariate model testing as a distinct approach)1921
GrondleggerKarl Jöreskog (SEM/LISREL framework); Barbara Tabachnick & Linda Fidell (multivariate methods synthesis)Sewall Wright
TypeQuantitative confirmatory research designCausal / mediation model
Oorspronkelijke bronTabachnick, B. G., & Fidell, L. S. (2019). Using Multivariate Statistics (7th ed.). Pearson. ISBN: 978-0134790541Wright, S. (1921). Correlation and causation. Journal of Agricultural Research, 20(7), 557–585. link ↗
Aliassenmultivariate model testing, multivariate structural testing, multivariate confirmatory modeling, MVMT researchPA, path coefficient analysis, observed-variable SEM, causal path modeling
Verwant55
SamenvattingMultivariate model testing research is a confirmatory quantitative design in which a theoretically derived model involving multiple variables and their interrelationships is formally tested against empirical data. Rather than exploring patterns inductively, the researcher specifies a model a priori — capturing hypothesized directional paths, latent constructs, or covariance structures — and then evaluates how well this model reproduces the observed data using techniques such as structural equation modeling, confirmatory factor analysis, or multivariate path analysis.Path analysis tests a researcher-specified causal diagram among observed variables by decomposing their intercorrelations into direct effects, indirect (mediated) effects, and spurious associations. Developed by Sewall Wright in 1921, it is the observed-variable special case of structural equation modeling and remains a standard tool for theory-driven multivariate causal inference.
ScholarGateGegevensset
  1. v1
  2. 2 Bronnen
  3. PUBLISHED
  1. v1
  2. 2 Bronnen
  3. PUBLISHED

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ScholarGateMethoden vergelijken: Multivariate Model Testing Research · Path Analysis. Geraadpleegd op 2026-06-15 via https://scholargate.app/nl/compare