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Výzkum testování multivariátních modelů×Analýza cest (Path Analysis)×
OborDesign výzkumuStatistika
RodinaProcess / pipelineLatent structure
Rok vzniku1970s–1980s (multivariate model testing as a distinct approach)1921
TvůrceKarl Jöreskog (SEM/LISREL framework); Barbara Tabachnick & Linda Fidell (multivariate methods synthesis)Sewall Wright
TypQuantitative confirmatory research designCausal / mediation model
Původní zdrojTabachnick, 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 ↗
Další názvymultivariate model testing, multivariate structural testing, multivariate confirmatory modeling, MVMT researchPA, path coefficient analysis, observed-variable SEM, causal path modeling
Příbuzné55
ShrnutíMultivariate 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.
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ScholarGatePorovnat metody: Multivariate Model Testing Research · Path Analysis. Získáno 2026-06-15 z https://scholargate.app/cs/compare