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Robustification of structural equation modelling via global sensitivity analysis
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Robustification of structural equation modelling via global sensitivity analysis (2025)Robustification of structural equation mo…CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting (2021)CB-SEM vs PLS-SEM methods for…The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support (2020)The Future of Sensitivity Ana…Partial least squares structural equation modeling in HRM research (2018)Partial least squares structu…Sensitivity analysis of environmental models: A systematic review with practical workflow (2016)Sensitivity analysis of envir…A simple and efficient method for global sensitivity analysis based on cumulative distribution functions (2015)A simple and efficient method…Sobol' Indices and Shapley Value (2014)Sobol' Indices and Shapley Va…A comparative study of CB-SEM and PLS-SEM for theory development in family firm research (2014)A comparative study of CB-SEM…Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Variance based sensitivity an…Evaluating the Use of Exploratory Factor Analysis in Developmental Disability Psychological Research (2009)Evaluating the Use of Explora…Global Sensitivity Analysis. The Primer (2007)Global Sensitivity Analysis. …A new uncertainty importance measure (2006)A new uncertainty importance …Sensitivity Analysis for Importance Assessment (2002)Sensitivity Analysis for Impo…Models as Mediators (1999)Models as MediatorsEvaluating the use of exploratory factor analysis in psychological research. (1999)Evaluating the use of explora…The Investigation of Personality Structure: Statistical Models (1997)The Investigation of Personal…Some Contributions to Efficient Statistics in Structural Models: Specification and Estimation of Moment Structures (1983)Some Contributions to Efficie…The Aim and Structure of Physical Theory (1954)The Scientific Image. (1982)How the Laws of Physics Lie (1983)How Models Are Used to Represent Reality (2004)An Engine, Not a Camera (2006)Scientific Representation (2008)The Scree Test For The Number Of Factors (1966)The Handbook of Social Psychology (1969)Alternative Ways of Assessing Model Fit (1992)Bibliometric Methods in Management and Organization (2013)Assessing measurement model quality in PLS-SEM using confirmatory composite analysis (2019)Best practices in exploratory factor analysis: four recommendations for getting the most from your analysis (2020)Factorial Sampling Plans for Preliminary Computational Experiments (1991)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates (2001)Sensitivity analysis: A review of recent advances (2015)Variable importance analysis: A comprehensive review (2015)Statistics for Experimenters (1979)Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences (1994)A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output (1999)“Opening Up” and “Closing Down” (2007)Design and Analysis of Computer Experiments (1989)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)Structural equation modeling in practice: A review and recommended two-step approach. (1988)Principles and Practice of Structural Equation Modeling (2012)Estimation issues with PLS and CBSEM: Where the bias lies! (2016)Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R (2021)PLS-SEM: Indeed a Silver Bullet (2011)A new criterion for assessing discriminant validity in variance-based structural equation modeling (2014)A primer on partial least squares structural equation modeling (PLS-SEM) (2015)When to use and how to report the results of PLS-SEM (2018)Predictive model assessment in PLS-SEM: guidelines for using PLSpredict (2019)Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives (1999)Common method biases in behavioral research: A critical review of the literature and recommended remedies. (2003)“I follow what you post!”: The role of social media influencers’ content characteristics in consumers' online brand-related activities (COBRAs) (2022)“Why Do We Buy Green Products?” An Extended Theory of the Planned Behavior Model for Green Product Purchase Behavior (2022)Impact of financial literacy, mental budgeting and self control on financial wellbeing: Mediating impact of investment decision making (2023)SALib: An open-source Python library for Sensitivity Analysis (2017)Global Sensitivity Analysis of environmental models: Convergence and validation (2016)Why so many published sensitivity analyses are false: A systematic review of sensitivity analysis practices (2019)
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References

  • 1999Evaluating the use of exploratory factor analysis in psychological research.9,772 cited
  • 2007Global Sensitivity Analysis. The Primer6,425 cited
  • 2009Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index3,567 cited
  • 2021CB-SEM vs PLS-SEM methods for research in social sciences and technology forecasting2,841 cited
  • 2018Partial least squares structural equation modeling in HRM research2,117 cited
  • 2016Sensitivity analysis of environmental models: A systematic review with practical workflow1,722 cited
  • 2002Sensitivity Analysis for Importance Assessment1,303 cited
  • 1999Models as Mediators1,273 cited
  • 2006A new uncertainty importance measure1,030 cited
  • 2014A comparative study of CB-SEM and PLS-SEM for theory development in family firm research780 cited
  • 2020The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support632 cited
  • 2015A simple and efficient method for global sensitivity analysis based on cumulative distribution functions512 cited
  • 2009Evaluating the Use of Exploratory Factor Analysis in Developmental Disability Psychological Research484 cited
  • 1983Some Contributions to Efficient Statistics in Structural Models: Specification and Estimation of Moment Structures

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457 cited
  • 1997The Investigation of Personality Structure: Statistical Models419 cited
  • 2014Sobol' Indices and Shapley Value268 cited
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