Rigdon EE (1998) Structural equation modeling. Reinartz WJ, Haenlein M, Henseler J (2009) An empirical comparison of the efficacy of covariance-based and variance-based SEM. Paxton P, Curran P, Bollen K, Kirby J, Chen F (2001) Monte carlo experiments: design and implementation. Mulaik SA, James LR, van Alstine J, Bennett N, Lind S, Stilwell CD (1989) Evaluation of goodness-of-fit indices for structural equation models. Monecke A, Leisch F (2012) semPLS: Structural equation modeling using partial least squares. Lohmöller JB (1989) Latent variable path modeling with partial least squares. Krijnen W, Dijkstra T, Gill R (1998) Conditions for factor (in) determinacy in factor analysis.
Jöreskog KG, Sörbom D (1986) LISREL VI: Analysis of linear structural relationships by maximum likelihood and least squares methods. Hulland J (1999) Use of partial least squares (PLS) in strategic management research: a review of four recent studies. Hu LT, Bentler PM (1999) Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Henseler J, Ringle C, Sinkovics R (2009) The use of partial least squares path modeling in international marketing. Henseler J (2010) On the convergence of the partial least squares path modeling algorithm. Hanafi M (2007) PLS path modelling: computation of latent variables with the estimation mode B. Hair J, Sarstedt M, Ringle C, Mena J (2012) An assessment of the use of partial least squares structural equation modeling in marketing research. J Market Res 19(4): 440–452įornell C, Larcker DF (1981) Evaluating structural equation models with unobservable variables and measurement error. Market Sci 14(3): G203–G211įornell C, Bookstein FL (1982) Two structural equation models: LISREL and PLS applied to consumer exit-voice theory. Springer, Heidelberg, pp 47–82įornell C (1995) The quality of economic output: empirical generalizations about its distribution and relationship to market share. In: EspositoVinzi V, Chin WW, Henseler J, Wang H (eds) Handbook of partial least squares: concepts, methods and applications.
Springer, HeidelbergĮsposito Vinzi V, Trinchera L, Amato S (2010b) PLS path modeling: from foundations to recent developments and open issues for model assessment and improvement. Appl Stoch Models Bus Ind 24(5): 439–458Įsposito Vinzi V, Chin WW, Henseler J, Wang H (eds) (2010a) Handbook of partial least squares: concepts, methods and applications. Springer, Heidelberg, pp 449–485ĮspositoVinzi V, Trinchera L, Squillacciotti S, Tenenhaus M (2008) REBUS-PLS: A response-based procedure for detecting unit segments in PLS path modelling. In: Vinzi VE, Chin WW, Henseler J, Wang H (eds) Handbook of partial least squares: concepts, methods, and applications, computational statistics, vol II, Springer, Heidelberg, pp 23–46 (in print)ĭuarte P, Raposo M (2010) A PLS model to study brand preference: an application to the mobile phone market. PhD thesis, Groningen University, Groningen, a second edition was published in 1985 by Sociometric Research Foundationĭijkstra TK (2010) Latent variables and indices: Herman Wold’s basic design and partial least squares. Inf Syst Res 14(2): 189–217ĭijkstra TK (1981) Latent variables in linear stochastic models: reflections on “Maximum Likelihood” and “Partial Least Squares” methods. Results from a Monte Carlo simulation study and an electronic-mail emotion/adopion study. Sage, Thousand Oaks, CA, pp 334–342Ĭhin WW, Marcolin BL, Newsted PR (2003) A partial least squares latent variable modeling approach for measuring interaction effects. In: Hoyle RH (eds) Statistical strategies for small sample research. Springer, Heidelberg, pp 655–690Ĭhin WW, Newsted PR (1999) Structural equation modeling analysis with small samples using partial least squares.
Smartpls 2.0.m3 how to#
Wiley, New York, NYĬhin W (2010) How to write up and report PLS analyses.
Sociol Methods Res 17(3): 303īollen KA (1989b) Structural equations with latent variables. Psychol Bull 107(2): 238–246īollen KA (1989a) A new incremental fit index for general structural equation models. J Appl Psychol 88(2): 207–218īentler PM (1990) Comparative fit indexes in structural models. Blackwell, Oxford, p 151īass B, Avolio B, Jung D, Berson Y (2003) Predicting unit performance by assessing transformational and transactional leadership. In: Bagozzi RP (eds) Advanced methods of marketing research. SPSSīagozzi RP, Yi Y (1994) Advanced topics in structural equation models.