Journal of Engineering and Applied Sciences

Year: 2019
Volume: 14
Issue: 20
Page No. 7663 - 7668

Development of Energy Generation Model using Robust Partial Least Squares-Structural Equation Modeling (RPLS-SEM) Through Winsorization Method

Authors : Fadya Shakhim and Zulkifley Mohamed

References

Anderson, J.C. and D.W. Gerbing, 1988. Structural equation modeling in practice: A review and recommended two-step approach. Psychol. Bull., 103: 411-423.
CrossRef  |  Direct Link  |  

Breeze, P., 2008. The Cost of Power Generation: The Current and Future Competitiveness of Renewable and Traditional Technologies. Business Insight Inc., UK., Pages: 122.

Cardona, E. and A. Piacentino, 2004. Optimal design of cogeneration plants for seawater desalination. Desalin., 166: 411-426.
CrossRef  |  Direct Link  |  

Cassel, C., P. Hackl and A.H. Westlund, 1999. Robustness of partial least-squares method for estimating latent variable quality structures. J. Appl. Stat., 26: 435-446.
CrossRef  |  Direct Link  |  

Clark, R.G., 1995. Winsorization methods in sample surveys. Masters Thesis, Department of Statistics, The Australian National University, Canberra, Australia.

Enaami, M., Z. Mohamed and A.S. Ghani, 2013. Model development for wheat production: Outliers and multicollinearity problem in Cobb-Douglas production function. Emirates J. Food Agric., 25: 81-88.
CrossRef  |  Direct Link  |  

Fornell, C. and D.F. Larcker, 1981. Evaluating structural equation models with unobservable variables and measurement error. J. Market. Res., 18: 39-50.
CrossRef  |  Direct Link  |  

Garson, G.D., 2016. Partial Least Squares: Regression and Structural Equation Models. Statistical Associates Publishing, Asheboro, North Carolina,.

Gawedar, A. and R. Ramakumar, 2016. Impact of wind energy system integration on the Al-Zawiya refinery electric grid in Libya. J. Power Energy Eng., 4: 11-20.
CrossRef  |  Direct Link  |  

Hair, J.F., G.T.M. Hult, C. Ringle and M. Sarstedt, 2016. A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Sage Publications, Thousand Oaks, California, USA., ISBN:9781483377438, Pages: 384.

Joseph, C., C.Y. Tseng, G. Zocchi and T. Tlusty, 2014. Asymmetric effect of mechanical stress on the forward and reverse reaction catalyzed by an enzyme. PloS One, 9: 1-9.
CrossRef  |  PubMed  |  Direct Link  |  

Ramayah, T., J. Cheah, F. Chuah, F. Ting and M.A. Memon, 2016. Partial Least Squares Structural Equation Modeling (PLS-SEM) Using SmartPLS 3.0: An Updated and Practical Guide to Statistical Analysis. 1st Edn., Pearson Malaysia Sdn Bhd, Petaling Jaya, Malaysia, ISBN:978-967-349-739-3,.

Ringle, C.M., S. Wende and J.M. Becker, 2015. SmartPLS 3. SmartPLS GmbH Company, Boenningstedt, Germany.

Tenenhaus, M., V.E. Vinzi, Y.M. Chatelin and C. Lauro, 2005. PLS path modeling. Comput. Stat. Data Anal., 48: 159-205.
CrossRef  |  Direct Link  |  

Vinzi, V.E., W.W. Chin, J. Henseler and H. Wang, 2009. Handbook of Partial Least Squares: Concepts, Methods and Applications. 1st Edn., Springer, Berlin, ISBN-13: 9783540328254.

Winsor, J., 1895. The New-England Indians: A Bibliographical Survey, 1630-1700. J Wilson & Sons, Boston Spa, England,.

Design and power by Medwell Web Development Team. © Medwell Publishing 2024 All Rights Reserved