BOOKS:

 

Basic Statistics

[1]      Franklin, C.A., Klingenberg, B., & Agresti, A. (2018). Statistics: The Art and Science of Learning from Data. Harlow, Essex: Pearson .

[2]      White, R.S. & White, J.S. (2017). Statistics, 11th edition. Hoboken, NJ: John Wiley & Sons .

 

Regression Analysis

[3]      Chatterjee, S., & Simonoff, J. S. (2013). Handbook of Regression Analysis. Hoboken, NJ: John Wiley & Sons .

[4]      Cohen, J., Cohen, P., West, S.G., & Aiken, L.S. Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences, 3rd Ed. Mahwah, NJ: Lawrence Erlbaum Associates .

 

Multivariate Analysis

[5]      Denis, D.J. (2021). Applied Univariate, Bivariate, and Multivariate Statistics Using Python: A Beginner's Guide to Advanced Data Analysis. Hoboken, NJ: John Wiley & Sons .

[6]      Denis, D.J. (2021). Applied Univariate, Bivariate, and Multivariate Statistics: Understanding Statistics for Social and Natural Scientists, With Applications in SPSS and R, 2nd Ed. Hoboken, NJ: John Wiley & Sons .

[7]      Denis, D.J. (2020). Univariate, Bivariate, and Multivariate Statistics Using R: Quantitative Tools for Data Analysis and Data Science. Hoboken, NJ: John Wiley & Sons .

[8]      Hair Jr., J.F., Black, W.C., Babin, B.J., Anderson, R.E. (2019). Multivariate Data Analysis, 8th Ed. Boston, MA: Cengage Group .

 

Structural Equation Modeling

[9]      Hayes, A.F. (2018). Introduction to Mediation, Moderation, and Conditional Process Analysis. 2nd edition, New York: Guilford Press . (PROCESS templates)

[10]   Kline, R. B. (2015). Principles and Practice of Structural Equation Modeling. 4th edition, New York: Guilford Press .

[11]   Schumacker, R. E., & Lomax, R. G. (2004). A Beginner s Guide to Structural Equation Modeling. 2nd Ed. Mahwah, NJ: Lawrence Erlbaum Associates .

 

PLS Structural Equation Modeling

[12]   Hair Jr., J. F., Hult, G. T. M., Ringle, C., & Sarstedt, M. (2017). A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). 2nd Edition, ISBN: 9781483377445, Los Angeles, CA: Sage publications .

[13]   Mehmetoglu, M., & Venturini, S. (2021). Structural Equation Modelling with Partial Least Squares Using Stata and RBoca Raton, FL: CRC Press .

 

Multilevel Structural Equation Modeling

[14]   Raudenbush, S. W., & Bryk, A. S. (2002). Hierarchical Linear Models: Applications and Data Analysis Methods. 2nd Ed. Thousand Oaks, CA: Sage Publications .

[15]   Silva, B. C., Bosancianu, C. M., & Littvay, L. (2019). Multilevel Structural Equation Modeling. Thousand Oaks, CA: Sage Publications .

 

 

YOUTUBE VIDEOS:

StatWiki: James Gaskin's Statistics Tutorials (James Gaskin, 2024). 

Mike Crowson Series:

James Gaskin Series: Others:

 

 

 

 

 

 

 

 

 

 

 

 

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PPT.rar.

DataSets.rar.

HLMData.rar.

Software.