Structural Equation Modelling with Partial Least Squares Using Stata and R is popular PDF and ePub book, written by Mehmet Mehmetoglu in 2021-03-08, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Structural Equation Modelling with Partial Least Squares Using Stata and R can be Read Online from any device for your convenience.
Structural Equation Modelling with Partial Least Squares Using Stata and R Book PDF Summary
Partial least squares structural equation modelling (PLS-SEM) is becoming a popular statistical framework in many fields and disciplines of the social sciences. The main reason for this popularity is that PLS-SEM can be used to estimate models including latent variables, observed variables, or a combination of these. The popularity of PLS-SEM is predicted to increase even more as a result of the development of new and more robust estimation approaches, such as consistent PLS-SEM. The traditional and modern estimation methods for PLS-SEM are now readily facilitated by both open-source and commercial software packages. This book presents PLS-SEM as a useful practical statistical toolbox that can be used for estimating many different types of research models. In so doing, the authors provide the necessary technical prerequisites and theoretical treatment of various aspects of PLS-SEM prior to practical applications. What makes the book unique is the fact that it thoroughly explains and extensively uses comprehensive Stata (plssem) and R (cSEM and plspm) packages for carrying out PLS-SEM analysis. The book aims to help the reader understand the mechanics behind PLS-SEM as well as performing it for publication purposes. Features: Intuitive and technical explanations of PLS-SEM methods Complete explanations of Stata and R packages Lots of example applications of the methodology Detailed interpretation of software output Reporting of a PLS-SEM study Github repository for supplementary book material The book is primarily aimed at researchers and graduate students from statistics, social science, psychology, and other disciplines. Technical details have been moved from the main body of the text into appendices, but it would be useful if the reader has a solid background in linear regression analysis.
Detail Book of Structural Equation Modelling with Partial Least Squares Using Stata and R PDF
- Author : Mehmet Mehmetoglu
- Release : 08 March 2021
- Publisher : CRC Press
- ISBN : 9781482227826
- Genre : Computers
- Total Page : 385 pages
- Language : English
- PDF File Size : 14,7 Mb
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