Udemy – Essentials of SmartPLS 4: For Research and Data Analysis 2023-8

Udemy – Essentials of SmartPLS 4: For Research and Data Analysis 2023-8 Downloadly IRSpace

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Apr 17, 2025 - 19:05 Updated: Apr 21, 2025 - 09:05
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Udemy – Essentials of SmartPLS 4: For Research and Data Analysis 2023-8
Udemy – Essentials of SmartPLS 4: For Research and Data Analysis 2023-8

Essentials of SmartPLS 4 course: For Research and Data Analysis. The PLS-SEM technique is a composition-based approach to SEM that aims to maximize the explained variance of the dependent constructs in the path model. Researchers and practitioners use PLS-SEM, especially when conducting studies on success factors and sources of competitive advantage. Compared to other SEM techniques, PLS-SEM allows researchers to estimate very complex models with many constructs and indicator variables. In addition, PLS-SEM allows the estimation of reflective and shaping constructs and generally offers great flexibility in terms of data requirements. The purpose of PLS-SEM is to explain variances (the predictive nature of the method) instead of explaining covariances (theory testing through covariance-based SEM, CB-SEM). If the assumptions of CB-SEM are violated and the proposed cause-and-effect relationships are not sufficiently investigated, the application of the PLS-SEM method is highly desirable. This course will include the following:

  • Why is data analysis needed?
  • Basic concepts related to SEM
  • Data analysis using SPSS and SmartPLS
  • Analysis of the measurement model
  • Structural model analysis
  • Mediator/moderator analysis
  • Advanced issues in SmartPLS
  • Explanation in APA style
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Course features include but are not limited to the following:

  • Competitive advantage for pursuing doctoral and master’s studies
  • Required tools for scientific publication
  • High acceptance rate by top business journals
  • Easy explanation of statistical analysis
  • Focus on theory and practice
  • Become a global data analyst and freelancer
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  • High demand in local and global markets

What you will learn in the Essentials of SmartPLS 4: For Research and Data Analysis course

  • Introduction of basic concepts related to multivariate analysis and SEM.
  • To demonstrate the fundamental applications of SEM in research using SmartPLS 4.
  • To show the steps of preparing and creating a data file using SPSS.
  • Provide practical training on the application of SEM using authentic data sets and reporting results.

This course is suitable for people who

  • researchers
  • Faculty
  • students of University
  • PhD researchers
  • Freelancing

Essential course SmartPLS 4: For research and data analysis

  • Publisher:  Udemy
  • Teacher: Shahedul Hasan
  • Training level: beginner to advanced
  • Training duration: 1 hour and 49 minutes
  • Number of courses: 19

Headlines of the course on 9/2023

 Essentials of SmartPLS 4: For Research and Data Analysis

Essentials of SmartPLS 4: For Research and Data Analysis course prerequisites

  • Basic knowledge of multivariate techniques such as factor analysis and multiple regression.

Images of the course Essentials of SmartPLS 4: For Research and Data Analysis

Essentials of SmartPLS 4: For Research and Data Analysis

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