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Shalini Gopalkrishnan
In this 1-hour long project-based course, you will learn how to create path models using Smartpls. We will take a project on changing behavior and check if attitudes or subjective norms impact behavior the most.
We will learn how to launch this new software, create the model and run it. We will then show you how to interpret the same. We will also learn how to create models for different groups such as males and females and if there is a difference between them.
Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
Register for this course and see more details by visiting:
OpenCourser.com/course/ggf84u/advanced
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Provides hands-on experience with SmartPLS, a popular software for path modeling
Focuses on a practical application of path modeling to understand behavioral change
Suitable for beginners and provides a strong foundation in path modeling using SmartPLS
Save this course
Save Advanced Models in Smartpls to your list so you can find it easily later:
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Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Advanced Models in Smartpls with these
activities:
Read Partial Least Squares Structural Equation Modeling: Using PLS-PM with SmartPLS
Show steps
This is a comprehensive guide to using SmartPLS for path modeling. It provides clear explanations of the concepts and step-by-step instructions on how to use the software.
View
A Primer on Partial Least Squares Structural...
on Amazon
Show steps
-
Read the book
-
Complete the exercises in the book
Review how to use SmartPLS
Show steps
This course will require you to make use of SmartPLS. Proficiency with using the software will help you complete the course with less difficulty.
Browse courses on
SmartPLS
Show steps
-
Watch a tutorial video on SmartPLS
-
Install SmartPLS on your computer
-
Read the SmartPLS documentation
-
Practice creating a simple path model in SmartPLS
Organize a study group
Show steps
Collaboration with peers to work on concepts and examples can be a very supportive way to deepen understanding.
Browse courses on
Path Modeling
Show steps
-
Find a group of students who are also taking this course
-
Meet regularly to discuss the course material
-
Work together on practice problems
Three other activities
Expand to see all activities and additional details
Show all six activities
Solve practice problems on path modeling
Show steps
Regular practice with solving path modeling problems will help you to develop a deeper understanding of the concepts.
Browse courses on
Path Modeling
Show steps
-
Find practice problems online or in textbooks
-
Solve the problems
-
Check your answers against the solutions
Create a path model for a research project
Show steps
Developing a path model for a research project is an ideal way to apply your knowledge of the process.
Browse courses on
Path Modeling
Show steps
-
Identify a research question that can be investigated using path modeling
-
Develop a theoretical framework for the research question
-
Create a path model that represents the theoretical framework
-
Test the path model using data
-
Interpret the results of the path model
Contribute to an open-source path modeling project
Show steps
Contributing to an open-source path modeling project can help you to gain experience and build a portfolio.
Browse courses on
Path Modeling
Show steps
-
Find an open-source path modeling project that you would like to contribute to
-
Join the project community
-
Identify a way that you can contribute to the project
-
Make your contributions
Read Partial Least Squares Structural Equation Modeling: Using PLS-PM with SmartPLS
Show steps
This is a comprehensive guide to using SmartPLS for path modeling. It provides clear explanations of the concepts and step-by-step instructions on how to use the software.
View
A Primer on Partial Least Squares Structural...
on Amazon
Show steps
Show steps
Show steps
- Read the book
- Complete the exercises in the book
Review how to use SmartPLS
Show steps
This course will require you to make use of SmartPLS. Proficiency with using the software will help you complete the course with less difficulty.
Browse courses on
SmartPLS
Show steps
Show steps
Show steps
- Watch a tutorial video on SmartPLS
- Install SmartPLS on your computer
- Read the SmartPLS documentation
- Practice creating a simple path model in SmartPLS
Organize a study group
Show steps
Collaboration with peers to work on concepts and examples can be a very supportive way to deepen understanding.
Browse courses on
Path Modeling
Show steps
Show steps
Show steps
- Find a group of students who are also taking this course
- Meet regularly to discuss the course material
- Work together on practice problems
Three other activities
Expand to see all activities and additional details
Show all six activities
Solve practice problems on path modeling
Show steps
Regular practice with solving path modeling problems will help you to develop a deeper understanding of the concepts.
Browse courses on
Path Modeling
Show steps
Show steps
Show steps
- Find practice problems online or in textbooks
- Solve the problems
- Check your answers against the solutions
Create a path model for a research project
Show steps
Developing a path model for a research project is an ideal way to apply your knowledge of the process.
Browse courses on
Path Modeling
Show steps
Show steps
Show steps
- Identify a research question that can be investigated using path modeling
- Develop a theoretical framework for the research question
- Create a path model that represents the theoretical framework
- Test the path model using data
- Interpret the results of the path model
Contribute to an open-source path modeling project
Show steps
Contributing to an open-source path modeling project can help you to gain experience and build a portfolio.
Browse courses on
Path Modeling
Show steps
Show steps
Show steps
- Find an open-source path modeling project that you would like to contribute to
- Join the project community
- Identify a way that you can contribute to the project
- Make your contributions
Career center
Learners who complete Advanced Models in Smartpls will develop knowledge and skills
that may be useful to these careers:
Marketing Manager
Marketing Manager
Marketing Managers plan and execute marketing campaigns for their companies. They work with other departments, such as sales and product development, to ensure that the marketing campaigns are aligned with the company's overall goals. This course can help Marketing Managers build a foundation in path modeling, which is a statistical technique that can be used to analyze the relationships between different variables. This knowledge can be helpful for Marketing Managers who want to understand the impact of different marketing strategies on customer behavior.
Data Scientist
Data Scientist
Data Scientists use data to solve problems and make predictions. They work with large datasets to identify patterns and trends. This course can help Data Scientists build a foundation in path modeling, which is a statistical technique that can be used to analyze the relationships between different variables. This knowledge can be helpful for Data Scientists who want to understand the relationships between different variables in a dataset.
Business Analyst
Business Analyst
Business Analysts help organizations improve their performance. They use data and analysis to identify problems and recommend solutions. This course can help Business Analysts build a foundation in path modeling, which is a statistical technique that can be used to analyze the relationships between different variables. This knowledge can be helpful for Business Analysts who want to understand the impact of different business decisions on the organization.
Statistician
Statistician
Statisticians collect, analyze, and interpret data. They use their knowledge of statistics to solve problems and make predictions. This course can help Statisticians build a foundation in path modeling, which is a statistical technique that can be used to analyze the relationships between different variables. This knowledge can be helpful for Statisticians who want to understand the relationships between different variables in a dataset.
Product Manager
Product Manager
Product Managers are responsible for the development and launch of new products. They work with engineers, designers, and marketers to bring new products to market. This course can help Product Managers build a foundation in path modeling, which is a statistical technique that can be used to analyze the relationships between different variables. This knowledge can be helpful for Product Managers who want to understand the impact of different product features on customer behavior.
Consultant
Consultant
Consultants help organizations improve their performance. They use their expertise in a particular field to identify problems and recommend solutions. This course can help Consultants build a foundation in path modeling, which is a statistical technique that can be used to analyze the relationships between different variables. This knowledge can be helpful for Consultants who want to understand the impact of different consulting interventions on the organization.
Professor
Professor
Professors teach and conduct research at universities. They share their knowledge and expertise with students and colleagues. This course can help Professors build a foundation in path modeling, which is a statistical technique that can be used to analyze the relationships between different variables. This knowledge can be helpful for Professors who want to understand the relationships between different variables in their field of research.
Quantitative Analyst
Quantitative Analyst
Quantitative Analysts use mathematical and statistical techniques to analyze financial data. They use this information to make investment decisions. This course can help Quantitative Analysts build a foundation in path modeling, which is a statistical technique that can be used to analyze the relationships between different variables. This knowledge can be helpful for Quantitative Analysts who want to understand the relationships between different financial variables.
Psychologist
Psychologist
Psychologists study the mind and behavior. They use their knowledge of psychology to help people understand themselves and others. This course can help Psychologists build a foundation in path modeling, which is a statistical technique that can be used to analyze the relationships between different variables. This knowledge can be helpful for Psychologists who want to understand the relationships between different psychological variables.
Economist
Economist
Economists study the production, distribution, and consumption of goods and services. They use their knowledge of economics to analyze economic trends and make predictions. This course can help Economists build a foundation in path modeling, which is a statistical technique that can be used to analyze the relationships between different variables. This knowledge can be helpful for Economists who want to understand the relationships between different economic variables.
Market Research Analyst
Market Research Analyst
Market Research Analysts study market trends to understand customer needs and preferences. They use this information to create marketing campaigns and strategies that will reach the target audience. This course can help Market Research Analysts build a foundation in path modeling, which is a statistical technique that can be used to analyze the relationships between different variables. This knowledge can be helpful for Market Research Analysts who want to understand the impact of different marketing strategies on customer behavior.
Research Scientist
Research Scientist
Research Scientists conduct research to develop new knowledge and technologies. They work in a variety of fields, such as science, engineering, and medicine. This course can help Research Scientists build a foundation in path modeling, which is a statistical technique that can be used to analyze the relationships between different variables. This knowledge can be helpful for Research Scientists who want to understand the relationships between different variables in their field of research.
Sociologist
Sociologist
Sociologists study society and social behavior. They use their knowledge of sociology to understand how society works and how it affects people's lives. This course can help Sociologists build a foundation in path modeling, which is a statistical technique that can be used to analyze the relationships between different variables. This knowledge can be helpful for Sociologists who want to understand the relationships between different social variables.
Anthropologist
Anthropologist
Anthropologists study human culture and society. They use their knowledge of anthropology to understand how humans have evolved and how they live in different cultures. This course can help Anthropologists build a foundation in path modeling, which is a statistical technique that can be used to analyze the relationships between different variables. This knowledge can be helpful for Anthropologists who want to understand the relationships between different cultural variables.
Strategic Planner
Strategic Planner
Strategic Planners help organizations develop and implement long-term plans. They use data and analysis to identify opportunities and threats. This course can help Strategic Planners build a foundation in path modeling, which is a statistical technique that can be used to analyze the relationships between different variables. This knowledge can be helpful for Strategic Planners who want to understand the impact of different strategic decisions on the organization.
For more career information including salaries, visit:
OpenCourser.com/course/ggf84u/advanced
Reading list
We've selected nine books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Advanced Models in Smartpls.
Provides a comprehensive overview of PLS-SEM, including its theoretical foundations, methodological procedures, and practical applications. It valuable resource for researchers and practitioners who want to use PLS-SEM to analyze complex data.
Provides a step-by-step guide to using Mplus to conduct structural equation modeling. It valuable resource for researchers who are new to structural equation modeling or who want to learn more about using Mplus.
Provides a comprehensive overview of multivariate statistics, including a discussion of basic concepts, statistical methods, and data analysis techniques. It valuable resource for researchers who want to use multivariate statistics to analyze complex data.
Provides a comprehensive overview of statistical methods that are commonly used in psychology. It valuable resource for researchers who want to learn more about statistical methods or who need to brush up on their knowledge.
Provides a comprehensive overview of data analysis using SPSS. It valuable resource for researchers who want to learn more about data analysis or who need to brush up on their knowledge.
Provides a comprehensive overview of regression analysis and causal inference. It valuable resource for researchers who want to learn more about these topics or who need to brush up on their knowledge.
Provides a concise overview of path analysis. It valuable resource for researchers who want to learn more about this technique or who need to brush up on their knowledge.
Provides a concise overview of multivariate analysis. It valuable resource for researchers who want to learn more about this technique or who need to brush up on their knowledge.
Save
Provides a comprehensive overview of structural equation modeling using Lisrel, Prelis, and Simplis. It valuable resource for researchers who want to learn more about these software programs or who need to brush up on their knowledge.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/ggf84u/advanced
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Time
1 hours
Via
Coursera
Institution
Coursera Project Network
Instructor
Shalini Gopalkrishnan
Good to know
Provides hands-on experience with SmartPLS, a popular software for path modeling
Focuses on a practical application of path modeling to understand behavioral change
Suitable for beginners and provides a strong foundation in path modeling using SmartPLS
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