Multivariate Data Analysis (MVDA) using SIMCA®
Who should attend: The course is intended for researchers, scientists and engineers working with collection and interpretation of data. Methods are general and usable in most fields, where the aim is to gain maximum information from the data. No prior knowledge of statistics is assumed.
Topics included:
- Organization, visualization and treatment of different types of data
- Multivariate data modeling and diagnostics
- Understanding PCA, PLS and OPLS
- Model interpretation
- Possibilities for real-time process monitoring
Course objective:
The objective of this course is to show how to convert data tables to robust and reliable models and figures that can be easily interpreted and overviewed. Multivariate modeling is a powerful tool used in research, development, production and quality control in diverse industries ranging from Pharma and Biotech to car and steel industry.
Who Should Attend
The course is intended for researchers, scientists and engineers working with the collection and interpretation of data. Methods are general and usable in most fields, where the aim is to gain maximum information from the data. No prior knowledge of statistics is assumed.
Course Overview
Selected Course Content
- Organization, visualization and treatment of different types of data
- Multivariate data modeling and diagnostics
- Understanding PCA, PLS and OPLS
- Model interpretation
- Possibilities for real-time process monitoring
Course Objective
The objective of this course is to show how to convert data tables to robust and reliable models and figures that can be easily interpreted and overviewed. Multivariate modeling is a powerful tool used in research, development, production and quality control in diverse industries ranging from Pharma and Biotech to the car and steel industry.
Course Duration and Venue
Venue of the course:
Due to the current pandemic, we are offering a lot of our courses as online courses. In Asia, some courses are offered onsite. Click here to see all upcoming courses and locations.
Course dates:
For the time being, we are offering different setups depending on the location of the course. Please click on the course you want to attend to see more details.
Dates:
Seminar fee:
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