Advanced training on multivariate analysis with JMP software
How to quickly assemble and cross-reference data from multiple tables? And visualize it all? Where are the missing values? Are there any outliers? What to do about all these problems! And finally, what are the different stable historical periods and the factors contributing to changes or explaining the observed variability? Not to mention, there are several hundred variables... how to go about it?
If you encounter this kind of situation and need to take on the challenge, this training is designed for you! Considering that participants are familiar with the use of JMP software and master the basic statistical concepts, we will step up the level of skill in multivariate analysis by providing our professional tips. This training is a concentrate of our know-how!
Training objectives
- Perform complex manipulations in JMP software
- Merge and reorganize data tables
- Create advanced summaries and visualizations
- Detect and handle missing and outlier values
- Analyze multivariate data and build statistical models
Target audience
- Anyone familiar with JMP and wishing to deepen their expertise
Format
- In-person sessions
- 40% theory and 60% practical (bring your dataset for exercises)
- Duration, level 1: 8 hours (day 1)
- Duration, level 2: 16 hours (days 1 et 2)
Content
Day 1:- Identification and handling of missing and/or outlier values
- Detection of stable periods and creation of phases
- Advanced data table manipulation
- Powerful visualization and data summary tables
- Multiple Linear Regression (MLR)
- Partial Least Squares (PLS)
Requirements
- Install the JMP software
- Have attended the training Introduction to the JMP software and statistical data analysis (otherwise, ensure to master its content)
This training is practical, theoretical elements are very limited. For more information or to book your training, please contact us!