Training on statistical data analysis using the JMP software
Whether it's to improve processes, increase performance, or boost profits, it's a good idea to exploit (statistically!) the information hidden in historical data. How to do it? Using modern software for data exploration and analysis is an excellent starting point! This allows to quickly leverage the information contained in the data without having to program complex statistical formulas yourself. And what about the usefulness of graphs to understand the meaning of the data!
This course is designed with the mindeset that when production data is available, we quickly need to get to statistically valid conclusions. To achieve this, this course covers the steps of importing, preparing, organizing, visualizing, and analyzing data. An excellent support this process is the JMP software, regardless of the volume of data to be handled.
Training objectives
- Learn how to use the JMP software
- Import, cleanse, and organize a data table
- Create simple charts to visualize data
- Perform several statistical analyses
- Be able to analyze historical production data
Target audience
- Anyone who must make decisions using data.
Format
- In-person sessions
- 30% theory and 70% 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:- The JMP interface, operations on rows and columns
- Importing data and manipulating tables
- Data exploration: histograms, normality plots, trend charts
- Comparing one, two or several groups (ANOVA)
- Scatter plots and linear correlations
- Partial Least Squares (PLS) (can be replaced by: multiple linear regression)
Requirements
- Install the JMP software
- Understand basic statistical concepts such as the calculation of an average and a standard deviation
This training is pratical, theoretical elements are very limited. For more informations or to book your training, please contact us!