This course helps you recognize and model functional data. It teaches you to use the data as a response, such as the outcome for a designed experiment, or as new covariates or features, such as in a multivariate analysis.
Functional data are defined as a function, profile, or curve. They are a series of observations over time or any other continuous variable. These data can be modeled so that changes in the shape can be associated with changes in other variables.
Изучается
- Recognize functional data and their uses.
- Preprocess data to suit the functional data analysis.
- Select a model of the functions.
- Obtain optimal representations of the functions.
- Use the new representations as the responses in the analysis of a designed experiment.
Аудитория
Directors, managers, engineers, scientists, technicians, and analysts who work with functional data to design, develop, improve, and optimize a product or process
Доступные форматы обучения | Продолжительность | | |
Live Web курс: |
4 по полдня |
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Before attending this course, you should complete the JMP® Software: A Case Study Approach to Data Exploration and JMP® Software: Statistical Decisions Using ANOVA and Regression courses or have equivalent experience.
Используется JMP ПО
JMP Pro 15