Using JMP® Pro to Pre-Process Functional Data and Create Surrogate Models

Presenter: Brady Brady

Understanding and Using FDE to Pre-Process Data and Create Surrogate Models

See how to:

  • Clean, align, conform and handle outliers in streaming, batch process, and any data that varies over time or distance
  • Discover underlying structure of data and the similarities and differences among batches in a process
  • Build and interpret surrogate models using Model Selection options (B-Spline, P-Spline, Fourier Basis), Diagnostic Plots, Transformations, Functional Principal Components Analysis (PCA) and Function Summaries
  • Save information for future modeling and optimization efforts

Resources

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