March 21, 2024 - 6:00 AM

Workshop: Making better data-based decisions with statistical modelling techniques – Day 2 – Understanding and analyzing functional data

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Event Organizer: Chemistry World

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Event Overview:

This is Day 2 of the workshop. “The concept of ‘functional’ data can be hard to grasp, but understanding and using functional data opens a wide range of possibilities.

This session will include:

• Exploring functional data
– Introducing functional data and its applications in various industries
– Differentiating functional data from time series data

• Functional data analysis techniques
– Employing functional models to extract shape components
– Utilizing ordinary statistical models for analysing shape components

• Modelling techniques for functional data
– Exploring basis function expansion and wavelet models
– Implementing piecewise regression in functional data analysis

• Case studies in functional data
– Analysing UV-Vis spectrum data in functional DOE
– Using temperature profile data in process control and employing control charts.”

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