[SOLVED] STAT 547 Homework6
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Practical programming resource
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Suitable for guided study and reference
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Tutor guidance available when needed
Description
- Implement the regularization approach for the scalar-response functional linear regression model.
- Apply the code to analyze the medfly dataset fdapace::medfly25. Find and interpret the association between the number of total remaining eggs as response and the egg-laying trajectories as the predictor function. Set the tuning parameter λ
- Compare your results with those given by an FPC regression approach (code available in the Notebook §4.4).
- Use the functional concurrent regression model to analyze the US GDP data posted with this homework. An R implementation fdapace::FCReg is available. Explore different tuning parameter settings and interpret the results.
- Implement the FPC regression approach for a functional-response functional linear regression model and apply it to analyze the US GDP data. Compare the results and interpretation with those in the previous question.
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Review the requirements, identify the programming concepts
involved, study the implementation and test your understanding
with your own examples and modifications.
