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How to deal with unequally spaced data points? #591

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qzyu999 opened this issue Oct 31, 2023 · 1 comment
Open

How to deal with unequally spaced data points? #591

qzyu999 opened this issue Oct 31, 2023 · 1 comment

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@qzyu999
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qzyu999 commented Oct 31, 2023

Is your feature request related to a problem? Please describe.
I understand that we can use this library when data points are aligned on the x-axis. What if the data points aren't equally spaced (e.g., one point at each x-interval)? Furthermore, what if there's an unequal number of points?

Describe the solution you'd like
I'm not sure what to do in such a case.

Describe alternatives you've considered
I read about PACE (https://www.stat.ucdavis.edu/PACE/), but I'm not sure whether this is the solution.

Additional context
Looking for some direction, my knowledge of FDA is limited.

@vnmabus
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vnmabus commented Nov 1, 2023

We are working in #536 on a structure to deal with this kind of data. The basic implementation is almost finished and will be merged shortly to the develop branch. However, for that kind of data many basic operations, such as taking the mean, are not well defined. Thus, we want to provide also tools to convert this kind of data to other representations (basis and dense grid), that are better supported.

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