I have some time series data consisting of several people with certain indexes according to time. It looked like this:
person 1
time index1 index2
9:05 3.2 40
9:25 5.0 30
9:55 4.1 50
...
person 2
time index1 index2
9:10 4.5 20
9:30 3.8 60
9:50 4.2 40
...
The time interval is same however the start time, duration time and the end time is different.
The goal is to estimate index2 based on time and index1.
I believe there is certain pattern behind the data in total, say there should be similar cycles and trends but got stuck since what I often confronted was simply one person situation with exact start time and end time. What should I do to deal with this kind of time series problem or any guidance I could refer to? Any help will be appreciated.
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