shah-in-boots / orbs Goto Github PK
View Code? Open in Web Editor NEWCyclical and rhythm based statistics
Home Page: https://asshah4.github.io/orbs/
License: Other
Cyclical and rhythm based statistics
Home Page: https://asshah4.github.io/orbs/
License: Other
Competing risk in {crr} and {crrSC} packages require specific way to format data. Should have wrapper function to generate competing risks more easily. Data should look like:
Observation | Failure | Event Type |
---|---|---|
A | 0 | Censor |
B | 0 | Sudden Cardiac Death |
C | 1 | Shark Attack |
Would need to revise traditional censoring time points based on what comes earlier.
Merge multiple events into a composite event when needed. Would need to take earliest date in that case (if just using traditional hazard modeling).
Cyclical data will be both continuous and categorical. A type stable definition should be available as specific classes:
This will be a complex port over from asshah4/card to pull the cosinor and harmonic regression options here, where it more likely belongs.
cosinor
functioncosinor
regressioncosinor
for population levelRebranding the project to handle recurrent and repeating events in a cyclic manner. This is different than truly recurrent events with non-predictable cycle lengths (e.g. survival or recurrent event analyses).
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