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survival data #26

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Tracked by #98
tgerke opened this issue Nov 3, 2021 · 7 comments
Open
Tracked by #98

survival data #26

tgerke opened this issue Nov 3, 2021 · 7 comments

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@tgerke
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tgerke commented Nov 3, 2021

The touring plans data may not meet the need for censored time-to-event data. Might have an alternate option in this pet adoption data:
https://www.kaggle.com/c/sliced-s01e10-playoffs-2/data

H/T Max Kuhn:
https://topepo.github.io/2021-r-pharma/index.html#3

@malcolmbarrett
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Related to r-causal/causal_inference_r_workshop#19 where we need data with loss to follow up

@malcolmbarrett
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Could this type of approach be useful here? https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3935334/

@malcolmbarrett
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Some data sources:

https://github.com/hfrick/cetaceans (has unknown category, so could be case for loss to followup)
censored::time_to_million
parmsurvfit::oscars (this package has some other datasets, too)

@malcolmbarrett
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Time to divorce: https://grodri.github.io/survival/project. number of kids as time-varying exposure?

SurvSet (collection of time to event data): https://arxiv.org/pdf/2203.03094.pdf, https://github.com/ErikinBC/SurvSet/tree/main/SurvSet/_datagen/output

@malcolmbarrett
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Time to adoption: https://www.kaggle.com/competitions/sliced-s01e10-playoffs-2/data. Spay-neuter as an intervention? Probably a null effect so could be interesting example of confounding

@malcolmbarrett
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idea: disney data on time to ride closing. exposure as weather or something?

@malcolmbarrett
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Simulating survival data: https://www.jstatsoft.org/article/view/v097i03

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