~/talk

Censored - Survival Analysis in Tidymodels

Talkat rstudio::conf 2019 · 2019-01-15..01-18· [machine-learning]
slides:none on file

censored is a parsnip extension that adds a new model type proportional hazards and a new mode censored regression, plus engines for survival, glmnet and tree-based backends so you can swap models without reworking data. It keeps a formula interface for glmnet, returns predictions as tibbles and introduces predict type: time and survival (list-column of probabilities at requested times). Works with workflows with a small formula workaround; examples live at the repo.

AI-written summary · about

  1. 0:00Introduction
  2. 1:44Survival Analysis
  3. 4:10Specify and fit models
  4. 10:28Predicting
  5. 16:01Questions
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