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Demonstrate bootstrap sampling in R using a jupyter notebook

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R Bootstrap demo

CMIC-DRC UCL Workshop 2021-01-15

Examples of bootstrap application in the R language

These notebooks are in R, so will require an R Kernel for Jupyter.

R libraries required:

  • bootstrap-demo.ipynb: boot, data.table, dplyr, fmsb, foreign, ggplot2
  • bootstrap-sampling.ipynb: dplyr, ggplot2, reshape2
  • tidymodels-comparison.ipynb: boot, broom, dplyr, foreign, furrr, purrr, rsample, tibble

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