/UMN_R4PMx

Summer 2018 R workshop content put on by senior ECP students

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UMN_R4PMx

Summer 2018 R workshop content put on by ECP senior students

Session 1: 6/13/18

Topics

  • Using R Studio & R Markdown
  • Data types in R
  • Code Reproducibility & Readability
  • Function Writing
  • Version Control

Session 2: 6/20/18

Topics

  • Data wrangling in R
  • Useful base R functions
  • Some distributions from the stats package
  • Building a data set with dplyr, statistical distributions and base R functions

Session 3: 6/27/18

Topics

  • ggplot

Session 4: 7/5/18

Topics

  • simplePBPK.cpp & simplePBPK_script.R
  • voriPBPK.cpp & voriPBPK_script.R

Session 5: 7/11/18

Topics

  • xpose R package

Session 6: 7/19/18

Topics

  • Looping structures
  • For-loops
  • While-loops
  • Apply

Session 7: 7/26/18

Topics

  • Introduce Shiny
  • User interfaces
  • Server function
  • Reactivity

Session 8: 8/2/18

Topics

  • Function Writing
  • Unit Testing
  • Function Example: Generate Observation Time