Science Research Weekly

Episode 14: Outliers from the Reaches of Sample Space

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In this episode, I explored model selection methods for fending off invading   outliers, marveled at May’s Top 40 CRAN packages, refreshed my suppositions on samples space, and rallied up to replace words in text using package ‘rflashtext’.

References:

  • Robust model selection using the out-of-bag bootstrap in linear regression
  • Data-informed deep optimization
  • Compute the multivariate t density function
  • Sample Space Examples and The Counting Principle
  • Cohens D: Definition, Using & Examples
  • Statistical Inference: Definition, Methods & Example
  • Replace NA with Zero in R
  • May 2022: “Top 40” New CRAN Packages

    • R-packages:

    • sciRmdTheme: Upgraded 'Rmarkdown' Themes for Scientific Writing
    • rflashtext: FlashText Algorithm for Finding and Replacing Words
      • ...more
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      Science Research WeeklyBy Mark R Williamson