iTOS

Methods and Examples from Introduction to the Theory of Observational Studies

CRAN Package

Supplements for a book, "iTOS" = "Introduction to the Theory of Observational Studies." Data sets are 'aHDL' from Rosenbaum (2023a) doi:10.1111/biom.13558 and 'bingeM' from Rosenbaum (2023b) doi:10.1111/biom.13921. The function makematch() uses two-criteria matching from Zhang et al. (2023) doi:10.1080/01621459.2021.1981337 to create the matched data 'bingeM' from 'binge'. The makematch() function also implements optimal matching (Rosenbaum (1989) doi:10.2307/2290079) and matching with fine or near-fine balance (Rosenbaum et al. (2007) doi:10.1198/016214506000001059 and Yang et al (2012) doi:10.1111/j.1541-0420.2011.01691.x). The book makes use of two other R packages, 'weightedRank' and 'tightenBlock'.

  • Version1.0.3
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release09/05/2024

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  • Imports4 packages
  • Suggests1 package