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Uncertainty Intervals and Sensitivity Analysis for Missing Data

CRAN Package

Implements functions to derive uncertainty intervals for (i) regression (linear and probit) parameters when outcome is missing not at random (non-ignorable missingness) introduced in Genbaeck, M., Stanghellini, E., de Luna, X. (2015) doi:10.1007/s00362-014-0610-x and Genbaeck, M., Ng, N., Stanghellini, E., de Luna, X. (2018) doi:10.1007/s10433-017-0448-x; and (ii) double robust and outcome regression estimators of average causal effects (on the treated) with possibly unobserved confounding introduced in Genbaeck, M., de Luna, X. (2018) doi:10.1111/biom.13001.

  • Version0.1.1
  • R version≥ 3.5
  • LicenseGPL-2
  • Needs compilation?No
  • Last release11/11/2019

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  • Imports4 packages
  • Suggests1 package