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DoubleML 0.5.0
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@MalteKurz MalteKurz released this 14 Jun 10:03
· 47 commits to 0.5.X since this release
0.5.0
c8af422
  • Implement a new score function score = 'IV-type' for the PLIV model (for details see #161)
    --> API change from DoubleMLPLIV$new(obj_dml_data, ml_g, ml_m, ml_r [, ...]) to DoubleMLPLIV$new(obj_dml_data, ml_g, ml_m, ml_r, ml_g [, ...])
  • Adapt the nuisance estimation for the 'IV-type' score for the PLR model (for details see #161)
    --> API change from DoubleMLPLR$new(obj_dml_data, ml_g, ml_m [, ...]) to DoubleMLPLR$new(obj_dml_data, ml_l, ml_m, ml_g [, ...])
  • Use task_type instead of learner_class to identify whether a learner is meant to regress or classify (this change makes it possible to easily integrate pipelines from mlr3pipelines as learner for the nuisance functions) #141
  • Add Contribution Guidelines, issue templates, a pull request template and a discussion forum to the R package repository #142 #146 #147
  • Allow the usage of classifiers for binary outcome variables in the model classes IRM and IIVM #114
  • Bug fixes and maintenance #155 #156 #157 #158 #160 #163
Assets 3