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Releases: ddimmery/tidyhte

v1.0.3

28 Jul 16:09

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No substantive changes. Updates to links and email address for maintainer.

v0.2.1 Pre-release

03 Mar 12:51

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v0.2.1 Pre-release Pre-release
Pre-release

tidyhte 0.2.1

  • Bug fixes and fixes for build errors.

tidyhte 0.2.0

  • Add methods to configs which allow the addition of models and moderators after the initial instantiation. This is a first step towards the eventual recipe API.

  • If no moderators are specified in call to estimate_QoI, then all moderators listed in the MCATE definition are used.

  • First version of the recipe API is available for use!

  • Move joint effect model config to a single unified location in HTE_cfg.

  • Save the names of features used in SuperLearner ensembles so that when out-of-sample predictions are requested, columns of all zeros can be imputed for features that do not exist. This imputation will simply eliminate errors when there is a factor variable with a level observed in training but not in testing. This error would never appear in the case of a continuous covariate, because it will always exist across splits, so it only eliminates errors due to one-hot-encoding factor variables.

  • Add an initial draft of a vignette on methodological details undergirding the package.

  • Adds a linear-only version of variable importance that calculates the reduction in residual MSE from including a particular moderator.

  • Adds a Regression ROC Curve diagnostic for regression models.

  • Allows access to predictions from effect regression.

Zenodo Pre-release

03 Feb 13:46

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Pre-release

This is a pre-release for use in setting up Zenodo and acquiring a DOI.