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NEWS.md: Minor fix (print.vsel() has an own digits argument now).
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fweber144 committed Nov 22, 2023
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Expand Up @@ -24,7 +24,7 @@ If you read this from a place other than <https://mc-stan.org/projpred/news/inde
* Global option `projpred.verbose_project` now affects the verbosity of *all* projections performed by the built-in divergence minimizers (except for the built-in L1-projection divergence minimizer). In particular, the divergence minimizer (no matter whether built-in or user-specified) is also employed when calling `varsel()` or `cv_varsel()`, so setting option `projpred.verbose_project` to `TRUE` now shows the progress of the projections during a `varsel()` or `cv_varsel()` call. Previously, that option only affected the projections performed through `project()` (see the default for `project()`'s argument `verbose`). Usually, setting `projpred.verbose_project` to `TRUE` only makes sense when setting global option `projpred.extra_verbose` and argument `verbose` (of `varsel()` or `cv_varsel()`) to `TRUE` as well.
* Added a `print()` method for objects of class `refmodel`, mainly to avoid cluttering the console when printing such objects accidentally.
* Argument `extract_model_data` of `init_refmodel()` is now allowed to be `NULL` for using an internal default.
* `print.vselsummary()` (and hence also `print.vsel()`) now use a minimum number of significant digits of `2` by default. The previous behavior can be restored by setting `options(projpred.digits = getOption("digits"))`.
* `print.vselsummary()` and `print.vsel()` now use a minimum number of significant digits of `2` by default. The previous behavior can be restored by setting `options(projpred.digits = getOption("digits"))`.
* Added a new performance statistic, the geometric mean predictive density (GMPD). This is particularly useful for discrete outcomes because there, the GMPD is a geometric mean of probabilities and hence bounded by zero and one. For details, see argument `stats` of the `?summary.vsel` help. (GitHub: #476)
* `project()`'s argument `verbose` now gets passed to argument `verbose_divmin` (not `projpred_verbose`) of the divergence minimizer function (see argument `div_minimizer` of `init_refmodel()`).

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