Convert statistical analysis objects from R into tidy format
glance.ergm related to handling of MCMC details.tidy.epi.2by2 that resulted in errors with new version of epiR (#1028 by @nt-williams)exponentiate argument to tidy.gam() tidier applicable for parametric terms (#1013 by @ddsjoberg)exponentiate argument to tidy.negbin() tidier (#1011 by @ddsjoberg)spdep tidiers following breaking changes in the most recent releaseaugment tidiers resulting in .fitted and .se.fit array columns.y non-numeric after tidy_xyz (#973 by @jiho)MASS:glm.nb (#998 by @joshyam-k)tidy.fixest that sometimes prevented arguments like se from being used (#1001 by @karldw)tidy.fixest that resulted in errors when columns with name x are present (#1007 by @grantmcdermott)gamlss tidiers in favor of those provided in broom.mixed
nnet::multinom tidier in the case that the response
variable has only two levels (#993 by @vincentarelbundock and @hughjonesd)survival releasebroom 0.7.4 introduces tidier support for a number of new model objects and improves functionality of many existing tidiers!
Rchoice objects (#961 by @vincentarelbundock and @Nateme16)car::leveneTest (#968 by @vincentarelbundock and @mkirzon)cmprsk::crr (#971 and #552 by @vincentarelbundock and @margarethannum)augment() method for gam objects (#975 and #645 by @vincentarelbundock)vars objects (#979 and #161 by @vincentarelbundock and @Diego-MX)This release also restores tidiers for felm objects from the lfe package, which was recently unarchived from CRAN.
tidy.emmGrid can now return std.error and conf.* columns at the same time. (#962 by @vincentarelbundock and @jmbarbone)tidy.garch can now produce confidence intervals (#964 by @vincentarelbundock and @IndrajeetPatil)tidy.coxph can now report confidence intervals on models utilizing penalized/clustering terms (#966 by @vincentarelbundock and @matthieu-faron)augment.lm now works when some regression weights are equal to zero (#965 by @vincentarelbundock and @vnijs)tidy.coxph can now handle models utilizing penalized/clustering terms (#966 and #969 by @vincentarelbundock, @matthieu-faron, and @KZARCA)tidy.speedglm on R 4.0.0+ (#974 by @uqzwang)#977 and #666 by @vincentarelbundock and @atyre2)In broom 0.7.0, we introduced an error for model objects that subclassed lm and relied on tidy.lm(), or similarly for tidy.glm(). Tidiers for these objects were supported unintentionally, and we worried that tidiers for these objects would silently report innaccurate results.
In hindsight, this change was unnecessarily abrupt. We've decided to roll back this change, instead providing the following warning before allowing such objects to fall back to the lm/glm tidier methods:
Tidiers for objects of class {subclass} are not maintained by the broom team, and are only supported through the {dispatched method} tidier method. Please be cautious in interpreting and reporting broom output."
In addition,
summary.lm objects (#953 by @grantmcdermott)lfe package, which was archived from CRAN.0.7.0, we introduced an error for objects that subclassed
lm and relied on tidy.lm(). We've transitioned this error to a warning.While broom 0.7.1 is a minor release, it includes a number of exciting new features and bug fixes!
margins objects. (#700 by @grantmcdermott)mlogit objects (#887 by @gregmacfarlane)glance.coeftest() method (#932 by @grantmcdermott)One of the more major improvements in this release is the addition of the
interval argument to some augment methods for confidence, prediction,
and credible intervals. These columns will be consistently labeled .lower
and .upper! (#908 by @grantmcdermott, #925 by @bwiernik)
In addition...
glance.aov() method to include an r.squared column!glance.survfit() now passes ... to summary.survfit() to allow for
adjustment of RMST and other measures (#880 by @vincentarelbundock)glm and lm now error
more informatively.newdata warning message in augment.*() output when the newdata
didn't contain the response variable—augment methods no longer expect the
response variable in the supplied newdata argument. (#897 by @rudeboybert)tidy.geeglm() not being sensitive to the
exponentiate argument (#867)augment.fixest() returning residuals in the .fitted column. The
method also now takes a type.residuals argument and defaults to the same
type.predict argument as the fixest predict() method. (#877 by @karldw)tidy.felm confidence interval bug. Replaces "robust" argument with
"se.type". (#919 by @grantmcdermott; supersedes #818 by @kuriwaki)tidy.drc() where some term labels would result
in the overwriting of entries in the curve column (#914)tidy.zoo() (#916 by @WillemVervoort)tidy.prcomp() assigning the wrong PC labels from "loadings"
and "scores" matrices (#910 by @tavareshugo)tidy.polr() bug where p-values could only be returned if
exponentiate = FALSE.We followed through with the planned deprecation of character vector tidiers in this release. Other vector tidiers that were soft-deprecated in 0.7.0 will be fully deprecated in a later release.
broom 0.7.0 is a major release with a large number of new tidiers, improvements to internal consistency, and deprecations of functions and arguments. See the package NEWS for more information!
See NEWS