## PosteriorStats v0.4.8 [Diff since v0.4.7](https://github.com/arviz-devs/PosteriorStats.jl/compare/v0.4.7...v0.4.8) **Merged pull requests:** - CompatHelper: bump compat for DimensionalData in [extras] to 0.30, (keep existing compat) (#91) (@github-actions[bot]) - refactor: Reimplement pointwise log-like for JointOrderStatistics (#92) (@sethaxen)

## PosteriorStats v0.4.6 [Diff since v0.4.5](https://github.com/arviz-devs/PosteriorStats.jl/compare/v0.4.5...v0.4.6)

## PosteriorStats v0.4.5 [Diff since v0.4.4](https://github.com/arviz-devs/PosteriorStats.jl/compare/v0.4.4...v0.4.5) **Merged pull requests:** - CompatHelper: bump compat for Optim to 2, (keep existing compat) (#85) (@github-actions[bot]) - chore: Update changelog for #85 (#87) (@sethaxen)

## PosteriorStats v0.4.0 [Diff since v0.3.0](https://github.com/arviz-devs/PosteriorStats.jl/compare/v0.3.0...v0.4.0) ## Breaking changes - Change default CI probability to 0.89 (#72) - Change `r2_score` to return a point estimate and CI instead of an SE (#73) - Remove `waic` and `WAICResult` (#75) **Merged pull requests:** - Change default CI probability to 0.89 (#72) (@sethaxen) - Update r2_score (#73) (@sethaxen) - Remove WAIC (#75) (@sethaxen) - Avoid unnecessarily eltype promotion for CIs (#77) (@sethaxen) **Closed issues:** - Changing default CI probability (#35) - Removing WAIC (#71)

## PosteriorStats v0.2.8 [Diff since v0.2.7](https://github.com/arviz-devs/PosteriorStats.jl/compare/v0.2.7...v0.2.8) **Merged pull requests:** - Update loo_pit docstring example (#55) (@sethaxen) - Backport #55 to v0.2.x (#56) (@sethaxen)

## PosteriorStats v0.2.7 [Diff since v0.2.6](https://github.com/arviz-devs/PosteriorStats.jl/compare/v0.2.6...v0.2.7) **Merged pull requests:** - Backport "Update doctests for new ArviZExampleData (#45)" (#52) (@sethaxen)

## PosteriorStats v0.2.6 [Diff since v0.2.5](https://github.com/arviz-devs/PosteriorStats.jl/compare/v0.2.5...v0.2.6) **Merged pull requests:** - Run CI on pre-release versions instead of nightlies (#34) (@sethaxen) - Represent HDI and ETI using IntervalSets (#36) (@sethaxen) - Fix and test ETI computation (#37) (@sethaxen) - Make unimodal HDI more efficient (#38) (@sethaxen) - Add eti to API (#39) (@sethaxen) - Add multimodal HDI (#40) (@sethaxen) - Bump codecov/codecov-action from 4 to 5 (#41) (@dependabot[bot]) - Add docs interlinks (#42) (@sethaxen) - Use DocumenterCitations in docs (#43) (@sethaxen) - CompatHelper: bump compat for DataInterpolations to 7, (keep existing compat) (#44) (@github-actions[bot]) - Update doctests for new ArviZExampleData (#45) (@sethaxen) - Improvements to show method precision (#46) (@sethaxen) - Rename `mcse` suffixes to `se` prefixes (#47) (@sethaxen) - CompatHelper: bump compat for DataInterpolations to 8, (keep existing compat) (#50) (@github-actions[bot]) - Bump test dependency compats (#51) (@sethaxen) - Backport Julia lower bound as v1.8 (#53) (@sethaxen) **Closed issues:** - Implement multimodal HDI (#7) - Nicer representations of intervals (#25)

## PosteriorStats v0.2.5 [Diff since v0.2.4](https://github.com/arviz-devs/PosteriorStats.jl/compare/v0.2.4...v0.2.5) **Merged pull requests:** - Replace generated function with `nameof` (#33) (@sethaxen)