v0.4.2

PosteriorStats v0.4.2

Diff since v0.4.1

Merged pull requests:

• Bump actions/checkout from 4 to 5 (#79) (@dependabot[bot])
• Reorganize summarize/SummaryStats source (#80) (@sethaxen)

v0.4.1

PosteriorStats v0.4.1

Diff since v0.4.0

Merged pull requests:

• Fix broken doctests (#78) (@sethaxen)

v0.4.0

PosteriorStats v0.4.0

Diff since v0.3.0

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)

v0.3.0

PosteriorStats v0.3.0

Diff since v0.2.8

Breaking changes

• eti and hdi now return an array of IntervalSets.ClosedInterval instead of two arrays, each containing the lower and upper bounds of the interval. (#36)
• ELPD-related methods (waic/loo) when they compute standard errors now use the se_ prefix instead of the _mcse suffix. (#47)
• Changes to API and defaults in summarize. (see #63 for details)
• Stop smoothing discrete data in loo_pit. (#68)
• Make SummaryStats's indexing API non-public (#69)
• Refactor SummaryStats fields and constructor (#70)

Merged pull requests:

• Bump julia-actions/julia-downgrade-compat from 1 to 2 (#57) (@dependabot[bot])
• Pointwise log-likelihoods for non-factorizable models (#58) (@marcobonici)
• Bump Julia lower bound to v1.10 (LTS) (#59) (@sethaxen)
• Cache R dependencies in CI (#60) (@sethaxen)
• Add pointwise log-likelihoods for more observation models (#61) (@sethaxen)
• Refactor summarize (#63) (@sethaxen)
• Reorganize and simplify utilities for showing tables (#64) (@sethaxen)
• Move R-loo reference tests to their own workflow (#65) (@sethaxen)
• Remove ArviZExampleData as a test dependency (#66) (@sethaxen)
• Fix relative effiency computation in loo docstring (#67) (@sethaxen)
• Stop smoothing discrete data in loo_pit (#68) (@sethaxen)
• Remove SummaryStats's fields, type parameters, and indexing interface from the public API (#69) (@sethaxen)
• Refactor SummaryStats (#70) (@sethaxen)

Closed issues:

• Changing default CI probability (#35)
• LOO and ELPD for non factorizable models (#49)
• Calculation of relative efficiency in loo docstring (#54)

v0.2.8

PosteriorStats v0.2.8

Diff since v0.2.7

Merged pull requests:

• Update loo_pit docstring example (#55) (@sethaxen)
• Backport #55 to v0.2.x (#56) (@sethaxen)

v0.2.7

PosteriorStats v0.2.7

Diff since v0.2.6

Merged pull requests:

• Backport "Update doctests for new ArviZExampleData (#45)" (#52) (@sethaxen)

v0.2.6

PosteriorStats v0.2.6

Diff since v0.2.5

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)

v0.2.5

PosteriorStats v0.2.5

Diff since v0.2.4

Merged pull requests:

• Replace generated function with nameof (#33) (@sethaxen)

v0.2.4

PosteriorStats v0.2.4

Diff since v0.2.3

Merged pull requests:

• CompatHelper: bump compat for DataInterpolations to 6, (keep existing compat) (#31) (@github-actions[bot])

v0.2.3

PosteriorStats v0.2.3

Diff since v0.2.2

Merged pull requests:

• Bump julia-actions/setup-julia from 1 to 2 (#28) (@dependabot[bot])
• Bump julia-actions/cache from 1 to 2 (#30) (@dependabot[bot])
• Fix downgrade CI workflow (#32) (@sethaxen)