v0.33.5

StatsBase v0.33.5

Diff since v0.33.4

Closed issues:

• sample! missing a method (#633)
• incorrect ordering for sample(replace=true, ordered=true) (#675)

Merged pull requests:

• add replace and ordered keywords for sample! method (#633) (#636) (@fredcallaway)
• fix sequential sampling with replacement (#677) (@stevengj)
• add cooksdistance (#679) (@ericqu)

v0.33.4

StatsBase v0.33.4

Diff since v0.33.3

Closed issues:

• normalize! generated function error in Documenter build (#635)
• corspearman doesn't deal with NaNs (#657)
• Possible error in autocov? (#665)

Merged pull requests:

• Improve handling of NaN in ranks and rank correlations (#659) (@nalimilan)
• Stop exporting nonexistent findat and wmean! (#663) (@nalimilan)
• Markdown show method for CoefTable (#664) (@palday)
• Make PValue and TestStat behave like Reals (#668) (@palday)
• NaN test for Real-ness for PValue and TestStat (#669) (@palday)
• Base.hash for test statistics (#670) (@palday)

v0.33.3

StatsBase v0.33.3

Diff since v0.33.2

Closed issues:

• Unreasonable warning spam (#263)
• Make coeftable objects conform to Tables API (#527)
• Can we put some example on sample methods? (#610)
• counts(x::IntegerArray) doesn't play nice with arrays of random integers (#617)
• ZScoreTransform and UnitRangeTransform do not support CuArray (#619)
• Is there support for a StatsModelsAPI for method stubs only? (#625)
• summarystats returns NaN median/min/max/quantiles for any array with mean exactly 0 (#631)
• Fisher–Yates sampling returns incorrect results when used with OffsetArrays (#641)
• Sampling with OffsetArray of weights samples incorrectly (#644)
• ERROR: ArgumentError: no default Tables.columns implementation for type: StatsBase.CoefTable (#654)

Merged pull requests:

• Enhance ranking code (#589) (@alyst)
• Adds a weighted mode call (#611) (@rofinn)
• Add a no-op PValue(::PValue) constructor (#612) (@ararslan)
• Tighten signature of weights constructor (#620) (@nalimilan)
• Move to GitHub Actions for CI (#621) (@nalimilan)
• more generic ZScoreTransform, UnitRangeTranform to support CuArrays (#622) (@sdewaele)
• Document that addcounts supports weights (#623) (@nalimilan)
• Avoid random failures in test (#624) (@nalimilan)
• Stop using LinearAlgebra.copy_oftype (#626) (@nalimilan)
• Fix CI badge (#628) (@nalimilan)
• Make CoefTable implement the Tables.jl interface (#629) (@nalimilan)
• Fix #631, summarystats returned NaN quantiles for arrays with mean 0 (#632) (@ikirill)
• Rewrote corkendall (issue 634) (#647) (@PGS62)
• Improve manual for data transformations (#648) (@nalimilan)
• Fix link to CI badge (#651) (@nalimilan)
• use docdeploy action instead of manual doc script (#653) (@kleinschmidt)
• Release 0.33.3 (#655) (@nalimilan)
• Fix histogram tests on Julia nightlies (#656) (@nalimilan)

v0.33.2

StatsBase v0.33.2

Diff since v0.33.1

Closed issues:

• RealFP types too restrictive for signalcorr.jl methods (#459)
• R² generalization (#549)
• Interquartile Range - manual computation vs iqr function (#572)
• Typo in function informationmatrix (#577)
• countmap should accept any iterator (#581)
• UndefVarError: l not defined when calling fit with dims = nothing using StatsBase v0.33.0 (#594)
• Iterating over UnitWeights is slow (#600)
• Subsetting UnitWeights with BitVector returns an error (#601)

Merged pull requests:

• Fix wrong argument name in informationmatrix (#579) (@nalimilan)
• Fix transformation fit call with default variables (#595) (@wildart)
• Update weights.jl (#602) (@matthieugomez)
• Update weights.jl (#603) (@matthieugomez)
• Make countmap support iterators (#605) (@Moelf)
• Fix tests on Julia 1.6 (#606) (@nalimilan)

v0.33.1

StatsBase v0.33.1

Diff since v0.33.0

Closed issues:

• possible test failure in upcoming Julia version 1.5 (#575)
• RFC: GPU cuda-based countmap (#585)
• sample() from a DataFrame view causes errors (#587)

Merged pull requests:

• fix legacy usage of RangeGenerator (#576) (@rfourquet)
• Correct docstrings of autocor and autocov (#584) (@fzierler)
• Test on current release and fix test failures (#592) (@andreasnoack)
• Allow DataStructures 0.18 (#593) (@andreasnoack)
• Release patch version (#596) (@DhairyaLGandhi)

v0.33.0

StatsBase v0.33.0

Diff since v0.32.2

Closed issues:

• 0.32.1 introduces a breaking change (#556)
• constant normalization in autocor? (#562)

Merged pull requests:

• Add random sampling algorithm D (#558) (@mrrobot-2000)
• fix breaking zscore changes (backport to 0.32 branch) (#565) (@kleinschmidt)
• Remove fptype (#567) (@devmotion)
• Bump version to 0.33.0 (#571) (@ararslan)

v0.32.2

StatsBase v0.32.2

Diff since v0.32.1

Closed issues:

• winsor implicitly sorts data (#437)
• Why are non-breaking releases increasing the minor version? (#523)
• Tag a new version? (#547)
• indims equal to length of input vector (#555)

Merged pull requests:

• trim and winsor now maintain original order (#546) (@AsafManela)
• Add :devianceratio variant to r² function (#550) (@getzze)
• New version (0.33.00.32.1) and update docs (#554) (@kleinschmidt)

v0.32.1

StatsBase v0.32.1

Diff since v0.32.0

Closed issues:

• A Ones type (#135)
• UnitWeights (#358)
• Register v0.32 (#508)
• Add support for BitArrays to rle (#510)
• weighed mean/sum fail on vector of vectors (#534)
• Feature request: provide pvalues for correlation coefficients (#535)
• StatisticalModel input for bic and aic functions (#544)
• Integer overflow in mean() (#551)

Merged pull requests:

• Provide standardize API for 1D array (#490) (@yuehhua)
• Improve transformation docs (#491) (@nalimilan)
• add docstring to Histogram (#495) (@jw3126)
• extend ecdf to a weighted sample (#500) (@johnczito)
• Add rle support for BitArray (#511) (@ianfiske)
• Add unit weights (#515) (@lbittarello)
• Fix docs (#519) (@andreasnoack)
• rle for Union{Missing, T} (#521) (@xiaodaigh)
• Remove pkg.julialang.org badges (#525) (@nalimilan)
• Simplify weights (#526) (@lbittarello)
• add responsename (#528) (@matthieugomez)
• add crossmodelmatrix (#529) (@matthieugomez)
• Remove mention of deviance in adjr2 docstring (#531) (@nalimilan)
• better NaN handling with ecdf (#537) (@joshday)
• Stop using the deprecated values function (#543) (@andreasnoack)
• Add bounds on dependencies (#545) (@andreasnoack)
• Remove unnecessary convert(Vector, wv) calls (#548) (@nalimilan)
• Install TagBot as a GitHub Action (#553) (@JuliaTagBot)

v0.32.0

v0.32.0 (2019-07-30)

Diff since v0.31.0

Closed issues:

• std not re-exported? (#504)

Merged pull requests:

• version bump (#507) (matbesancon)
• Fix incorrect heading level in exponential weights docs (#503) (nalimilan)
• Add DataAPI as a dependency to share describe with other packages (#496) (quinnj)

v0.31.0

Adds a utility eweights function #401