Statistics package: Difference between revisions
Jump to navigation
Jump to search
Carandraug (talk | contribs) (add functions in package to move to core) |
No edit summary |
||
(4 intermediate revisions by 3 users not shown) | |||
Line 1: | Line 1: | ||
The {{Forge|statistics|statistics package}} is part of the | The {{Forge|statistics|statistics package}} is part of the [[Octave Forge]] project. | ||
== Core package == | == Core package == | ||
Line 12: | Line 12: | ||
|- | |- | ||
|anderson_darling_cdf | |anderson_darling_cdf | ||
| | | | ||
|- | |- | ||
Line 42: | Line 39: | ||
|- | |- | ||
|princomp | |princomp | ||
|matlab says that the function has been removed but likely is a lie | |matlab says that the function has been removed but likely is a lie. We should keep it too. | ||
|- | |- | ||
|qrandn | |qrandn | ||
Line 68: | Line 65: | ||
=== Matlab incompatible === | === Matlab incompatible === | ||
These functions have the same name as Matlab functions but have a different interface | |||
* boxplot | * boxplot | ||
Line 81: | Line 78: | ||
!forge function | !forge function | ||
!matlab counterpart | !matlab counterpart | ||
|- | |||
|anderson_darling_test | |||
|adtest | |||
|- | |- | ||
|bbscdf | |bbscdf | ||
Line 184: | Line 184: | ||
=== Ready to go === | === Ready to go === | ||
These functions seem to be matlab compatible | |||
<div style="column-count:4;-moz-column-count:4;-webkit-column-count:4"> | <div style="column-count:4;-moz-column-count:4;-webkit-column-count:4"> | ||
Line 698: | Line 698: | ||
=== Missing options === | === Missing options === | ||
[[Category:Octave | [[Category:Octave Forge]] | ||
[[Category:Missing functions]] |
Revision as of 20:17, 8 April 2019
The statistics package is part of the Octave Forge project.
Core package
We need to decide what to do with the functions in the existing forge package when:
To be decided
function | decision/notes |
---|---|
anderson_darling_cdf | |
cl_multinom | |
dcov | |
gevfit_lmom | |
iwishpdf | |
jsucdf | |
jsupdf | |
monotone_smooth | |
normalise_distribution | |
princomp | matlab says that the function has been removed but likely is a lie. We should keep it too. |
qrandn | |
runstest | |
sigma_pts | not yet released |
violin | |
vmpdf | |
vmrnd | |
wishpdf |
Matlab incompatible
These functions have the same name as Matlab functions but have a different interface
- boxplot
- gpcdf
- gpinv
- gppdf
- gprnd
Can be reused in other functions
forge function | matlab counterpart |
---|---|
anderson_darling_test | adtest |
bbscdf | BirnbaumSaundersDistribution class |
bbsinv | BirnbaumSaundersDistribution class |
bbspdf | BirnbaumSaundersDistribution class |
bbsrnd | BirnbaumSaundersDistribution class |
binotest | binofit |
burrcdf | BurrDistribution class |
burrinv | BurrDistribution class |
burrpdf | BurrDistribution class |
burrrnd | BurrDistribution class |
nakacdf | NakagamiDistribution class |
nakainv | NakagamiDistribution class |
nakapdf | NakagamiDistribution class |
nakarnd - should be used to implement the | NakagamiDistribution class |
regress_gp | RegressionGP class |
repanova | RepeatedMeasuresModel.ranova |
tricdf | TriangularDistribution class |
triinv | TriangularDistribution class |
tripdf | TriangularDistribution class |
trirnd | TriangularDistribution class |
logistic_cdf | LogisticDistribution class |
logistic_inv | LogisticDistribution class |
logistic_pdf | LogisticDistribution class |
logistic_rnd | LogisticDistribution class |
stdnormal_cdf | NormalDistribution class |
stdnormal_inv | NormalDistribution class |
stdnormal_pdf | NormalDistribution class |
stdnormal_rnd | NormalDistribution class |
anova | anova method in different *Model classes |
manova | manova methods in different *Model classes |
bartlett_test | barttest |
kolmogorov_smirnov_test | ktest |
kolmogorov_smirnov_test_2 | ktest2 |
kruskal_wallis_test | kruskalwallis |
Ready to go
These functions seem to be matlab compatible
- anovan
- betastat
- binostat
- binotest
- canoncorr
- caseread
- casewrite
- cdf
- chi2stat
- cmdscale
- combnk
- copulacdf
- copulapdf
- copularnd
- crossval
- @cvpartition
- dendrogram
- expstat
- ff2n
- fitgmdist
- fstat
- fullfact
- gamfit
- gamlike
- gamstat
- geomean
- geostat
- gevcdf
- gevfit
- gevinv
- gevlike
- gevpdf
- gevrnd
- gevstat
- gmdistribution
- grp2idx
- harmmean
- hist3
- histfit
- hmmestimate
- hmmgenerate
- hmmviterbi
- hygestat
- iwishrnd
- jackknife
- kmeans
- linkage
- lognstat
- mad
- mahal
- mnpdf
- mnrnd
- mvncdf
- mvnpdf
- mvnrnd
- mvtcdf
- mvtpdf
- mvtrnd
- nanmax
- nanmean
- nanmedian
- nanmin
- nanstd
- nansum
- nanvar
- nbinstat
- normplot
- normstat
- pcacov
- pcares
- pdist2
- pdist
- plsregress
- poisstat
- random
- randsample
- raylcdf
- raylinv
- raylpdf
- raylrnd
- raylstat
- regress
- signtest
- squareform
- stepwisefit
- tabulate
- tblread
- tblwrite
- trimmean
- tstat
- ttest2
- ttest
- unidstat
- unifstat
- vartest2
- vartest
- wblstat
- wishrnd
- ztest
- prctile
- qqplot
- betacdf
- betainv
- betapdf
- betarnd
- binocdf
- binoinv
- binopdf
- binornd
- chi2cdf
- chi2inv
- chi2pdf
- chi2rnd
- expcdf
- expinv
- exppdf
- exprnd
- fcdf
- finv
- fpdf
- frnd
- gamcdf
- gaminv
- gampdf
- gamrnd
- geocdf
- geoinv
- geopdf
- geornd
- hygecdf
- hygeinv
- hygepdf
- hygernd
- logncdf
- logninv
- lognpdf
- lognrnd
- nbincdf
- nbininv
- nbinpdf
- nbinrnd
- normcdf
- norminv
- normpdf
- normrnd
- poisscdf
- poissinv
- poisspdf
- poissrnd
- tcdf
- tinv
- tpdf
- trnd
- unidcdf
- unidinv
- unidpdf
- unidrnd
- unifcdf
- unifinv
- unifpdf
- unifrnd
- wblcdf
- wblinv
- wblpdf
- wblrnd
Development
Follows an incomplete list of stuff missing in the statistics package to be matlab compatible. Bugs are not listed here, search and report them on the bug tracker instead.
this entire section is about the current development version. If a Matlab function is missing from the list and does not appear on the current release of the package, confirm that is also missing in the development sources before adding it.
Missing functions
- ClassificationBaggedEnsemble
- ClassificationDiscriminant
- ClassificationDiscriminant.fit
- ClassificationEnsemble
- ClassificationKNN
- ClassificationKNN.fit
- ClassificationPartitionedEnsemble
- ClassificationPartitionedModel
- ClassificationTree
- ClassificationTree.fit
- CompactClassificationDiscriminant
- CompactClassificationEnsemble
- CompactClassificationTree
- CompactRegressionEnsemble
- CompactRegressionTree
- CompactTreeBagger
- ExhaustiveSearcher
- GeneralizedLinearModel
- GeneralizedLinearModel.fit
- GeneralizedLinearModel.stepwise
- KDTreeSearcher
- LinearMixedModel
- LinearMixedModel.fit
- LinearMixedModel.fitmatrix
- LinearModel
- LinearModel.fit
- LinearModel.stepwise
- NaiveBayes
- NaiveBayes.fit
- NonLinearModel
- NonLinearModel.fit
- ProbDistUnivKernel
- ProbDistUnivParam
- RegressionBaggedEnsemble
- RegressionEnsemble
- RegressionPartitionedEnsemble
- RegressionPartitionedModel
- RegressionTree
- RegressionTree.fit
- TreeBagger
- addTerms
- addedvarplot
- addlevels
- adtest
- andrewsplot
- anova1
- anova2
- ansaribradley
- aoctool
- barttest
- bbdesign
- betafit
- betalike
- binofit
- biplot
- bootci
- bootstrp
- candexch
- candgen
- capability
- capaplot
- ccdesign
- cdfplot
- cell2dataset
- chi2gof
- cholcov
- classify
- classregtree
- cluster
- clusterdata
- clustering.evaluation.CalinskiHarabaszEvaluation
- clustering.evaluation.DaviesBouldinEvaluation
- clustering.evaluation.GapEvaluation
- clustering.evaluation.SilhouetteEvaluation
- coefCI
- coefTest
- compact
- compare
- confusionmat
- controlchart
- controlrules
- cophenet
- copulafit
- copulaparam
- copulastat
- cordexch
- corrcov
- covarianceParameters
- coxphfit
- createns
- crosstab
- datasample
- dataset
- dataset2cell
- dataset2struct
- dataset2table
- datasetfun
- daugment
- dcovary
- designMatrix
- devianceTest
- dfittool
- disttool
- droplevels
- dummyvar
- dwtest
- ecdf
- ecdfhist
- evalclusters
- evcdf
- evfit
- evinv
- evlike
- evpdf
- evrnd
- evstat
- explike
- export
- factoran
- fitdist
- fitensemble
- fitglm
- fitlm
- fitlme
- fitlmematrix
- fitnlm
- fitted
- fixedEffects
- fracfact
- fracfactgen
- friedman
- fsurfht
- gagerr
- getlabels
- getlevels
- gline
- glmfit
- glmval
- glyphplot
- gname
- gpcdf
- gpfit
- gpinv
- gplike
- gplotmatrix
- gppdf
- gprnd
- gpstat
- grpstats
- gscatter
- haltonset
- hmmdecode
- hmmtrain
- hougen
- icdf
- inconsistent
- interactionplot
- invpred
- islevel
- ismissing
- isundefined
- jbtest
- johnsrnd
- join
- knnsearch
- kruskalwallis
- ksdensity
- kstest
- kstest2
- labels
- lasso
- lassoPlot
- lassoglm
- levelcounts
- leverage
- lhsdesign
- lhsnorm
- lillietest
- linhyptest
- lognfit
- lognlike
- lsline
- mahal
- maineffectsplot
- makedist
- manova1
- manovacluster
- mat2dataset
- mdscale
- mergelevels
- mhsample
- mle
- mlecov
- mnrfit
- mnrval
- multcompare
- multivarichart
- mvregress
- mvregresslike
- nancov
- nbinfit
- ncfcdf
- ncfinv
- ncfpdf
- ncfrnd
- ncfstat
- nctcdf
- nctinv
- nctpdf
- nctrnd
- nctstat
- ncx2cdf
- ncx2inv
- ncx2pdf
- ncx2rnd
- ncx2stat
- negloglik
- nlinfit
- nlintool
- nlmefit
- nlmefitsa
- nlparci
- nlpredci
- nnmf
- nominal
- normfit
- normlike
- normspec
- optimalleaforder
- ordinal
- parallelcoords
- paramci
- paretotails
- partialcorr
- partialcorri
- pca
- pearsrnd
- perfcurve
- plotAdded
- plotAdjustedResponse
- plotDiagnostics
- plotEffects
- plotInteraction
- plotResiduals
- plotSlice
- poissfit
- polytool
- ppca
- predict
- prob.BetaDistribution
- prob.BinomialDistribution
- prob.BirnbaumSaundersDistribution
- prob.BurrDistribution
- prob.ExponentialDistribution
- prob.ExtremeValueDistribution
- prob.GammaDistribution
- prob.GeneralizedExtremeValueDistribution
- prob.GeneralizedParetoDistribution
- prob.InverseGaussianDistribution
- prob.KernelDistribution
- prob.LogisticDistribution
- prob.LoglogisticDistribution
- prob.LognormalDistribution
- prob.MultinomialDistribution
- prob.NakagamiDistribution
- prob.NegativeBinomialDistribution
- prob.NormalDistribution
- prob.PiecewiseLinearDistribution
- prob.PoissonDistribution
- prob.RayleighDistribution
- prob.RicianDistribution
- prob.TriangularDistribution
- prob.UniformDistribution
- prob.WeibullDistribution
- prob.tLocationScaleDistribution
- probplot
- procrustes
- proflik
- qrandset
- qrandstream
- randomEffects
- randtool
- rangesearch
- ranksum
- raylfit
- rcoplot
- refcurve
- refline
- regstats
- relieff
- removeTerms
- residuals
- response
- ridge
- robustdemo
- robustfit
- rotatefactors
- rowexch
- rsmdemo
- rstool
- sampsizepwr
- scatterhist
- sequentialfs
- setlabels
- signrank
- silhouette
- slicesample
- sobolset
- statget
- statset
- step
- stepwise
- stepwiseglm
- stepwiselm
- struct2dataset
- surfht
- svmclassify
- svmtrain
- table2dataset
- tabulate
- tdfread
- tiedrank
- truncate
- unifit
- vartestn
- wblfit
- wbllike
- wblplot
- x2fx
- xptread