Package: StatDA 1.7.11

StatDA: Statistical Analysis for Environmental Data

Statistical analysis methods for environmental data are implemented. There is a particular focus on robust methods, and on methods for compositional data. In addition, larger data sets from geochemistry are provided. The statistical methods are described in Reimann, Filzmoser, Garrett, Dutter (2008, ISBN:978-0-470-98581-6).

Authors:Peter Filzmoser [aut, cre, cph]

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StatDA/json (API)

# Install 'StatDA' in R:
install.packages('StatDA', repos = c('https://filzmoserp.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.15 score 141 scripts 397 downloads 65 exports 47 dependencies

Last updated 1 years agofrom:828bc95cda. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 29 2024
R-4.5-winOKOct 29 2024
R-4.5-linuxOKOct 29 2024
R-4.4-winOKOct 29 2024
R-4.4-macOKOct 29 2024
R-4.3-winOKOct 29 2024
R-4.3-macOKOct 29 2024

Exports:.check.borders.geoR_inoutarbit.sizearbit.symbolarwboxesboxplotlegendboxplotlogboxplotpercboxplotperc.statsbubbleFINcirclesconcareaconcareaExampleKolacor.signCorCompareCorGroupsdo.ellipsesEDA.sizeEDA.symbolEDAacc.sizeEDAacc.symbolEDAacc2.sizeEDAacc2.symbolEDAacc3.sizeEDAacc3.symbolEDAext.sizeEDAext.symboledaplotedaplotlogfactanal.fit.principalGSC.sizeGSC.symbolKrigeLegendloadplotmonchNortharrowpfaplotbgplotelementplotellipseplotmvoutlierplotunioutpolygridpolysppplot.dasprint.corsignqpplot.dasqqplot.dasrg.boxplotrg.mvarg.mvallocrg.remove.narg.robmvarg.wtdsumsRobCor.plotroundprettyroundpretty.subscalebarscatter3dPETERSmoothLegendsunsSymbLegendternaryvarcomp

Dependencies:base64encBHbslibcachemclasscliclusterDEoptimRdigeste1071evaluatefastmapfontawesomefsgeoRgluehighrhtmltoolshtmlwidgetsjquerylibjsonliteknitrlatticelifecyclemagrittrMASSMatrixMBAmemoisemgcvmimenlmeproxyR6rappdirsrglrlangrmarkdownrobustbasesasssgeostatspsplancstinytexxfunxtableyaml

Readme and manuals

Help Manual

Help pageTopics
Adaptive reweighted estimator for multivariate location and scatterarw
Au data, newAuNEW
Au data, oldAuOLD
B-horizon of the Kola Databhorizon
Borders of the Kola Project boundarybordersKola
Boxesboxes
Boxplotlegendboxplotlegend
Boxplotlogboxplotlog
Boxplot based on percentilesboxplotperc
Bubbleplot due to Finnish methodbubbleFIN
Analytical duplicates of the C-horizon Kola dataCHorANADUP
Field duplicates of the C-horizon Kola dataCHorFieldDUP
C-horizon of the Kola Datachorizon
Standard reference material for the Kola dataCHorSTANDARD
Plot Concentration Areaconcarea
Concentration Area Plot for Kola data exampleconcareaExampleKola
Correlation Matrixcor.sign
Compares Correlation MatricesCorCompare
Correlation Matrix for Sub-groupsCorGroups
Plot Ellipsesdo.ellipses
EDA-plot for dataedaplot
Edaplot for logtransformed dataedaplotlog
Fit a Factor Analysisfactanal.fit.principal
kola.backgroundkola.background
KrigeKrigeLegend
Plot the Loadings of a FAloadplot
Boundary of the Monchegorsk areamonch
Moss layer of the Kola Datamoss
Boundary of the area Nikel-Zapoljarnijnizap
NortharrowNortharrow
O-horizon of the Kola Dataohorizon
Principal Factor Analysispfa
Kola background Plotplotbg
Plot Elements of a Discriminant Analysisplotelement
Plot Ellipseplotellipse
Multivariate outlier plotplotmvoutlier
Multivariate outlier plot for each dimensionplotuniout
Coordinates of Points Inside a Polygonpolygrid
Connect the Values with a Polygonpolys
PP plotppplot.das
QP plotqpplot.das
QQ plotqqplot.das
Result of the function eyefit for variogram estimation.res.eyefit.As_C
Result of the function eyefit for variogram estimation.res.eyefit.As_C_m
Result of the function eyefit for variogram estimation.res.eyefit.AuNEW
Result of the function eyefit for variogram estimation.res.eyefit.Ca_C
Result of the function eyefit for variogram estimation.res.eyefit.Ca_O
Result of the function eyefit for variogram estimation.res.eyefit.Hg_O
Result of the function eyefit for variogram estimation.res.eyefit.Pb_O1
Result of the function eyefit for variogram estimation.res.eyefit.Pb_O2
Plot a Boxplotrg.boxplot
Non-robust Multivariate Data Analysisrg.mva
Robust Multivariate Allocation Procedurerg.mvalloc
Remove NArg.remove.na
Robust Multivariate Analysisrg.robmva
Calculate Weighted Sums for a Matrixrg.wtdsums
Compares the Robust Estimation with the ClassicalRobCor.plot
Roundprettyroundpretty
Subfunction for Roundprettyroundpretty.sub
Scalebarscalebar
3D plot of a Regression Modelscatter3dPETER
Plots Smoothing Maps and a LegendSmoothLegend
Plot Sunssuns
Plot LegendSymbLegend
Ternary plotternary
Data for computing time trendstimetrend
topsoil layer of the Kola Datatopsoil
Variance Componentsvarcomp