Package: klovan 0.1.0

klovan: Geostatistics Methods and Klovan Data

A comprehensive set of geostatistical, visual, and analytical methods, in conjunction with the expanded version of the acclaimed J.E. Klovan's mining dataset, are included in 'klovan'. This makes the package an excellent learning resource for Principal Component Analysis (PCA), Factor Analysis (FA), kriging, and other geostatistical techniques. Originally published in the 1976 book 'Geological Factor Analysis', the included mining dataset was assembled by Professor J. E. Klovan of the University of Calgary. Being one of the first applications of FA in the geosciences, this dataset has significant historical importance. As a well-regarded and published dataset, it is an excellent resource for demonstrating the capabilities of PCA, FA, kriging, and other geostatistical techniques in geosciences. For those interested in these methods, the 'klovan' datasets provide a valuable and illustrative resource. Note that some methods require the 'RGeostats' package. Please refer to the README or Additional_repositories for installation instructions. This material is based upon research in the Materials Data Science for Stockpile Stewardship Center of Excellence (MDS3-COE), and supported by the Department of Energy's National Nuclear Security Administration under Award Number DE-NA0004104.

Authors:Jonathan E Gordon [aut], Eric K Helfer [aut], Hope E Omodolor [aut], Jeffery M Yarus [aut], Roger H French [aut, cre, cph]

klovan_0.1.0.tar.gz
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klovan_0.1.0.tgz(r-4.4-any)klovan_0.1.0.tgz(r-4.3-any)
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klovan.pdf |klovan.html
klovan/json (API)
NEWS

# Install 'klovan' in R:
install.packages('klovan', repos = c('https://frenchrh.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.

2.48 score 539 downloads 36 exports 90 dependencies

Last updated 9 months agofrom:c4b866421e. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 15 2024
R-4.5-winNOTEOct 15 2024
R-4.5-linuxNOTEOct 15 2024
R-4.4-winNOTEOct 15 2024
R-4.4-macNOTEOct 15 2024
R-4.3-winNOTEOct 15 2024
R-4.3-macNOTEOct 15 2024

Exports:calc_eigenvaluescalc_eigenvectorscardinal_sine_modelcauchy_modelcor_mtrxcorrelation_plotcosinus_modelcovar_mtrxeigen_contributionexponential_modelfactor_analysisfactor_cor_plotfactor_score_plotgamma_modelgaussian_modelinv_dis_wtkrigingkriging.automanage_outliersmatern_modelorder_1_gc_modelpc_cor_plotpower_modelprint_model_namesquadratic_exponential_modelrange_transformRgeo_databaseRgeo_krigingRgeo_kriging_plotRgeo_vario_construct_plotRgeo_vario_modelscree_plotspherical_modelstable_modeltriangle_modelvario_plot

Dependencies:abindbackportscachemcheckmateclassclassIntclicolorspacecpp11crayondata.tableDBIdigestdotCall64dplyre1071fansifarverfastmapfieldsFNNforcatsFormulaformula.toolsgenericsGGallyggforceggplot2ggrepelggstatsgluegstatgtablehmsintervalsisobandKernSmoothlabelinglatticelifecyclelubridatemagrittrmapsMASSMatrixmemoisemetRmgcvmunsellnlmeoperator.toolspatchworkpillarpkgconfigplyrpolyclippracmaprettyunitsprogressproxypurrrR6RColorBrewerRcppRcppEigenrlangs2scalessfsftimespspacetimespamstarsstringistringrsystemfontstibbletidyrtidyselecttimechangetweenrunitsutf8vctrsviridisLitewithrwkxtszoo

Klovan_Data

Rendered fromKlovan_data.Rmdusingknitr::rmarkdownon Oct 15 2024.

Last update: 2024-02-02
Started: 2024-02-02

Rgeo_Klovan

Rendered fromKlovan_Rgeo.Rmdusingknitr::rmarkdownon Oct 15 2024.

Last update: 2024-02-02
Started: 2024-02-02

Klovan v0.0.9

Rendered fromklovan_vignettes.Rmdusingknitr::rmarkdownon Oct 15 2024.

Last update: 2024-02-02
Started: 2024-02-02