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klovan
View on CRAN: Click
here
Download and install klovan package within the R console
Install from CRAN:
install.packages("klovan")
Install from Github:
library("remotes")
install_github("cran/klovan")
Install by package version:
library("remotes")
install_version("klovan", "0.1.0")
Attach the package and use:
library("klovan")
Maintained by
Roger H French
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-02-01
Latest Update: 2024-02-01
Description:
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.
How to cite:
Roger H French (2024). klovan: Geostatistics Methods and Klovan Data. R package version 0.1.0, https://cran.r-project.org/web/packages/klovan
Previous versions and publish date:
No previous versions
Other packages that cited klovan R package
View klovan citation profile
Other R packages that klovan depends,
imports, suggests or enhances
Functions, R codes and Examples using
the klovan R package
Some associated functions: Klovan_2D_all_outlier . Klovan_Row80 . Rgeo_database . Rgeo_kriging . Rgeo_kriging_plot . Rgeo_vario_construct_plot . Rgeo_vario_model . calc_eigenvalues . calc_eigenvectors . cardinal_sine_model . cauchy_model . cor_mtrx . correlation_plot . cosinus_model . covar_mtrx . eigen_contribution . exponential_model . factor_analysis . factor_cor_plot . factor_score_plot . gamma_model . gaussian_model . inv_dis_wt . kriging.auto . kriging . manage_outliers . matern_model . order_1_gc_model . pc_cor_plot . power_model . print_model_names . quadratic_exponential_model . range_transform . scree_plot . spherical_model . stable_model . triangle_model . vario_plot .
Some associated R codes: Klovan_2D_all_outlier.R . Klovan_Row80.R . Rgeo_database.R . Rgeo_kriging.R . Rgeo_kriging_plot.R . Rgeo_vario_construct_plot.R . Rgeo_vario_model.R . calc_eigenvalues.R . clac_eigenvectors.R . cor_mtrx.R . correlation_plot.R . covar_mtrx.R . eigen_contribution.R . factor_analysis.R . factor_cor_plot.R . factor_score_plot.R . inv_dis_wt.R . kriging.R . kriging.auto.R . manage_outliers.R . pc_cor_plot.R . range_transform.R . scree_plot.R . vario_plot.R . variogramModels.R . Full klovan package functions and examples
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