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admix  

Package Admix for Admixture (aka Contamination) Models
View on CRAN: Click here


Download and install admix package within the R console
Install from CRAN:
install.packages("admix")

Install from Github:
library("remotes")
install_github("cran/admix")

Install by package version:
library("remotes")
install_version("admix", "2.3.3")



Attach the package and use:
library("admix")
Maintained by
Xavier Milhaud
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-06-14
Latest Update: 2023-07-12
Description:
Implements techniques to estimate the unknown quantities related to two-component admixture models, where the two components can belong to any distribution (note that in the case of multinomial mixtures, the two components must belong to the same family). Estimation methods depend on the assumptions made on the unknown component density (see Bordes and Vandekerkhove (2010) ; Patra and Sen (2016) ); Milhaud, Pommeret, Salhi and Vandekerkhove (2022) ). In practice, one can estimate both the mixture weight and the unknown component density in a wide variety of frameworks. On top of that, hypothesis tests can be performed in one and two-sample contexts to test the unknown component density (see Milhaud, Pommeret, Salhi, Vandekerkhove (2023)). Finally, clustering of unknown mixture components is also feasible in a K-samples setting.
How to cite:
Xavier Milhaud (2021). admix: Package Admix for Admixture (aka Contamination) Models. R package version 2.3.3, https://cran.r-project.org/web/packages/admix. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.3.2 (2021-06-14 09:40), 0.4.0 (2022-03-24 13:30), 2.1-0 (2023-03-23 13:02), 2.1-1 (2023-07-06 16:10), 2.1-2 (2023-07-13 00:50), 2.1-3 (2024-04-25 11:50), 2.3.1 (2024-10-24 12:50), 2.3.2 (2024-11-05 15:20)
Other packages that cited admix R package
View admix citation profile
Other R packages that admix depends, imports, suggests or enhances
Complete documentation for admix
Functions, R codes and Examples using the admix R package
Some associated functions: BVdk_ML_varCov_estimators . BVdk_contrast . BVdk_contrast_gradient . BVdk_estimParam . BVdk_varCov_estimators . IBM_2samples_test . IBM_empirical_contrast . IBM_estimProp . IBM_estimVarCov_gaussVect . IBM_gap . IBM_greenLight_criterion . IBM_hessian_contrast . IBM_k_samples_test . IBM_tabul_stochasticInteg . IBM_test_H0 . IBM_theoretical_contrast . IBM_theoretical_gap . PatraSen_cv_mixmodel . PatraSen_density_est . PatraSen_dist_calc . PatraSen_est_mix_model . admix-package . admix_clustering . admix_estim . admix_test . allGalaxies . decontamin_cdf_unknownComp . decontamin_density_unknownComp . decontaminated_cdf . decontaminated_density . detect_support_type . estimVarCov_empProcess . gaussianity_test . is_equal_knownComp . kernel_cdf . kernel_density . knownComp_to_uniform . milkyWay . orthoBasis_coef . orthoBasis_test_H0 . plot.decontaminated_density . plot_admix . plot_decontamin_cdf . plot_decontamin_density . plot_mixt_density . poly_orthonormal_basis . print.admix_cluster . print.admix_estim . print.admix_test . rsimmix . rsimmix_mix . silhouette_criterion . sim_gaussianProcess . stmf_small . two_samples_test . 
Some associated R codes: BVdk_ML_varCov_estimators.R . BVdk_contrast.R . BVdk_contrast_gradient.R . BVdk_estimParam.R . BVdk_varCov_estimators.R . IBM_2samples_test.R . IBM_empirical_contrast.R . IBM_estimProp.R . IBM_estimVarCov_gaussVect.R . IBM_gap.R . IBM_greenLight_criterion.R . IBM_hessian_contrast.R . IBM_k_samples_test.R . IBM_tabul_stochasticInteg.R . IBM_test_H0.R . IBM_theoretical_contrast.R . IBM_theoretical_gap.R . PatraSen_cv_mixmodel.R . PatraSen_density_est.R . PatraSen_dist_calc.R . PatraSen_est_mix_model.R . RcppExports.R . admix-package.R . admix_clustering.R . admix_estim.R . admix_test.R . allGalaxies.R . decontamin_cdf_unknownComp.R . decontamin_density_unknownComp.R . decontaminated_cdf.R . decontaminated_density.R . detect_support_type.R . estimVarCov_empProcess.R . gaussianity_test.R . is_equal_knownComp.R . kernel_cdf.R . kernel_density.R . knownComp_to_uniform.R . milkyWay.R . orthoBasis_coef.R . orthoBasis_test_H0.R . plot.decontaminated_density.R . plot_admix.R . plot_decontamin_cdf.R . plot_decontamin_density.R . plot_mixt_density.R . poly_orthonormal_basis.R . print.admix_cluster.R . print.admix_estim.R . print.admix_test.R . rsimmix.R . silhouette_criterion.R . sim_gaussianProcess.R . stmf_small.R . two_samples_test.R . zzz.R .  Full admix package functions and examples
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