Other packages > Find by keyword >

metan  

Multi Environment Trials Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("metan", "1.19.0")



Attach the package and use:
library("metan")
Maintained by
Tiago Olivoto
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-01-14
Latest Update: 2024-12-15
Description:
Performs stability analysis of multi-environment trial data using parametric and non-parametric methods. Parametric methods includes Additive Main Effects and Multiplicative Interaction (AMMI) analysis by Gauch (2013) , Ecovalence by Wricke (1965), Genotype plus Genotype-Environment (GGE) biplot analysis by Yan & Kang (2003) , geometric adaptability index by Mohammadi & Amri (2008) , joint regression analysis by Eberhart & Russel (1966) , genotypic confidence index by Annicchiarico (1992), Murakami & Cruz's (2004) method, power law residuals (POLAR) statistics by Doring et al. (2015) , scale-adjusted coefficient of variation by Doring & Reckling (2018) , stability variance by Shukla (1972) , weighted average of absolute scores by Olivoto et al. (2019a) , and multi-trait stability index by Olivoto et al. (2019b) . Non-parametric methods includes superiority index by Lin & Binns (1988) , nonparametric measures of phenotypic stability by Huehn (1990) , TOP third statistic by Fox et al. (1990) . Functions for computing biometrical analysis such as path analysis, canonical correlation, partial correlation, clustering analysis, and tools for inspecting, manipulating, summarizing and plotting typical multi-environment trial data are also provided.
How to cite:
Tiago Olivoto (2020). metan: Multi Environment Trials Analysis. R package version 1.19.0, https://cran.r-project.org/web/packages/metan. Accessed 28 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:29), 1.2.1 (2020-01-14 11:20), 1.3.0 (2020-02-11 15:30), 1.4.0 (2020-03-17 18:30), 1.5.0 (2020-04-12 08:00), 1.5.1 (2020-04-25 16:40), 1.6.0 (2020-05-21 06:50), 1.6.1 (2020-06-08 01:20), 1.7.0 (2020-07-18 23:20), 1.8.1 (2020-09-10 17:00), 1.9.0 (2020-09-18 17:30), 1.10.0 (2020-10-24 06:30), 1.11.0 (2020-12-12 16:00), 1.12.0 (2021-01-27 12:30), 1.13.0 (2021-03-27 21:20), 1.14.0 (2021-06-07 08:50), 1.15.0 (2021-07-15 19:10), 1.16.0 (2021-11-10 08:40), 1.17.0 (2022-06-10 08:40), 1.18.0 (2023-03-05 23:00)
Other packages that cited metan R package
View metan citation profile
Other R packages that metan depends, imports, suggests or enhances
Complete documentation for metan
Functions, R codes and Examples using the metan R package
Some associated functions: Annicchiarico . Fox . Huehn . Schmildt . Select_helper . Shukla . Smith_Hazel . Thennarasu . acv . ammi_indexes . anova_ind . anova_joint . arrange_ggplot . as.lpcor . barplots . bind_cv . blup_indexes . can_corr . clustering . coincidence_index . colindiag . comb_vars . corr_ci . corr_coef . corr_focus . corr_plot . corr_ss . corr_stab_ind . correlated_vars . covcor_design . cv_ammi . cv_ammif . cv_blup . data_alpha . data_g . data_ge . data_ge2 . data_simula . desc_stat . doo . ecovalence . env_dissimilarity . env_stratification . fai_blup . find_outliers . gafem . gai . gamem . gamem_met . ge_acv . ge_cluster . ge_details . ge_effects . ge_factanal . ge_means . ge_plot . ge_polar . ge_reg . ge_stats . ge_winners . get_corvars . get_covmat . get_dist . get_model_data . gge . gtb . gytb . impute_missing_val . inspect . int.effects . is.lpcor . is_balanced_trial . lineplots . lpcor . mahala . mahala_design . make_long . make_mat . mantel_test . meansGxE . metan-package . mgidi . mps . mtmps . mtsi . network_plot . non_collinear_vars . pairs_mantel . path_coeff . performs_ammi . pipe . plot.anova_joint . plot.can_cor . plot.clustering . plot.corr_coef . plot.correlated_vars . plot.cvalidation . plot.env_dissimilarity . plot.env_stratification . plot.fai_blup . plot.gafem . plot.gamem . plot.ge_cluster . plot.ge_effects . plot.ge_factanal . plot.ge_reg . plot.gge . plot.mgidi . plot.mtmps . plot.mtsi . plot.path_coeff . plot.performs_ammi . plot.resp_surf . plot.sh . plot.waas . plot.waasb . plot.wsmp . plot_blup . plot_ci . plot_eigen . plot_scores . plot_waasby . predict.gamem . predict.gge . predict.performs_ammi . predict.waas . predict.waasb . print.Annicchiarico . print.Fox . print.Huehn . print.Schmildt . print.Shukla . print.Thennarasu . print.ammi_indexes . print.anova_ind . print.anova_joint . print.can_cor . print.coincidence . print.colindiag . print.corr_coef . print.ecovalence . print.env_dissimilarity . print.env_stratification . print.gamem . print.ge_factanal . print.ge_reg . print.ge_stats . print.lpcor . print.mgidi . print.mtmps . print.mtsi . print.path_coeff . print.performs_ammi . print.sh . print.superiority . print.waas . print.waas_means . print.waasb . reexports . reorder_cormat . resca . residual_plots . resp_surf . select_pred . solve_svd . split_factors . stars_pval . superiority . themes . tidyeval . transpose_df . tukey_hsd . utils_as . utils_bind . utils_class . utils_data . utils_data_org . utils_mat . utils_na_zero . utils_num_str . utils_progress . utils_rows_cols . utils_samples . utils_sets . utils_stats . utils_wd . venn_plot . waas . waas_means . waasb . wsmp . 
Some associated R codes: Annicchiarico.R . Fox.R . Huehn.R . Schmildt.R . Shukla.R . Smith_Hazel.R . Thennarasu.R . acv.R . ammi_indexes.R . anova_ind.R . anova_joint.R . arrange_ggplot.R . as.lpcor.R . barplots.R . bind_cv.R . blup_indexes.R . can_cor.R . clustering.R . coincidence_index.R . colindiag.R . comb_vars.R . corr_ci.R . corr_coef.R . corr_plot.R . corr_ss.R . corr_stab_ind.R . correlated_vars.R . covcor_design.R . cv_ammi.R . cv_ammif.R . cv_blup.R . data_simula.R . desc_stat.R . ecovalence.R . env_dissimilarity.R . env_stratification.R . fai_blup.R . find_outliers.R . gafem.R . gai.R . gamem.R . gamem_met.R . ge_acv.R . ge_cluster.R . ge_details.R . ge_effects.R . ge_factanal.R . ge_means.R . ge_plot.R . ge_polar.R . ge_reg.R . ge_stats.R . ge_winners.R . get_corvars.R . get_covmat.R . get_dist.R . get_model_data.R . gge.R . gtb.R . gytb.R . imput_miss_val.R . inspect.R . is.lpcorr.R . lineplots.R . lpcorr.R . mahala.R . mahala_design.R . make_long.R . make_mat.R . mantel_test.R . mgidi.R . mps.R . mtmps.R . mtsi.R . non_collinear_vars.R . pairs_mantel.R . path_coeff.R . performs_ammi.R . plot_blup.R . plot_ci.R . plot_eigen.R . plot_scores.R . plot_waasby.R . resca.R . residual_plots.R . resp_surf.R . select_helpers.R . select_pred.R . solve_svd.R . split_factors.R . superiority.R . themes.R . transpose_df.R . tukey_hsd.R . utilities.R . utils-pipe.R . utils-tidy-eval.R . utils_as.R . utils_bind.R . utils_data_org.R . utils_na.R . utils_progress.R . utils_sample.R . utils_sets.R . venn_plot.R . waas.R . waas_means.R . waasb.R . wsmp.R . zzz.R .  Full metan package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

shinyFeedback  
Display User Feedback in Shiny Apps
Easily display user feedback in Shiny apps. ...
Download / Learn more Package Citations See dependency  
mxnorm  
Apply Normalization Methods to Multiplexed Images
Implements methods to normalize multiplexed imaging data, including statistical metrics and visuali ...
Download / Learn more Package Citations See dependency  
RGIFT  
Create Quizzes in GIFT Format
Implementation of some functions to create quizzes in the GIFT format. This format is used by sever ...
Download / Learn more Package Citations See dependency  
survivalMPLdc  
Penalised Likelihood for Survival Analysis with Dependent Censoring
Fitting Cox proportional hazard model under dependent right censoring using copula and maximum penal ...
Download / Learn more Package Citations See dependency  
spatialCovariance  
Computation of Spatial Covariance Matrices for Data on Rectangles
Functions that compute the spatial covariance matrix for the matern and power classes of spatial mod ...
Download / Learn more Package Citations See dependency  
NPflow  
Bayesian Nonparametrics for Automatic Gating of Flow-Cytometry Data
Dirichlet process mixture of multivariate normal, skew normal or skew t-distributions modeling orie ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA