Package: gosset 1.5.1

Kauê de Sousa

gosset: Tools for Data Analysis in Experimental Agriculture

Methods to analyse experimental agriculture data, from data synthesis to model selection and visualisation. The package is named after W.S. Gosset aka ‘Student’, a pioneer of modern statistics in small sample experimental design and analysis.

Authors:Kauê de Sousa [aut, cre], Jacob van Etten [aut], David Brown [aut], Jonathan Steinke [aut], Joost van Heerwaarden [aut]

gosset_1.5.1.tar.gz
gosset_1.5.1.zip(r-4.7)gosset_1.5.1.zip(r-4.6)gosset_1.5.1.zip(r-4.5)
gosset_1.5.1.tgz(r-4.6-any)gosset_1.5.1.tgz(r-4.5-any)
gosset_1.5.1.tar.gz(r-4.7-any)gosset_1.5.1.tar.gz(r-4.6-any)
gosset_1.5.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
gosset/json (API)
NEWS

# Install 'gosset' in R:

install.packages('gosset', repos = c('https://agrdatasci.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/agrdatasci/gosset/issues

Pkgdown/docs site:https://agrdatasci.github.io

Datasets:

breadwheat - Preferred bread wheat varieties
cassava - Gari-Eba Consumer Acceptability in Cameroon and Nigeria
kenyachoice - Kenyan farmers’ preferences for agricultural and livelihood practices
nicabean - Common bean on-farm trial in Nicaragua

On CRAN:

experimental-design rankings-data

6.02 score 6 stars 29 scripts 438 downloads 27 exports 108 dependencies

Last updated from:bb5eb75c08. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	216
source / vignettes	OK	255
linux-release-x86_64	OK	226
macos-release-arm64	OK	128
macos-oldrel-arm64	OK	155
windows-devel	OK	135
windows-release	OK	153
windows-oldrel	OK	161
wasm-release	OK	165

Exports:akaike_weights btpermute compare crossvalidation kendallTau kendallTau_bootstrap kendallTau_permute kendallW likelihood_ratio node_labels node_rules pairwise_probs preference_index pseudo_rank pseudoR2 rank_numeric rank_tricot rank_tricot2 regret reliability resample rowbind set_binomialfreq set_paircomp top_items worth_bar worth_map

Dependencies:askpass backports bit bit64 boot BradleyTerry2 brglm cellranger checkmate clarabel class cli clipr cpp11 crayon curl CVXR data.table DescTools dplyr e1071 Exact expm farver forcats Formula fs generics ggparty ggplot2 ggrepel gld glue gmp gtable gtools haven highs hms httr igraph inum isoband jsonlite labeling lattice libcoin lifecycle lme4 lmom magrittr MASS Matrix matrixStats mime minqa mvtnorm nlme nloptr openssl osqp partykit patchwork pillar pkgconfig PlackettLuce prettyunits profileModel progress proxy psychotools psychotree purrr qvcalc R6 rbibutils RColorBrewer Rcpp RcppEigen Rdpack readr readxl reformulas rematch rlang rootSolve rpart RSpectra rstudioapi S7 sandwich scales scs slam stringi stringr survival sys tibble tidyr tidyselect tzdb utf8 vctrs viridisLite vroom withr zoo

Integrating farmer-generated data and agro-climatic data for crop variety selection

Kauê de Sousa, David Brown, Jacob van Etten

Rendered fromvignette-1-trait-prioritization-and-crop-performance.Rmdusingknitr::rmarkdown_notangleon May 29 2026.

Last update: 2025-10-01
Started: 2024-04-25

Consumer preference of cassava gari-eba

Kauê de Sousa

Rendered fromvignette-2-gari-eba-consumer-testing.Rmdusingknitr::rmarkdown_notangleon May 29 2026.

Last update: 2024-12-05
Started: 2024-11-21

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Akaike weights	akaike_weights
Likelihood-ratio test	anova.PlackettLuce likelihood_ratio
Preferred bread wheat varieties	breadwheat
Variable selection with Permuted Inclusion Criterion	btpermute
Gari-Eba Consumer Acceptability in Cameroon and Nigeria	cassava
Compare agreement between two methods	compare compare.default compare.PlackettLuce
Cross-validation	AIC.bttree AIC.gnm crossvalidation deviance.bttree deviance.gnm deviance.pltree
Tools for Data Analysis in Experimental Agriculture	gosset-package gosset
Kendall rank correlation coefficient	kendallTau kendallTau.default kendallTau.grouped_rankings kendallTau.matrix kendallTau.paircomp kendallTau.rankings kendallTau_bootstrap kendallTau_permute
Kendall's W (coefficient of concordance)	kendallW kendallW.default kendallW.pltree
Kenyan farmers’ preferences for agricultural and livelihood practices	kenyachoice
Common bean on-farm trial in Nicaragua	nicabean
Compute pairwise probabilities	pairwise_probs
Get node labels and rules used in a party tree	node_labels node_rules plot.PlackettLuce plot.pltree top_items
Preference index from rankings	preference_index
Add pseudo-rank to missing values	pseudo_rank
Pseudo R-squared	pseudoR2 pseudoR2.bttree pseudoR2.default pseudoR2.pltree
Plackett-Luce rankings from numeric values	rank_numeric
Build Plackett-Luce rankings from tricot dataset	rank_tricot
Build Plackett-Luce rankings from tricot ranking dataset	rank_tricot2
Regret-based values for risk assessment	regret regret.default regret.list regret.pltree
Probability of outperforming a check	reliability reliability.default reliability.PlackettLuce reliability.pltree
Re-sample model estimates	resample
Combine R objects by rows	rowbind rowbind.default rowbind.list
Binomial frequency rankings from pairwise contests	set_binomialfreq
Pairwise comparison rankings	set_paircomp
Plot worth parameters	worth_bar worth_map worth_map.default worth_map.list