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SGS2000 committed Jul 18, 2024
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13 changes: 11 additions & 2 deletions DESCRIPTION
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Expand Up @@ -2,8 +2,17 @@ Package: ClustMC
Title: Cluster-Based Multiple Comparisons
Version: 0.0.0.9000
Authors@R:
person("Santiago", "Garcia Sanchez", , "[email protected]", role = c("aut", "cre", "cph"))
Description: Implements cluster-based multiple comparisons tests.
person("Santiago", "Garcia Sanchez", , "[email protected]",
role = c("aut", "cre", "cph"))
Description: Multiple comparison techniques are typically applied following an F
test from an ANOVA to decide which means are significantly different from
one another. As an alternative to traditional methods, cluster analysis
can be performed to group the means of different treatments into
non-overlapping clusters. Treatments in different groups are considered
statistically different. Several approaches have been proposed, with varying
clustering methods and cut-off criteria. This package implements
cluster-based multiple comparisons tests and also provides a visual
representation in the form of a dendrogram.
License: MIT + file LICENSE
Depends:
R (>= 2.10)
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5 changes: 2 additions & 3 deletions README.Rmd
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Expand Up @@ -21,7 +21,7 @@ knitr::opts_chunk$set(

<!-- badges: end -->

🇬🇧 ClustMC implements cluster-based multiple comparisons tests.
🇬🇧 ClustMC implements cluster-based multiple comparisons tests. These tests apply clustering techniques to group the means of different treatments into non-overlapping clusters, with treatments considered statistically different if they are in separate groups.

All tests included in the package share similar features:

Expand All @@ -31,7 +31,7 @@ All tests included in the package share similar features:

------------------------------------------------------------------------

🇪🇸 ClustMC implementa pruebas de comparaciones múltiples basadas en conglomerados.
🇪🇸 ClustMC implementa pruebas de comparaciones múltiples basadas en conglomerados. Estas pruebas aplican técnicas de *clustering* para agrupar las medias de los distintos tratamientos en conglomerados no superpuestos, considerándose los tratamientos estadísticamente diferentes si se encuentran en grupos separados.

Todos los tests incluidos en el paquete tienen características similares:

Expand Down Expand Up @@ -79,7 +79,6 @@ dgc_test(y = plants_weights, trt = plants_trt)
```{r example2}
#| fig.alt: >
#| Example with jolliffe_test
library(ClustMC)
data(bread)
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10 changes: 8 additions & 2 deletions README.md
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Expand Up @@ -12,7 +12,10 @@ experimental](https://img.shields.io/badge/lifecycle-experimental-orange.svg)](h

<!-- badges: end -->

🇬🇧 ClustMC implements cluster-based multiple comparisons tests.
🇬🇧 ClustMC implements cluster-based multiple comparisons tests. These
tests apply clustering techniques to group the means of different
treatments into non-overlapping clusters, with treatments considered
statistically different if they are in separate groups.

All tests included in the package share similar features:

Expand All @@ -33,7 +36,10 @@ All tests included in the package share similar features:
------------------------------------------------------------------------

🇪🇸 ClustMC implementa pruebas de comparaciones múltiples basadas en
conglomerados.
conglomerados. Estas pruebas aplican técnicas de *clustering* para
agrupar las medias de los distintos tratamientos en conglomerados no
superpuestos, considerándose los tratamientos estadísticamente
diferentes si se encuentran en grupos separados.

Todos los tests incluidos en el paquete tienen características
similares:
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2 changes: 1 addition & 1 deletion man/ClustMC-package.Rd

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