Analitica: Analitica: Tools for Exploratory Data Analysis and Group...
In Analitica: Exploratory Data Analysis and Group Comparison Tools
Analitica R Documentation
Analitica: Tools for Exploratory Data Analysis and Group Comparisons
Description
The Analitica package provides tools for exploratory statistical analysis,
data visualization, and comparison of groups using both parametric and non-parametric methods.
It supports univariate and grouped descriptive summaries, outlier detection, homoscedasticity testing,
and multiple post hoc procedures.
Details
Designed for applied analysis workflows, this package includes intuitive plotting functions
and manual implementations of key statistical tests often needed in educational or research contexts.
Main Features
-
descripYG: Descriptive statistics with visualizations (histograms, boxplots, density ridges).
-
Levene.Test: Manual implementation of Levene’s test for homogeneity of variances.
-
BartlettTest: Manual implementation of Bartlett’s test.
-
FKTest: Manual implementation of the Fligner-Killeen test.
-
grubbs_outliers: Outlier detection based on Grubbs' test.
-
GHTest, DuncanTest, SNKTest, etc.: Post hoc comparison procedures.
Author(s)
Carlos Jiménez-Gallardo
Analitica documentation built on June 14, 2025, 9:07 a.m.
R Package Documentation
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
| Analitica | R Documentation |
Analitica: Tools for Exploratory Data Analysis and Group Comparisons
Description
The Analitica package provides tools for exploratory statistical analysis, data visualization, and comparison of groups using both parametric and non-parametric methods. It supports univariate and grouped descriptive summaries, outlier detection, homoscedasticity testing, and multiple post hoc procedures.
Details
Designed for applied analysis workflows, this package includes intuitive plotting functions and manual implementations of key statistical tests often needed in educational or research contexts.
Main Features
-
descripYG: Descriptive statistics with visualizations (histograms, boxplots, density ridges). -
Levene.Test: Manual implementation of Levene’s test for homogeneity of variances. -
BartlettTest: Manual implementation of Bartlett’s test. -
FKTest: Manual implementation of the Fligner-Killeen test. -
grubbs_outliers: Outlier detection based on Grubbs' test. -
GHTest,DuncanTest,SNKTest, etc.: Post hoc comparison procedures.
Author(s)
Carlos Jiménez-Gallardo
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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