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DESCRIPTION
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DESCRIPTION
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Encoding: UTF-8
Package: rkTeaching
Type: Package
Title: A RKWard plugin with basic utilities for teaching Statistics
Version: 1.4.0
Date: 2024-10-01
Author: Alfredo Sánchez Alberca <[email protected]>
Maintainer: Alfredo Sánchez Alberca <[email protected]>
Enhances: rkward
URL: https://aprendeconalf.es/en/project/rkteaching/
Depends:
stats,
utils,
graphics,
grDevices,
R2HTML,
car,
e1071,
Hmisc,
ez,
multcomp,
psych,
probs,
pwr,
tidyverse,
knitr,
kableExtra,
R (>= 4.3.0)
Description: Basic utilities for teaching statistics.
It contains procedures for:
- Data manipulation:
- Fiter data
- Calculate variable
- Recoding variable
- Weight data
- Frequency distributions:
- Frequency tabulation
- Bidimensional frequency tabulation
- Plots:
- Bar graph
- Histogram
- Pie graph
- Box graph
- Means graph
- Interaction graph
- Scatterplot
- Descriptive statistics
- Descriptive statistics:
- Basic statistics
- Regression:
- Correlation
- Linear Regression
- Non linear regression
- Regression model comparison
- Regression prediction
- Parametric tests:
- Means:
- T test for one sample
- T test for two independent samples
- T test for two paired samples
- ANOVA
- Sample size calculation for mean estimation
- Variances:
- Fisher test for two samples
- Levene test for multiple samples
- Proportions:
- Test for one proportion
- Test for two proportions
- Sample size calculation for proportion estimation
- Non parametric tests:
- Normality tests Shapiro-Wilk and Kolmogorov-Smirnov
- U Mann-Whitney test
- Wilcoxon test
- Friedman test
- Kruskal-Wallis test
- Chi-square test
- Concordance
- Intraclass correlation coefficient
- Cohen's kappa
- Probability:
- Random games:
- Coins
- Dice
- Cards
- Urn
- Build probability space
- Combine probability spaces
- Repeat probability space
- Calculate probability
- Probability distributions
- Discrete:
- Binomial
- Geometric
- Hypergeometric
- Poison
- Continous:
- Uniform
- Normal
- Chi-square
- Student T
- Fisher F
- Simulations:
- Law of rare events
License: GPL (>= 3)
LazyLoad: yes
LazyData: yes
Suggests:
testthat