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
| Version: | 1.4.0 |
| Depends: | stats, utils, graphics, grDevices, R2HTML, car, e1071, Hmisc, ez, multcomp, psych, probs, pwr, tidyverse, knitr, kableExtra, R (>= 4.3.0) |
| Suggests: | testthat |
| Enhances: | rkward |
| Published: | 2024-10-01 |
| Author: | Alfredo Sánchez Alberca |
| Maintainer: | Alfredo Sánchez Alberca <asalber at ceu.es> |
| License: | GPL (>= 3) |
| URL: | https://aprendeconalf.es/en/project/rkteaching/ |
| NeedsCompilation: | no |
| Materials: | README |
| Package source: | rkTeaching_1.4.0.tar.gz |