Probability distributions | Discrete distributions | Continuous distributions | Sampling distributions | Central Limit Theorem | Central Limit Theorem for sample quantiles | Extremal Types Theorem | Mean vs median | Product Moment Correlation Coefficient | Regression | Leverage and influence | Hypothesis Testing | Wald, Wilks and Score test statistics | Testing a simple hypothesis: normally distributed variables | References
Package: smovie 1.1.6
smovie: Some Movies to Illustrate Concepts in Statistics
Provides movies to help students to understand statistical concepts. The 'rpanel' package <https://cran.r-project.org/package=rpanel> is used to create interactive plots that move to illustrate key statistical ideas and methods. There are movies to: visualise probability distributions (including user-supplied ones); illustrate sampling distributions of the sample mean (central limit theorem), the median, the sample maximum (extremal types theorem) and (the Fisher transformation of the) product moment correlation coefficient; examine the influence of an individual observation in simple linear regression; illustrate key concepts in statistical hypothesis testing. Also provided are dpqr functions for the distribution of the Fisher transformation of the correlation coefficient under sampling from a bivariate normal distribution.
Authors:
smovie_1.1.6.tar.gz
smovie_1.1.6.zip(r-4.7)smovie_1.1.6.zip(r-4.6)smovie_1.1.6.zip(r-4.5)
smovie_1.1.6.tgz(r-4.6-any)smovie_1.1.6.tgz(r-4.5-any)
smovie_1.1.6.tar.gz(r-4.7-any)smovie_1.1.6.tar.gz(r-4.6-any)
smovie_1.1.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
smovie/json (API)
| # Install 'smovie' in R: |
| install.packages('smovie', repos = c('https://paulnorthrop.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/paulnorthrop/smovie/issues
Pkgdown/docs site:https://paulnorthrop.github.io
central-limit-theoremcorrelation-coefficientextremal-types-theoremextremeshypothesis-testinglikelihood-ratio-testlinear-regressionlog-likelihoodmovieprobability-distributionsregressionscore-teststatistical-conceptsstatisticsstatistics-learningteachingteaching-materialstest-statisticwald-test
Last updated from:488df74229. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 150 | ||
| source / vignettes | OK | 155 | ||
| linux-release-x86_64 | OK | 111 | ||
| macos-release-arm64 | OK | 78 | ||
| macos-oldrel-arm64 | OK | 104 | ||
| windows-devel | OK | 113 | ||
| windows-release | OK | 92 | ||
| windows-oldrel | OK | 92 | ||
| wasm-release | OK | 112 |
Exports:cltcltqcontinuouscorrelationdFcorrdiscreteettlev_infmean_vs_medianmoviespFcorrqFcorrrFcorrshypowws
Dependencies:rpanel
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| smovie: some movies to illustrate concepts in statistics | smovie-package smovie |
| Central Limit Theorem (CLT) | clt |
| Central Limit Theorem (CLT) for sample quantiles | cltq |
| Univariate Continuous Distributions: p.d.f and c.d.f. | continuous |
| Sampling distribution of the correlation coefficient movie | correlation |
| Univariate Discrete Distributions: p.m.f and c.d.f. | discrete |
| Extremal Types Theorem (ETT) | ett |
| Fisher's transformation of the product moment correlation coefficient | dFcorr Fcorr pFcorr qFcorr rFcorr |
| Leverage and influence in simple linear regression movie | lev_inf |
| Sample mean vs sample median | mean_vs_median |
| Main menu for smovie movies | movies |
| Testing simple hypotheses | shypo |
| Wald, Wilks and Score tests | wws |
