Package: StatDeriveR 0.1.0
StatDeriveR: Step-by-Step Derivation and Simulation Verification in Mathematical Statistics
Provides step-by-step derivations of key results in mathematical statistics, including transformations of random variables, order statistics, and sampling distributions. The package combines analytical derivation with Monte Carlo simulation to compare theoretical and empirical results, facilitating deeper understanding of statistical theory and its computational implementation. The methods are motivated by standard treatments in mathematical statistics (Hogg, McKean, and Craig, 2019, ISBN: 9780134686991).
Authors:
StatDeriveR_0.1.0.tar.gz
StatDeriveR_0.1.0.zip(r-4.7)StatDeriveR_0.1.0.zip(r-4.6)StatDeriveR_0.1.0.zip(r-4.5)
StatDeriveR_0.1.0.tgz(r-4.6-any)StatDeriveR_0.1.0.tgz(r-4.5-any)
StatDeriveR_0.1.0.tar.gz(r-4.7-any)StatDeriveR_0.1.0.tar.gz(r-4.6-any)
StatDeriveR_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
StatDeriveR/json (API)
| # Install 'StatDeriveR' in R: |
| install.packages('StatDeriveR', repos = c('https://jokhrof042.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jokhrof042/statderiver/issues
Last updated from:aafc9a3407. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 109 | ||
| source / vignettes | OK | 157 | ||
| linux-release-x86_64 | OK | 107 | ||
| macos-release-arm64 | OK | 141 | ||
| macos-oldrel-arm64 | OK | 171 | ||
| windows-devel | OK | 68 | ||
| windows-release | OK | 76 | ||
| windows-oldrel | OK | 184 | ||
| wasm-release | OK | 92 |
Exports:derive_orderstatderive_transformsimulate_check
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Derive the distribution of an order statistic | derive_orderstat |
| Derive the distribution of a transformed random variable | derive_transform |
| Imported functions | imports |
| Plot method for statderive objects | plot.statderive |
| Print method for statderive objects | print.statderive |
| Run Monte Carlo simulation and compare with theory | simulate_check |
