An analysis based on crashes where there is a harmful event | The (Fatality Analysis Recording System (FARS) data | Why not compare deployment with non-deployment | Not all airbags are equal! | Other factors | The above analyses make an important point | References
Package: gamclass 0.62.6
gamclass: Functions and Data for a Course on Modern Regression and Classification
Functions and data are provided that support a course that emphasizes statistical issues of inference and generalizability. The functions are designed to make it straightforward to illustrate the use of cross-validation, the training/test approach, simulation, and model-based estimates of accuracy. Methods considered are Generalized Additive Modeling, Linear and Quadratic Discriminant Analysis, Tree-based methods, and Random Forests.
Authors:
gamclass_0.62.6.tar.gz
gamclass_0.62.6.zip(r-4.7)gamclass_0.62.6.zip(r-4.6)gamclass_0.62.6.zip(r-4.5)
gamclass_0.62.6.tgz(r-4.6-any)gamclass_0.62.6.tgz(r-4.5-any)
gamclass_0.62.6.tar.gz(r-4.7-any)gamclass_0.62.6.tar.gz(r-4.6-any)
gamclass_0.62.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
gamclass/json (API)
| # Install 'gamclass' in R: |
| install.packages('gamclass', repos = c('https://jhmaindonald.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jhmaindonald/gamclass/issues
Datasets:
- airAccs - Aircraft Crash data
- bomregions2018 - Australian and Related Historical Annual Climate Data, by Region
- bronchitis - Chronic bronchitis in a sample of men in Cardiff
- coralPval - P-values from biological expression array data
- cvalues - Historical speed of light measurements
- FARS - US fatal road accident data for automobiles, 1998 to 2010
- fars2007 - US Fatal Road Accident Data, 2007 and 2008
- fars2008 - US Fatal Road Accident Data, 2007 and 2008
- frontDeaths - Safety Device effectiveness Measures, by Year
- german - German credit scoring data
- greatLakesM - Monthly Great Lake heights: 1918 - 2019
- loti - Global temperature anomalies
- otherDeaths - Safety Device effectiveness Measures, by Year
- rearDeaths - Safety Device effectiveness Measures, by Year
- relDeaths - Yearly Driver deaths, as Fraction of Deaths for All Years
- sideDeaths - Safety Device effectiveness Measures, by Year
Last updated from:31bf21d41f. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 172 | ||
| source / vignettes | OK | 249 | ||
| linux-release-x86_64 | OK | 188 | ||
| macos-release-arm64 | OK | 128 | ||
| macos-oldrel-arm64 | OK | 125 | ||
| windows-devel | OK | 102 | ||
| windows-release | OK | 90 | ||
| windows-oldrel | OK | 75 | ||
| wasm-release | OK | 122 |
Exports:addhlinesbootregbssBYcutcompareModelsconfusionCVclusterCVgameventCountsgamRFldaErrplotFarsRFclusterrfErrrpartErrsimregtabFarsDead
Dependencies:deldirinterpjpeglatticelatticeExtraMASSpngrandomForestRColorBrewerRcppRcppEigenrpart
Effectiveness of Airbags -- 1998 to 2010 in the US
Last update: 2025-07-24
Started: 2023-08-20
Model Comparison Using Resampling Methods
Handling skew distributions and/or outliers | Use tree-based methods appropriately! | Choosing the split point | Random forest fit to residuals from a trend surface | Linear and quadratic discriminant analysis | Tree-based methods | Inclusion of interaction terms, with lda() | Multiple Levels of variation -- the Vowel dataset
Last update: 2023-08-22
Started: 2023-08-20
Aircraft Accident Patterns Over Time
Prepare data -- Weekly and daily counts | Fits, to the daily data, and to the weekly data
Last update: 2023-08-20
Started: 2023-08-20
