Package: liureg 1.1.3
liureg: Liu Regression with Liu Biasing Parameters and Statistics
Linear Liu regression coefficient's estimation and testing with different Liu related measures such as MSE, R-squared etc. REFERENCES i. Akdeniz and Kaciranlar (1995) \doi{10.1080/03610929508831585} ii. Druilhet and Mom (2008) \doi{10.1016/j.jmva.2006.06.011} iii. Imdadullah, Aslam, and Saima (2017) iv. Liu (1993) \doi{10.1080/03610929308831027} v. Liu (2001) \doi{10.1016/j.jspi.2010.05.030}.
Authors:
liureg_1.1.3.tar.gz
liureg_1.1.3.zip(r-4.7-any)liureg_1.1.3.zip(r-4.6-any)liureg_1.1.3.zip(r-4.5-any)
liureg_1.1.3.tgz(r-4.6-any)liureg_1.1.3.tgz(r-4.5-any)
liureg_1.1.3.tar.gz(r-4.7-any)liureg_1.1.3.tar.gz(r-4.6-any)
liureg_1.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
liureg/json (API)
| # Install 'liureg' in R: |
| install.packages('liureg', repos = c('https://itfeature.r-universe.dev', 'https://cloud.r-project.org')) |
- Hald - Portland Cement benchmark of Hald
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:86e151b63f. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 107 | ||
| source / vignettes | OK | 148 | ||
| linux-release | OK | 108 | ||
| macos-release | OK | 132 | ||
| macos-oldrel | OK | 160 | ||
| windows-devel | OK | 82 | ||
| windows-release | OK | 55 | ||
| windows-oldrel | OK | 69 | ||
| wasm-release | OK | 99 |
Exports:coef.liudestdest.liufitted.liuhatlhatl.liuinfoliuinfoliu.liuliuliu.defaultliuestlstatslstats.liuplot.biasliuplot.infoliuplot.liupredict.liupresspress.liuprint.dliuprint.liuprint.lstatsprint.summary.liuresiduals.liusummary.liuvcov.liu
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Liu Regression and Estimator | liureg-package liureg |
| Computation of Liu Biasing Parameter d | dest dest.liu print.dliu |
| Portland Cement benchmark of Hald(1952) | Hald |
| Liu Regression: Hat Matrix | hatl hatl.liu |
| Model Selection Criteria for Liu Regression | infoliu infoliu.liu |
| Liu Regression and Estimator | coef.liu fitted.liu liu liu.default liuest print.liu |
| Liu Regression Statistics | lstats lstats.liu print.lstats |
| Bias Variance and MSE Trade-off Plot | plot.biasliu |
| Model Selection Criteria Plots | plot.infoliu |
| Plot of the Liu Coefficients | plot plot.liu |
| Predict Method for Liu Regression Model Fits | predict predict.liu |
| Predicted Residual Sum of Squares | press press.liu |
| Liu Regression Residuals | residuals residuals.liu |
| Summarizing Linear Liu Regression Fits | print.summary.liu summary.liu |
| Variance-Covariance Matrix for Fitted Liu Model | vcov vcov.liu |