Package: LGCU 0.1.5

LGCU: Implementation of Learning Gamma CUSUM (Cumulative Sum) Control Charts

Implements Cumulative Sum (CUSUM) control charts specifically designed for monitoring processes following a Gamma distribution. Provides functions to estimate distribution parameters, simulate control limits, and apply cautious learning schemes for adaptive thresholding. It supports upward and downward monitoring with guaranteed performance evaluated via Monte Carlo simulations. It is useful for quality control applications in industries where data follows a Gamma distribution. Methods are based on Madrid-Alvarez et al. (2024) <doi:10.1002/qre.3464> and Madrid-Alvarez et al. (2024) <doi:10.1080/08982112.2024.2440368>.

Authors:Harold Manuel Madrid-Alvarez [aut, cre], Victor Gustavo Tercero-Gomez [aut], Juan Carlos Garcia-Diaz [aut]

LGCU_0.1.5.tar.gz
LGCU_0.1.5.zip(r-4.5)LGCU_0.1.5.zip(r-4.4)LGCU_0.1.5.zip(r-4.3)
LGCU_0.1.5.tgz(r-4.5-x86_64)LGCU_0.1.5.tgz(r-4.5-arm64)LGCU_0.1.5.tgz(r-4.4-x86_64)LGCU_0.1.5.tgz(r-4.4-arm64)LGCU_0.1.5.tgz(r-4.3-x86_64)LGCU_0.1.5.tgz(r-4.3-arm64)
LGCU_0.1.5.tar.gz(r-4.5-noble)LGCU_0.1.5.tar.gz(r-4.4-noble)
LGCU_0.1.5.tgz(r-4.4-emscripten)LGCU_0.1.5.tgz(r-4.3-emscripten)
LGCU.pdf |LGCU.html
LGCU/json (API)
NEWS

# Install 'LGCU' in R:
install.packages('LGCU', repos = c('https://ingharold-madrid.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ingharold-madrid/lgcu/issues

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

cpp

3.00 score 118 downloads 14 exports 3 dependencies

Last updated 2 hours agofrom:ac252ef8cf. Checks:12 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 16 2025
R-4.5-win-x86_64OKMar 16 2025
R-4.5-mac-x86_64OKMar 16 2025
R-4.5-mac-aarch64OKMar 16 2025
R-4.5-linux-x86_64OKMar 16 2025
R-4.4-win-x86_64OKMar 16 2025
R-4.4-mac-x86_64OKMar 16 2025
R-4.4-mac-aarch64OKMar 16 2025
R-4.4-linux-x86_64OKMar 16 2025
R-4.3-win-x86_64OKMar 16 2025
R-4.3-mac-x86_64OKMar 16 2025
R-4.3-mac-aarch64OKMar 16 2025

Exports:ARL_ClminusARL_ClplusgetDeltaH_downgetDeltaH_upgetDeltaHL_downgetDeltaHL_upGICARL_CUSUM_downGICARL_CUSUM_upplot_GICC_chart2plot_GICCdown_chartplot_GICCL_chart2plot_GICCLdown_Chartplot_GICCLup_Chartplot_GICCup_chart

Dependencies:MASSRcpptictoc