Implements the Expectation-Maximization (EM) algorithm of Dempster, Laird, and Rubin (1977) <doi:10.1111/j.2517-6161.1977.tb01600.x> for parameter estimation under progressive Type-II censored data (Balakrishnan and Aggarwala (2000) <doi:10.1007/978-1-4612-1186-0>) and computes Generalized Process Capability Indices (GPCIs). Uses the 'UniCensorEM' package for EM estimation. Supports classical and generalized capability indices including Cpy (Maiti et al. (2010) <doi:10.1080/16843703.2010.11673233>), Cp, Cpk, Cpu, Cpl, Cpm, Cpmk, Spmk (Dey and Saha (2019) <doi:10.1007/s41872-019-00081-4>), CpTk (Saha et al. (2018) <doi:10.1080/21681015.2018.1437793>), Cpc, CNpmc (Alotaibi et al. (2022) <doi:10.1155/2022/3135264>), CNpmkc (Saha et al. (2024) <doi:10.1142/S021853932450013X>), and CNpk (Saha et al. (2022) <doi:10.1080/02664763.2021.1971632>). Computes point estimates, bias, mean squared error, risk, Heidelberger and Welch convergence diagnostics, convergence probability, and bootstrap confidence intervals at 90 percent, 95 percent, and 99 percent levels. Accommodates user-defined probability density or mass functions, cumulative distribution functions, and survival functions.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.0.0) |
| Imports: | stats, UniCensorEM |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2026-08-08 |
| DOI: | 10.32614/CRAN.package.gpciEMprogII |
| Author: | Shikhar Tyagi |
| Maintainer: | Shikhar Tyagi <shikhar1093tyagi at gmail.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| CRAN checks: | gpciEMprogII results |
| Reference manual: | gpciEMprogII.html , gpciEMprogII.pdf |
| Package source: | gpciEMprogII_0.1.0.tar.gz |
| Windows binaries: | r-devel: gpciEMprogII_0.1.0.zip, r-release: gpciEMprogII_0.1.0.zip, r-oldrel: gpciEMprogII_0.1.0.zip |
| macOS binaries: | r-release (arm64): gpciEMprogII_0.1.0.tgz, r-oldrel (arm64): gpciEMprogII_0.1.0.tgz, r-release (x86_64): gpciEMprogII_0.1.0.tgz, r-oldrel (x86_64): gpciEMprogII_0.1.0.tgz |
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