Package: CAMAN 0.78

CAMAN: Finite Mixture Models and Meta-Analysis Tools - Based on C.A.MAN

Tools for the analysis of finite semiparametric mixtures. These are useful when data is heterogeneous, e.g. in pharmacokinetics or meta-analysis. The NPMLE and VEM algorithms (flexible support size) and EM algorithms (fixed support size) are provided for univariate (Bohning et al., 1992; <doi:10.2307/2532756>) and bivariate data (Schlattmann et al., 2015; <doi:10.1016/j.jclinepi.2014.08.013>).

Authors:Peter Schlattmann <[email protected]>, Johannes Hoehne, Maryna Verba

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CAMAN.pdf |CAMAN.html✨
CAMAN/json (API)

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

Peer review:

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • CT - Meta-anaysis: noninvasive coronary angiography using computed tomography
  • GDRmap - Childhood leukemia in the former GDR
  • NoP - Ames test data: Mutagenicity of 4NoP
  • PCT - Procalcitonin as diagnostic marker for sepsis
  • aspirin - Aspirin use and breast cancer risk
  • betaplasma - Determinants of Beta-Carotene Levels
  • golubMerge.exprs - Data from the Golub et al (1999) Paper
  • heage - Northeast Thailand malnourishment data.
  • hepab - Hepatitis B data from Schlattmann and B\"ohning (1993).
  • leukDat - Childhood leukemia in the former GDR
  • rs12363681 - Gene calling
  • sample.labels - Data from the Golub et al (1999) Paper
  • thai_cohort - Cohort study in north east Thailand
  • vitA - Meta-analysis if vitamin A supplementation of childhood mortality
  • vitA2 - Meta-analysis if vitamin A supplementation of childhood mortality
  • vitamin - Meta-analysis if vitamin A supplementation of childhood mortality

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

13 exports 0.82 score 3 dependencies 2 mentions 20 scripts 428 downloads

Last updated 12 months agofrom:8602215702. Checks:OK: 4 NOTE: 5. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 26 2024
R-4.5-win-x86_64NOTEAug 26 2024
R-4.5-linux-x86_64NOTEAug 26 2024
R-4.4-win-x86_64NOTEAug 26 2024
R-4.4-mac-x86_64NOTEAug 26 2024
R-4.4-mac-aarch64NOTEAug 26 2024
R-4.3-win-x86_64OKAug 26 2024
R-4.3-mac-x86_64OKAug 26 2024
R-4.3-mac-aarch64OKAug 26 2024

Exports:bivariate.EMbivariate.mixalgbivariate.VEMCAMANbootgetFDRmixalgmixalg.bootmixalg.Bootmixalg.EMmixalg.VEMmixbootmixcovvem_grad

Dependencies:latticemvtnormsp