Package: revengc 1.0.3
Samantha Duchscherer
revengc: Reverse Engineering Summarized Data
Decoupled (e.g. separate averages) and censored (e.g. > 100 species) variables are continually reported by many well-established organizations (e.g. World Health Organization (WHO), Centers for Disease Control and Prevention (CDC), World Bank, and various national censuses). The challenge therefore is to infer what the original data could have been given summarized information. We present an R package that reverse engineers decoupled and/or censored count data with two main functions. The cnbinom.pars() function estimates the average and dispersion parameter of a censored univariate frequency table. The rec() function reverse engineers summarized data into an uncensored bivariate table of probabilities.
Authors:
revengc_1.0.3.tar.gz
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revengc.pdf |revengc.html✨
revengc/json (API)
| # Install 'revengc' in R: |
| install.packages('revengc', repos = c('https://gshs-ornl.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/gist-ornl/revengc/issues
- contingencytable.csv - Contingency table example
- univariatetable.csv - Univariate frequency table example
Last updated 6 years agofrom:6e7bcb4406. Checks:ERROR: 1 WARNING: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | FAIL | Nov 12 2024 |
| R-4.5-win | WARNING | Nov 12 2024 |
| R-4.5-linux | WARNING | Nov 12 2024 |
| R-4.4-win | WARNING | Nov 12 2024 |
| R-4.4-mac | WARNING | Nov 12 2024 |
| R-4.3-win | WARNING | Nov 12 2024 |
| R-4.3-mac | WARNING | Nov 12 2024 |
Exports:cnbinom.parscolumn.marginalrecreweight.contingencytablereweight.univariatetablerow.marginalseedmatrix
Dependencies:clicmmdplyrevdfansigenericsgluelifecyclemagrittrmipfpnumDerivpillarpkgconfigR6rlangRsolnpstringistringrtibbletidyselecttruncdisttruncnormutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Estimation of negative binomial parameters | cnbinom.pars |
| Column marginal table from contingency table | column.marginal |
| Contingency table example | contingencytable.csv |
| Reverse engineering censored and decoupled data | rec |
| Reweighting a contingency table | reweight.contingencytable |
| Reweighting a univariate table | reweight.univariatetable |
| Row marginal table from contingency table | row.marginal |
| An uncensored seed matrix from censored contingency table | seedmatrix |
| Univariate frequency table example | univariatetable.csv |
