Input | Probability and generation | Independent groups and limitations
Package: summary2joint 0.1.0
summary2joint: Joint Distribution Estimation from Marginal Study Summaries
Estimates latent Gaussian joint distributions for normal continuous, binary, and ordinal variables using marginal summaries from independent studies of a common population. Fits a pairwise Gaussian working criterion using exact summary moments, with study-level sandwich uncertainty. Supports prespecified independent groups, joint event probabilities, and synthetic patient generation. Identification requires repeated joint reporting of variable pairs; heterogeneous populations, rare categories, and small study collections require caution.
Authors:
summary2joint_0.1.0.tar.gz
summary2joint_0.1.0.zip(r-4.7-x86_64)summary2joint_0.1.0.zip(r-4.7-arm64)summary2joint_0.1.0.zip(r-4.6-x86_64)summary2joint_0.1.0.zip(r-4.6-arm64)summary2joint_0.1.0.zip(r-4.5-x86_64)
summary2joint_0.1.0.tgz(r-4.6-x86_64)summary2joint_0.1.0.tgz(r-4.6-arm64)summary2joint_0.1.0.tgz(r-4.5-x86_64)summary2joint_0.1.0.tgz(r-4.5-arm64)
summary2joint_0.1.0.tar.gz(r-4.7-arm64)summary2joint_0.1.0.tar.gz(r-4.7-x86_64)summary2joint_0.1.0.tar.gz(r-4.6-arm64)summary2joint_0.1.0.tar.gz(r-4.6-x86_64)
summary2joint_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
summary2joint/json (API)
| # Install 'summary2joint' in R: |
| install.packages('summary2joint', repos = c('https://ubcxzhang.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:d1474366bf. Checks:14 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 113 | ||
| source / vignettes | OK | 213 | ||
| linux-release-arm64 | OK | 203 | ||
| linux-release-x86_64 | OK | 134 | ||
| macos-release-arm64 | OK | 119 | ||
| macos-release-x86_64 | OK | 429 | ||
| macos-oldrel-arm64 | OK | 102 | ||
| macos-oldrel-x86_64 | OK | 183 | ||
| windows-devel-arm64 | OK | 334 | ||
| windows-devel-x86_64 | OK | 138 | ||
| windows-release-arm64 | OK | 323 | ||
| windows-release-x86_64 | OK | 98 | ||
| windows-oldrel-x86_64 | OK | 98 | ||
| wasm-release | OK | 121 |
Exports:fit_summary_copulafit_summary_copula_groupsjoint_probabilityjoint_probability_groupssimulate_summary_copula
Dependencies:mvtnormnumDerivRcppRcppArmadillo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Joint Distribution Estimation from Marginal Study Summaries | summary2joint-package summary2joint |
| Estimate a Joint Distribution from Marginal Study Summaries | fit_summary_copula |
| Fit Prespecified Independent Groups of Variables | fit_summary_copula_groups |
| Joint Event Probabilities and Delta-Method Intervals | joint_probability joint_probability_groups |
| Generate Synthetic Patients from a Fitted Joint Distribution | simulate_summary_copula |
| Inspect a Summary Copula Fit | coef.summary_copula confint.summary_copula print.summary_copula vcov.summary_copula |