Package: allestimates 0.2.3

allestimates: Effect Estimates from All Models

Estimates and plots effect estimates from models with all possible combinations of a list of variables. It can be used for assessing treatment effects in clinical trials or risk factors in bio-medical and epidemiological research. Like Stata command 'confall' (Wang Z (2007) <doi:10.1177/1536867X0700700203> ), 'allestimates' calculates and stores all effect estimates, and plots them against p values or Akaike information criterion (AIC) values. It currently has functions for linear regression: all_lm(), logistic and Poisson regression: all_glm(), and Cox proportional hazards regression: all_cox().

Authors:Zhiqiang Wang [aut, cre]

allestimates_0.2.3.tar.gz
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allestimates.pdf |allestimates.html✨
allestimates/json (API)
NEWS

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

Peer review:

Datasets:
  • diab_df - Example data: Health outcomes of 2372 adults with and without diabetes

On CRAN:

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

2.70 score 5 scripts 312 downloads 7 exports 39 dependencies

Last updated 2 years agofrom:397cb1990e. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 25 2024
R-4.5-winNOTEOct 25 2024
R-4.5-linuxNOTEOct 25 2024
R-4.4-winNOTEOct 25 2024
R-4.4-macNOTEOct 25 2024
R-4.3-winOKOct 25 2024
R-4.3-macOKOct 25 2024

Exports:all_coxall_glmall_lmall_plotall_plot_aicall_plot_aic2all_plot2

Dependencies:backportsbroomclicolorspacecpp11dplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpurrrR6RColorBrewerrlangscalesstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr

allestimates-vignette

Rendered fromallestimates-vignette.Rmdusingknitr::rmarkdownon Oct 25 2024.

Last update: 2023-03-26
Started: 2020-02-05