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]

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

7 exports 0.00 score 39 dependencies 3 scripts 346 downloads

Last updated 1 years agofrom:397cb1990e. Checks:OK: 3 NOTE: 4. Indexed: yes.

Exports:all_coxall_glmall_lmall_plotall_plot_aicall_plot_aic2all_plot2

Dependencies:backportsbroomclicolorspacecpp11dplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpurrrR6RColorBrewerrlangscalesstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr