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allestimates  

Effect Estimates from All Models
View on CRAN: Click here


Download and install allestimates package within the R console
Install from CRAN:
install.packages("allestimates")

Install from Github:
library("remotes")
install_github("cran/allestimates")

Install by package version:
library("remotes")
install_version("allestimates", "0.2.3")



Attach the package and use:
library("allestimates")
Maintained by
Zhiqiang Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-02-05
Latest Update: 2023-03-26
Description:
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) ), '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().
How to cite:
Zhiqiang Wang (2020). allestimates: Effect Estimates from All Models. R package version 0.2.3, https://cran.r-project.org/web/packages/allestimates. Accessed 06 Nov. 2024.
Previous versions and publish date:
0.1.6 (2020-02-05 17:30), 0.1.7 (2020-07-09 07:20), 0.1.8 (2020-07-12 09:20), 0.1.9 (2020-09-29 11:30), 0.2.1 (2021-01-20 10:30), 0.2.2 (2022-03-04 12:40)
Other packages that cited allestimates R package
View allestimates citation profile
Other R packages that allestimates depends, imports, suggests or enhances
Complete documentation for allestimates
Functions, R codes and Examples using the allestimates R package
Some associated functions: all_cox . all_glm . all_lm . all_plot . all_plot2 . all_plot_aic . all_plot_aic2 . all_speedglm . allestimates . diab_df . 
Some associated R codes: all_cox.R . all_glm.R . all_lm.R . all_plot.R . all_plot2.R . all_plot_aic.R . all_plot_aic2.R . all_speedglm.R . allestimates.R . data_diab_df.R .  Full allestimates package functions and examples
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