Binary Logistic Regression: Model Summary Output

Description

Binary Logistic Regression: Model Summary Output

Usage

model_summary_table_binomial(models)

Arguments

Details

Creates summary table with pseudo R^2 values for the binary logistic regression model objects

Examples

formulas <- create_formula_objects("am", c("hp", "mpg"), c("disp"),
c("drat"))
mtcars_models <- create_model_objects(formulas, data=mtcars,
type="binomial")
last_model <- mtcars_models[[length(mtcars_models)]]

Results

R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)

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> library(AutoModel)
> png(filename="/home/ddbj/snapshot/RGM3/R_CC/result/AutoModel/model_summary_table_binomial.Rd_%03d_medium.png", width=480, height=480)
> ### Name: model_summary_table_binomial
> ### Title: Binary Logistic Regression: Model Summary Output
> ### Aliases: model_summary_table_binomial
> 
> ### ** Examples
> 
> formulas <- create_formula_objects("am", c("hp", "mpg"), c("disp"),
+ c("drat"))
> mtcars_models <- create_model_objects(formulas, data=mtcars,
+ type="binomial")
Warning message:
glm.fit: fitted probabilities numerically 0 or 1 occurred 
> last_model <- mtcars_models[[length(mtcars_models)]]
> 
> 
> 
> 
> 
> dev.off()
null device 
          1 
>