Description Usage Arguments Details See Also Examples

Summary method for the logistic function

1 2 3 |

`object` |
Return value from |

`sum_check` |
Optional output. "vif" to show multicollinearity diagnostics. "confint" to show coefficient confidence interval estimates. "odds" to show odds ratios and confidence interval estimates. |

`conf_lev` |
Confidence level to use for coefficient and odds confidence intervals (.95 is the default) |

`test_var` |
Variables to evaluate in model comparison (i.e., a competing models Chi-squared test) |

`dec` |
Number of decimals to show |

`...` |
further arguments passed to or from other methods |

See https://radiant-rstats.github.io/docs/model/logistic.html for an example in Radiant

`logistic`

to generate the results

`plot.logistic`

to plot the results

`predict.logistic`

to generate predictions

`plot.model.predict`

to plot prediction output

1 2 3 4 5 | ```
result <- logistic(titanic, "survived", "pclass", lev = "Yes")
summary(result, test_var = "pclass")
res <- logistic(titanic, "survived", c("pclass", "sex"), int = "pclass:sex", lev = "Yes")
summary(res, sum_check = c("vif", "confint", "odds"))
titanic %>% logistic("survived", c("pclass", "sex", "age"), lev = "Yes") %>% summary("vif")
``` |

radiant-rstats/radiant.model documentation built on Jan. 10, 2019, 12:13 p.m.

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