estimates.glm: Report glm object Estimates (effect sizes and parameters)

In dustinfife/flexplot: Graphically Based Data Analysis Using 'flexplot'

Report glm object Estimates (effect sizes and parameters)

Description

Report glm object Estimates

Usage

## S3 method for class 'glm'
estimates(object, mc = FALSE)

Arguments

object	a glm object
mc	Should model comparisons be performed? Currently not used

Value

One or more objects containing parameter estimates and effect sizes.

For logistic regression, it will return the following:

'raw.coefficients'

The raw log-odds coefficients.

'OR'

Odds ratios (exp(beta)).

'inverse.OR'

Inverse odds ratios (1 / OR).

'standardized.OR'

Standardized odds ratios (exp(beta)).

'inverse.standardized.OR'

Standardized version of the inverse odds ratios (1 / OR).

'instantaneous_slope'

The slope of the probability curve at p = 0.5.

'intercept_threshold'

The value of X where p = 0.5.

'Prediction Difference (+/- 1 SD)'

Change in predicted probability from -1 to +1 SD.

dustinfife/flexplot documentation built on June 12, 2025, 9:15 a.m.