aba_fit: Fit an aba model.
In ncullen93/abaR: Automated Biomarker Analysis

aba_fit

R Documentation

Fit an aba model.

Description

Calling aba_fit will trigger the fitting of all statistical models which have been specified for the model. This will result in fits for each group - outcome - stat combination.

Usage

aba_fit(object, verbose = FALSE)

Arguments

`object`	aba model The aba model to be fitted.
`verbose`	logical. Whether to give a progress bar during model fitting.

Details

Note that this function is identical to the generic fit() function which is also provided for compatability with the greater R ecosystem.

Value

abaModel

Examples

data <- adnimerge %>% dplyr::filter(VISCODE == 'bl')

model_spec <- aba_model() %>%
  set_data(data) %>%
  set_groups(everyone()) %>%
  set_outcomes(ConvertedToAlzheimers, CSF_ABETA_STATUS_bl) %>%
  set_predictors(
    PLASMA_ABETA_bl, PLASMA_PTAU181_bl, PLASMA_NFL_bl,
    c(PLASMA_ABETA_bl, PLASMA_PTAU181_bl, PLASMA_NFL_bl)
  ) %>%
  set_stats('glm')

model <- model_spec %>% aba_fit()

ncullen93/abaR documentation built on Feb. 8, 2024, 12:01 p.m.