dh.buildModels: Build Exposure-Outcome Models with Optional Covariates

In lifecycle-project/ds-cs-functions: Helper Functions for Use with 'DataSHIELD'

Build Exposure-Outcome Models with Optional Covariates

Description

This function constructs exposure-outcome models for each cohort using available exposure and outcome variables, and optionally available covariates.

Usage

dh.buildModels(avail_exp = NULL, avail_cov = NULL, avail_out = NULL)

Arguments

avail_exp	Output from dh.anyData detailing available exposures for each cohort.
avail_cov	Output from dh.anyData detailing available exposures for each cohort (optional).
avail_out	Output from dh.anyData detailing available outcomes for each cohort.

Details

The function performs the following steps:

1. Summarizes available exposure and outcome variables.

2. Combines available exposure and outcome variables for all cohorts.

3. Tidies up the combinations.

4. If covariates are available, it splits combinations by cohort, adds covariates, and creates formulas.

5. Returns the constructed models or formulas.

Value

A tibble containing four columns: (i) cohort, (ii) exposure, (iii) outcome, (iv) regression formula with these combinations. Optionally contains fifth column with list of covariates if avail_cov is not null.

lifecycle-project/ds-cs-functions documentation built on Nov. 18, 2024, 3:36 p.m.