fit_glm function

Fit GLM on Covariate

This internal function fits a generalized linear model (GLM) for a single covariate using the observed data.

fit_glm(covparams, covlink = NA, covfam, obs_data, j, model_fits)

Arguments

• covparams: List of vectors, where each vector contains information for one parameter used in the modeling of the time-varying covariates (e.g., model statement, family, link function, etc.).
• covlink: Vector of link functions.
• covfam: Vector of character strings specifying the names of the family functions to be used for fitting the GLM.
• obs_data: Data on which the model is fit.
• j: Integer specifying the index of the covariate.
• model_fits: Logical scalar indicating whether to return the fitted models. The default is FALSE.

Returns

Fitted model for the covariate at index $j$.