setup_model: Setup Model and Formula

In distribglm: Distributed Generalized Linear Models

Description

Setup Model and Formula

Usage

setup_model(
  model_name,
  synced_folder,
  clear_model = TRUE,
  formula = y ~ x1 + x2,
  family = binomial(),
  all_site_names = NULL,
  link = NULL,
  max_iterations = 100,
  tolerance = 1e-09
)

make_family(family, link = NULL)

Arguments

model_name	name of your model
synced_folder	synced folder to do computation
clear_model	Should the model be cleared (all files deleted model with same name) before creating new model
formula	model formula to fit, with tilde syntax
family	generalized linear model family, see family
all_site_names	all the site names to fit this model
link	link function to use with family
max_iterations	maximum number of iterations to run
tolerance	tolerance for convergence

Value

A character path to a formula/model file

Examples

tdir = tempfile()
dir.create(tdir)
model_name = "logistic_example"
form_file = setup_model(model_name = model_name,
synced_folder = tdir,
formula =  y ~ x1 + x2, family =  binomial())

distribglm documentation built on April 15, 2021, 5:06 p.m.