create_model_objects: Hierarchical Regression Model Generation

In AutoModel: Automated Hierarchical Multiple Regression with Assumptions Checking

Description

Hierarchical Regression Model Generation

Usage

create_model_objects(formulas, dataset, type = "gaussian")

Arguments

formulas	A set of lm formulas, created with create_formula_objects
dataset	A data frame containing variables refered to in formulas, passed to data argument of lm
type	Family argument to pass to glm. Specify "binomial" for binary logistic regression models.

Value

A list of lm model objects

Examples

create_model_objects(create_formula_objects("y", c("lag.quarterly.revenue")
, c("price.index")), dataset = freeny)
freeny_model_formulas <- create_formula_objects("y", c("lag.quarterly.revenue")
, c("price.index"))
create_model_objects(freeny_model_formulas, dataset = freeny)

Example output

AutoModel documentation built on May 1, 2019, 9:14 p.m.