fit_cp_linear: Fit a Linear Cross-Price Demand Model

In brentkaplan/beezdemand: Behavioral Economic Easy Demand

Fit a Linear Cross-Price Demand Model

Description

Fit a Linear Cross-Price Demand Model

Usage

fit_cp_linear(
  data,
  type = c("fixed", "mixed"),
  formula = NULL,
  log10x = FALSE,
  group_effects = FALSE,
  random_slope = FALSE,
  return_all = TRUE,
  ...
)

fit_cp_linear.default(
  data,
  formula = NULL,
  log10x = FALSE,
  return_all = FALSE,
  ...
)

fit_cp_linear.mixed(
  data,
  formula = NULL,
  log10x = FALSE,
  return_all = FALSE,
  ...
)

Arguments

data	A data frame containing columns: x and y, and optionally target, id, and group.
type	The type of model: "fixed" for standard linear or "mixed" for mixed effects.
formula	Optional formula override. If NULL, a formula will be constructed based on other parameters.
log10x	Logical; if TRUE and formula is NULL, uses log10(x) instead of x in the formula. Default is FALSE.
group_effects	Logical or character; if TRUE, includes group as a factor with interactions. Can also be "intercept" for group intercepts only or "interaction" for full interactions. Default is FALSE.
random_slope	Logical; for mixed models, if TRUE, includes random slopes for x. Default is FALSE.
return_all	Logical; if TRUE, returns additional model metadata.
...	Additional arguments passed to underlying modeling functions.

Value

Fitted linear model.

brentkaplan/beezdemand documentation built on June 11, 2025, 3:50 a.m.