beezdemand (version 0.2.0)

summary.beezdemand_hurdle: Summarize a Hurdle Demand Model Fit

Description

Provides a summary of a fitted hurdle demand model, including fixed effects, variance components, correlations, and fit statistics.

Usage

# S3 method for beezdemand_hurdle
summary(object, report_space = c("natural", "log10", "internal"), ...)

Value

An object of class summary.beezdemand_hurdle (also inherits from beezdemand_summary) containing:

call

The original function call

model_class

"beezdemand_hurdle"

backend

"TMB"

coefficients

Tibble of fixed effects with estimates, SEs, z-values, p-values

coefficients_matrix

Matrix form for printing (legacy compatibility)

variance_components

Matrix of variance/covariance estimates

correlations

Matrix of correlation estimates

n_subjects

Number of subjects

nobs

Number of observations

converged

Logical indicating convergence

logLik

Log-likelihood at convergence

AIC

Akaike Information Criterion

BIC

Bayesian Information Criterion

group_metrics

Group-level Pmax and Omax

individual_metrics

Summary of individual-level parameters

notes

Character vector of warnings/notes

Arguments

object

An object of class beezdemand_hurdle from fit_demand_hurdle.

report_space

Character. Reporting space for core demand parameters. One of:

• "internal": report internal/fitting parameters (default internal naming)

• "natural": report natural-scale parameters when a natural mapping exists

• "log10": report log10()-scale parameters when a mapping exists

...

Additional arguments (currently unused).

Examples

# \donttest{
data(apt)
fit <- fit_demand_hurdle(apt, y_var = "y", x_var = "x", id_var = "id")
summary(fit)
# }