summary.AdPaik {TimeDepFrail}R Documentation

SSummary of the Adapted Paik et al.'s Time-Dependent Shared Frailty Model

Description

This function provides a comprehensive summary of the results from the Adapted Paik et al.'s Time-Dependent Shared Frailty Model. It includes key information about the dataset (e.g., number of individuals, regressors, intervals, and clusters), model parameters, and output (log-likelihood, AIC). The summary also lists the estimated regressors along with their standard errors

Usage

## S3 method for class 'AdPaik'
summary(result)

Arguments

result

'S3' class object returned by the main model call, i.e. output of the 'Adapted Paik et al.'s Model'.

Details

The function reports the estimated regressors, their standard errors, and confidence intervals (if available).

Value

Model summary printed on output.

Examples

# Define the variables needed for the model execution

data(data_dropout)
eps_paik <- 1e-10
categories_range_min <- c(-8, -2, eps_paik, eps_paik, eps_paik)
categories_range_max <- c(-eps_paik, 0.4, 1 - eps_paik, 1, 10)
time_axis <- c(1.0, 1.4, 1.8, 2.3, 3.1, 3.8, 4.3, 5.0, 5.5, 5.8, 6.0)
formula <- time_to_event ~ Gender + CFUP + cluster(group)


# Call the main model function
result <- AdPaikModel(formula, data_dropout, time_axis, categories_range_min, categories_range_max)

# Call the summary
summary(result)


[Package TimeDepFrail version 0.0.0.9 Index]