summary: Summaries of evaluation metrics for joint models

In FastJM: Semi-Parametric Joint Modeling of Longitudinal and Survival Data

Summaries of evaluation metrics for joint models

Description

Produce result summaries of a joint model fit.

Produce result summaries of a joint model fit.

Produce result summaries of a joint model fit.

Usage

## S3 method for class 'AUCJMMLSM'
summary(object, digits = 4, ...)

## S3 method for class 'ConcordanceJMMLSM'
summary(object, digits = 4, ...)

## S3 method for class 'Concordancejmcs'
summary(object, digits = 4, ...)

## S3 method for class 'DynPredAccjmcs'
summary(
  object,
  metric = c("AUC", "Cindex", "Brier", "MAE", "MAEQ"),
  digits = 4,
  ...
)

## S3 method for class 'JMMLSM'
summary(object, process = c("longitudinal", "survival"), digits = 4, ...)

## S3 method for class 'MAEQJMMLSM'
summary(object, digits = 3, ...)

## S3 method for class 'PEJMMLSM'
summary(object, error = c("MAE", "Brier"), ...)

## S3 method for class 'jmcs'
summary(object, process = c("Longitudinal", "Event"), digits = 4, ...)

## S3 method for class 'mvjmcs'
summary(object, process = c("Longitudinal", "Event"), digits = 4, ...)

Arguments

object	an object inheriting from class mvjmcs.
digits	the number of significant digits to use when printing. Default is 4.
...	further arguments passed to or from other methods.
metric	a list to indicate what metric to summarize
process	for which model (i.e., longitudinal model or survival model) to extract the estimated coefficients.
error	a character string that specifies the loss function.

Value

a list of matrices with conditional probabilities for subjects.

a list of matrices with conditional probabilities for subjects.

a list of matrices with conditional probabilities for subjects.

a summary of the list of matrices with conditional probabilities for subjects.

A table to summarize the model results.

a list of matrices with conditional probabilities for subjects.

a list of matrices with conditional probabilities for subjects.

A table to summarize the model results.

A table to summarize the model results.

Author(s)

Shanpeng Li [e-mail]

See Also

JMMLSM, survfitJMMLSM

JMMLSM, survfitJMMLSM

jmcs, survfitjmcs

jmcs, survfitjmcs

JMMLSM

JMMLSM, survfitJMMLSM

JMMLSM, survfitJMMLSM

jmcs

mvjmcs

FastJM documentation built on March 28, 2026, 5:07 p.m.