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pencal (version 2.3.0)

summary.mlpmmfit: Extract model fits from step 1 of PRC-LMM

Description

Utility function to extract the MLPMM summaries from a model fit obtained through `fit_mlpmms`

Usage

# S3 method for mlpmmfit
summary(object, yname, ...)

Value

The model summary as returned by `summary.multlcmm`

Arguments

object

the output of `fit_lmms`

yname

a character giving the name of one of the longitudinal outcomes modelled within one of the MLPMM

...

additional arguments

Author

Mirko Signorelli

References

Signorelli, M. (2024). pencal: an R Package for the Dynamic Prediction of Survival with Many Longitudinal Predictors. The R Journal, 16 (2), 134-153.

Signorelli, M., Spitali, P., Al-Khalili Szigyarto, C, The MARK-MD Consortium, Tsonaka, R. (2021). Penalized regression calibration: a method for the prediction of survival outcomes using complex longitudinal and high-dimensional data. Statistics in Medicine, 40 (27), 6178-6196.

See Also

fit_mlpmms and summary.multlcmm