summary.GPPM: Summarizing GPPM

In gppm: Gaussian Process Panel Modeling

Summarizing GPPM

Description

This function is used to summarize a GPPM. summary method for class 'GPPM'.

Usage

## S3 method for class 'GPPM'
summary(object, ...)

## S3 method for class 'summary.GPPM'
print(x, ...)

Arguments

object	object of class GPPM.
...	additional parameters (currently not used).
x	output of fit.GPPM

Value

An object of class "summary.GPPM", which is a list with 4 entries:

• modelSpecification an object of class 'ModelSpecification' describing the model as a list with the following entries

  • meanFormula formula for the mean function; output of meanFun

  • covFormula formula for the covariance function; output of covFun

  • nPars number of parameters; output of nPars

  • params parameter names; output of pars

  • nPreds number of predictors; output of nPreds

  • preds predictors names; output of preds

• parameterEstimates a data frame containing a summary of the parameter estimates; output of parEsts

• modelfit An object of class "ModelFit" describing the modelfit using a list with the following entries

  • AIC AIC of the model; output of AIC

  • BIC BIC of the model; output of BIC

  • logLik log-likelihood of the model; output of logLik

• dataStats An object of class "DataStats" describing the data set using a list with the following entries

  • nPer number of persons; output of nPers

  • maxTime maximum number of observations per person; output of maxNObs

  • nTime number of observations for each person; output of nObs

Methods (by generic)

• print(summary.GPPM): Printing a summary.GPPM object

gppm documentation built on Aug. 25, 2025, 9:50 a.m.