stats4

This package contains statistical functions using S4 methods and classes.

Functions

FunctionDescription
AICCalculates the Akaike information criterion for one or several fitted model objects for which a log-likelihood value can be obtained.
BICCalculates the Bayesian information criterion (BIC), also known as Schwarz’s Bayesian criterion (SBC), for one or several fitted model objects for which a log-likelihood value can be obtained, according to the formula −2 ∗ log-likelihood + npar ∗ log(nobs), where npar represents the number of parameters and nobs the number of observations in the fitted model.
coefExtracts model coefficients from objects returned by modeling functions.
confintComputes confidence intervals for one or more parameters in a fitted model.
logLikExtracts the log-likelihood from a model object.
mleEstimates parameters by the method of maximum likelihood.
plotGeneric function for plotting an R object.
profileInvestigates behavior of objective function near the solution represented by fitted.
summaryGeneric function used to produce result summaries of the results of various model-fitting functions.
updateUpdates and (by default) refits a model.
vcovReturns the variance-covariance matrix of the main parameters of a fitted model object.

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