R: Array of Parameter Estimates

collate {openCR}

R Documentation

Array of Parameter Estimates

Description

Estimates from one or more openCR models are formed into an array.

Usage


## S3 method for class 'openCR'
collate(object, ..., realnames = NULL, betanames = NULL, 
    newdata = NULL, alpha = 0.05, perm = 1:4, fields = 1:4)

## S3 method for class 'openCRlist'
collate(object, ..., realnames = NULL, betanames = NULL, 
    newdata = NULL, alpha = 0.05, perm = 1:4, fields = 1:4)

Arguments

`object`	`openCR` or `openCRlist` objects
`...`	other `openCR` objects
`realnames`	character vector of real parameter names
`betanames`	character vector of beta parameter names
`newdata`	optional dataframe of values at which to evaluate models
`alpha`	alpha level for confidence intervals
`perm`	permutation of dimensions in output
`fields`	vector to restrict summary fields in output

Details

collate extracts parameter estimates from a set of fitted openCR model objects. fields may be used to select a subset of summary fields ("estimate","SE.estimate","lcl","ucl") by name or number.

Value

A 4-dimensional array of model-specific parameter estimates. By default, the dimensions correspond respectively to

rows in newdata (usually sessions),
models,
statistic fields (estimate, SE.estimate, lcl, ucl), and
parameters ("phi", "sigma" etc.).