performance: Transfer function model performance statistics

In analogue: Analogue and Weighted Averaging Methods for Palaeoecology

Transfer function model performance statistics

Description

A simple extractor function to access the model performance statistics of transfer function models.

Usage

performance(object, ...)

Arguments

object	A transfer function object.
...	Arguments passed to other methods. Currently ignored.

Details

performance is a generic function for use with a number of fitted models objects in analogue. The available methods are:

wa

Weighted Averaging Models.

predict.wa

Predictions from a Weighted Average Model.

pcr

Principal Component Regression models.

bootstrap.wa

Bootstrapped Weighted Averaging Models.

crossval

Cross-validated models fitted via crossval.

Value

A named vector containing the extracted model performance statistics.

Author(s)

Gavin L. Simpson

See Also

wa, predict.wa, bootstrap.wa.

Examples

data(ImbrieKipp)
data(SumSST)

## fit the WA model
mod <- wa(SumSST ~., data = ImbrieKipp)
mod

## the model performance statistics
performance(mod)

analogue documentation built on Sept. 30, 2024, 9:41 a.m.