getEsensitivity: Get mean ensemble sensitivities

In garciapintado/rDAF: An R Data Assimilation Framework

Description

Get mean ensemble sensitivites of selected output in a model to the model inputs by multivariate regression

Usage

getEsensitivity(X, Y, useEigen = FALSE, eigop = TRUE)

Arguments

X	REAL, [n,m] input matrix, one member in each column
Y	REAL, [p,m] output matrix, one member in each column
useEigen	LOGICAL, whether to froce eigenvalue decomposition to solve the system
eigop	LOGICAL, FALSE is not practical, only available to emulate (A4) in Ancell and Hakim (2007)

Details

Return a [p,n] sensitivity matrix G representing the mean ensemble sensitivity of the output to the input variables. The function uses either singular value decomposition or eigenvalue decomposition.

Value

A [p,n] sensitivity matrix

garciapintado/rDAF documentation built on May 25, 2019, 7:26 p.m.