get_lambda: Estimate an appropriate value for the ridge penalty (lambda).
In rrda: Ridge Redundancy Analysis for High-Dimensional Omics Data

get_lambda

R Documentation

Estimate an appropriate value for the ridge penalty (lambda).

Estimate an appropriate value for the ridge penalty (lambda).

get_lambda(Y, X, scale.X = FALSE, sample.X = sample.X, sample.Y = sample.Y)

`Y`	A numeric matrix of response variables.
`X`	A numeric matrix of explanatory variables.
`scale.X`	Logical indicating if `X` is scaled. Default is `FALSE`.
`sample.X`	A number of variables sampled from X for the lamdba range estimate. Default is 1000.
`sample.Y`	A number of variables sampled from Y for the lamdba range estimate. Default is 1000.