retrieveLambdas: Retrieve lambdas

In EMLasso: Fit (logistic) LASSO when there is missing data in the predictors

Description

Retrieve lambdas

Usage

  retrieveLambdas(lambdas, ds, out, ...)

  ## Default S3 method:
retrieveLambdas(lambdas,ds,out,...)

  ## Default S3 method:
retrieveLambdas(lambdas,ds,out,...)

  smartLambdaRetriever(...)

Arguments

lambdas	simple set of lambda values for the default, or an instance of a class like smartLambdaRetriever for which a specific version of the method is implemented.
ds	dataset for which the lambdas need to be found
out	outcome variable
...	For specific implementations, e.g. passed on to findReasonableLambdaHelper in retrieveLambdas.smartLambdaRetriever

Value

vector of lambda values - in fact, lambdas

vector of lambda values through findReasonableLambdaHelper

Note

abstracts away selection of lambdas: see EMLasso

Constructor for smartLambdaRetriever objects. See findReasonableLambdaHelper for what could be passed through ...

See Also

EMLasso

EMLasso

EMLasso, findReasonableLambdaHelper

EMLasso documentation built on May 2, 2019, 5:49 p.m.