neighborhood.net: Neighborhood net estimates

View source: R/SparseICov.R

neighborhood.netR Documentation

Neighborhood net estimates

Description

Select a sparse inverse covariance matrix using neighborhood selection and glmnet from various exponential models.

Usage

neighborhood.net(data, lambda, method = "ising", ncores = 1, sym = "or", ...)

Arguments

data

n x p input (pre-transformed) data

lambda

the lambda path

method

ising and poisson models currently supported.

ncores

number of cores for distributing the model fitting

sym

symmetrize the neighborhood using the 'or' (default)/'and' rule

...

further arguments to glmnet


zdk123/SpiecEasi documentation built on Oct. 20, 2023, 6:49 a.m.