iteration.fun: One-step iteration function for divide-and-conquer logistic...

In michaelyanwang/divideconquer: Divide-and-conquer adaptive lasso using least square approximation

Description

iteration.fun estimates a one-step for a logistic regression for each subset.

Usage

iteration.fun(dat.list, bini, kk.list)

Arguments

dat.list	list of subsets (after dividing). In each subset, first column = outcome, rest = design matrix
bini	initial estimator as starting point
kk.list	which subsets of dat.list get one-step update

Value

a list with b.k a matrix of one step estimator and Ahat the negative information matrix

Author(s)

Yan Wang, Tianxi Cai

Examples

iteration.fun(dat.list=dat.list,bini=bini,kk.list=2:K)

michaelyanwang/divideconquer documentation built on Aug. 16, 2019, 10:11 a.m.