gemmFitRcppI: gemmFitRcppI

In jchrszcz/gemmR: General Monotone Model

Description

This function is run each generation to calculate fit between weighted predictors and response based on fit.metric, (weights generated by genAlg), and criterion. Calls a number of Rcpp functions that are hidden from R.

Usage

  gemmFitRcppI(n, betas, data, p, kCor, correction, isTauB)

Arguments

n	double, number of observations in dataset.
betas	numeric matrix of random weights.
data	numeric matrix, dataset constructed based on original gemm.formula call. First column is criterion variable.
p	double, number of potential predictors in data.
kCor	numeric vector, penalty term for given vector of weights. Will always equal number of non-zero weights unless interactions are included.
correction	character string, names correction to tau for BIC calculation. Currently set as "knp".
isTauB	boolean to set BIC computation based on tau-a or tau-b.

Value

fit	list of named vectors for BICtau, BICr, tau, and r.

See Also

gemm for full model-fitting function, tauTest for quick Kendall's tau.

jchrszcz/gemmR documentation built on May 18, 2019, 10:24 p.m.