create.big.file.model.case1: Simulate data matching the article

Description Usage Arguments Value

View source: R/generate_data.R

Description

Produce a Big data file for replicaiton of the paper results.

Usage

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create.big.file.model.case1(fileX = NULL, fileY = NULL, size.min = 1,
  p = 400, q = 500, chunk.size = 10000, ng = NULL)

Arguments

fileX

filename of output X. If NULL then no file is written and the object is returned.

fileY

filename of output Y. If NULL then no file is written and the object is returned.

size.min

minimum size for output X and Y given in required Gb. Default 1.

p

number of parameters for X

q

number of parameters for Y

chunk.size

size for chunks

Value

write an X and Y file of required size.


matt-sutton/bigsgPLS documentation built on May 12, 2020, 2:47 p.m.