simrelplot

ncomp

logical, TRUE: functions ask for comfirmation FALSE: function layout plot on predefined format

Output estimated covariance structure

print.cov

A character indicating which plot you want as output, it can take <code>TrueBeta</code>, <code>RelComp</code> and <code>EstRelComp</code>

which

Simulation Plot: The true beta, relevant component and eigen structure

Researchers have been using simulated data from a multivariate linear model to compare and evaluate different methods, ideas and models. Additionally, teachers and educators have been using a simulation tool to demonstrate and teach various statistical and machine learning concepts.
This package helps users to simulate linear model data with a wide range of properties by tuning few parameters such as relevant latent components. In addition, a shiny app as an 'RStudio' gadget gives users a simple interface for using the simulation function. See more on: S<c3><a6>b<c3><b8>, S., Alm<c3><b8>y, T., Helland, I.S. (2015) <doi:10.1016/j.chemolab.2015.05.012> and Rimal, R., Alm<c3><b8>y, T., S<c3><a6>b<c3><b8>, S. (2018) <doi:10.1016/j.chemolab.2018.02.009>.

simrelplot: Simulation Plot: The true beta, relevant component and eigen structure

Description

Usage

Arguments

Value