All functions

AppSimrel()

Simulation of Multivariate Linear Model Data

bisimrel()

Simulation of Multivariate Linear Model data with response

cov_mat()

Extract various sigma matrices

cov_plot_data()

Prepare data for Plotting Covariance Matrix

cov_xy()

Covariance between X and Y

cov_zw()

Covariance between Z and W

cov_zy()

Covariance between Z and Y

expect_subset()

Extra test functions

ggsimrelplot()

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

mbrd()

Function to create MBR-design.

mbrdsim()

A function to set up a design for a given set of factors with their specific levels using the MBR-design method.

multisimrel()

Simulation of Multivariate Linear Model Data

parse_parm()

Some helper function for simulation

plot_beta()

Plotting Functions

plot_cov()

Plotting Covariance Matrix

plot_covariance()

Plot Covariance between predictor (components) and response (components)

plot_simrel()

A wrapper function for a simrel object

prepare_design()

Prepare design for experiment from a list of simulation parameter

simrel()

Simulation of Multivariate Linear Model Data

simrelplot()

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

tidy_beta() abs_sigma()

Tidy Functions to make plotting easy

tidy_lambda()

Extract Eigenvalues of predictors

tidy_sigma()

Tidy covariance matrix

unisimrel()

Function for data simulation