Simulation of Multivariate Linear Model Data

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Documentation for package ‘simrel’ version 2.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

abs_sigma	Tidy Functions to make plotting easy
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.
msim	Simulation of Multivariate Linear Model Data
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	Tidy Functions to make plotting easy
tidy_lambda	Extract Eigenvalues of predictors
tidy_sigma	Tidy covariance matrix
unisimrel	Function for data simulation