Generate Simulated Datasets

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Documentation for package ‘simdata’ version 0.4.0

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

Help Pages

apply_array	Helper to apply functions
as_function_list	Create 'function_list' object from list of functions
colapply_functions	Apply list of functions to column of object
contains_constant	Check if matrix contains constant column(s)
cor_from_upper	Build correlation matrix
cor_to_cov	Convert correlation matrix to covariance matrix
cor_to_upper	Convert correlation matrix to specification used by 'cor_from_upper'
do_processing	Post-processing of datamatrix
estimate_final_correlation	Estimate correlation matrix via simulation
function_list	Apply list of functions to input
get_from_function_list	Extract individual functions from 'function_list'
get_names_from_function_list	Extract names of individual functions from 'function_list'
is_collinear	Check if matrix is collinear
is_cor_matrix	Check if matrix is a correlation matrix
optimize_cor_for_pair	Find pairwise initial correlation for NORTA from target correlation
optimize_cor_mat	Find initial correlation matrix for NORTA from target correlation
partial	Define partial function
plot_cor_network	Visualize fixed correlation structure as a network
plot_cor_network.default	Visualize fixed correlation structure as a network
plot_cor_network.simdesign_mvtnorm	Visualize fixed correlation structure as a network
plot_estimated_cor_network	Visualize estimated correlation matrix as a network
process_truncate_by_iqr	Truncate columns of datamatrix at datamatrix specific thresholds
process_truncate_by_threshold	Truncate columns of datamatrix at specified thresholds
quantile_functions_from_data	Helper to estimate quantile functions from data for NORTA
quantile_function_from_density	Helper to estimate quantile functions from data for NORTA
quantile_function_from_quantiles	Helper to estimate quantile functions from data for NORTA
simdesign	Design specification for simulating datasets
simdesign_discunif	Uniform disc sampling design specification
simdesign_mvtnorm	Multivariate normal design specification
simdesign_norta	NORTA-based design specification
simulate_data	Simulate design matrix
simulate_data.default	Simulate design matrix
simulate_data.simdesign	Simulate design matrix
simulate_data_conditional	Simulate data which satisfies certain conditions