R: Generate Simulated Datasets

# Generate Simulated Datasets

## Documentation for package ‘simdata’ version 0.4.1

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## 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