mvn_mcar_20_dat_simulation: Generate Data from a Multivariate Normal Distribution...

In jeksterslabds/jeksterslabRmedsimple: Jekster's Lab Simple Mediation Model Utilities

Description

Generate Data from a Multivariate Normal Distribution following a Simple Mediation Model with Data Missing Completely at Random - 20% (Simulation)

Usage

mvn_mcar_20_dat_simulation(
  dir = getwd(),
  all = TRUE,
  taskid = NULL,
  overwrite = FALSE,
  par = TRUE,
  ncores = NULL,
  blas_threads = TRUE,
  mc = TRUE,
  lb = FALSE,
  cl_eval = FALSE,
  cl_export = FALSE,
  cl_expr,
  cl_vars
)

Arguments

dir	Character string. Directory where results of mvn_dat_* are stored.
all	Logical. Process all results.
taskid	Numeric. Task ID.
overwrite	Logical. Overwrite existing results.
par	Logical. If TRUE, use multiple cores. If FALSE, use lapply().
ncores	Integer. Number of cores to use if par = TRUE. If unspecified, defaults to detectCores() - 1.
blas_threads	Logical. If TRUE, set BLAS threads using blas_set_num_threads(threads = blas_get_num_procs()). If FALSE, set BLAS threads using blas_set_num_threads(threads = 1). If par = TRUE, blas_threads is automatically set to FALSE to prevent conflicts in parallel processing. This argument is useful when FUN can handle implicit parallelism when par = FALSE, for example linear algebra operations.
mc	Logical. If TRUE, use parallel::mclapply(). If FALSE, use parallel::parLapply() or parallel::parLapplyLB(). Ignored if par = FALSE.
lb	Logical. If TRUE use parallel::parLapplyLB(). If FALSE, use parallel::parLapply(). Ignored if par = FALSE and mc = TRUE.
cl_eval	Logical. Execute parallel::clusterEvalQ() using cl_expr. Ignored if mc = TRUE.
cl_export	Logical. Execute parallel::clusterExport() using cl_vars. Ignored if mc = TRUE.
cl_expr	Expression. Expression passed to parallel::clusterEvalQ() Ignored if mc = TRUE.
cl_vars	Character vector. Names of objects to pass to parallel::clusterExport() Ignored if mc = TRUE.

Author(s)

Ivan Jacob Agaloos Pesigan

See Also

Other missing completely at random: mvn_mcar_10_dat_simulation(), mvn_mcar_10_dat_task(), mvn_mcar_10_dat(), mvn_mcar_20_dat_task(), mvn_mcar_20_dat(), mvn_mcar_30_dat_simulation(), mvn_mcar_30_dat_task(), mvn_mcar_30_dat()

jeksterslabds/jeksterslabRmedsimple documentation built on Oct. 16, 2020, 11:30 a.m.