params_simulation/params_sparse.R

In alexanderbuchholz/distbayesianmc: Distributed Bayesian Model Choice

# params simulation linear model with laplace prior

# specifics for stan
fileName <- "~/R_programming/distbayesianmc/stan_files/sparse_linear_reg_laplace.stan"

# single simulation

scale <- 1

#dataset <- "higgs1"
#iseed <- 42
#iter <- 1
#ssplits <- 5

typesplit <-  "random"
nobs <- 4*10**3
nchain <- 2000#10000
typeprior <- "laplace_normal"
highcorr <- TRUE

Pparams <- 2

iters <- 6#20
#vec_datasets <- c("sparse_reg_1", "sparse_reg_2")
#vec_datasets <- c("hla1", "hla2")
#vec_datasets <- c("hla_ultra_small1", "hla_ultra_small2")
vec_datasets <- c("hla_ultra_small1")
vec_types_splits <- c(typesplit)

# multiple simulations
#vec_splits <- c(1,5,10,20,50)#1,30,50)#,10,20,50)
vec_splits <- c(2,4,8,15,25,30,35,40,45)#1,30,50)#,10,20,50)