When running the SUEST function on our data (with the following specifications: data size: 4.58 GB, # of observations: ~ 1,000,000, # of observations across models: ~ 200,000, # of columns= ~ 1000, SUEST output VCV matrix size= [15926,15926]) across 70 models, STATA appears to initiate the function successfully. However, we encounter a problem when running SUEST across over 71 models during the compilation of matrices from the function, as STATA unexpectedly shuts down. Furthermore, when we run 80 models without covariates (327,323 observations across 80 models, output VCV matrix dimensions: [640,640]), Stata doesn’t crash.
STATA Version: STATA MP 17 (64 bit)
Hardware: (4x24-core processors)
RAM: 1.5 TB
Storage: 50+ TB SCAN storage
STATA Version: STATA MP 17 (64 bit)
Hardware: (4x24-core processors)
RAM: 1.5 TB
Storage: 50+ TB SCAN storage