Computational Resources |
Due to the complex nature of survey data analysis, the SURVEYREG procedure requires more memory than an analysis of the same regression model by the GLM procedure. For details about the amount of memory related to the modeling, see the section Computational Resources in Chapter 41, The GLM Procedure.
The memory needed by the SURVEYREG procedure to handle the survey design is described as follows.
Let
be the total number of strata
be the total number of clusters in your sample across all strata, if you specify a CLUSTER statement
be the total number of parameters in the model
The memory needed (in bytes) is
For a cluster sample, the additional memory needed (in bytes) is
The SURVEYREG procedure also uses other small amounts of additional memory. However, when you have a large number of clusters or strata, or a large number of parameters in your model, the memory described previously dominates the total memory required by the procedure.