10.4.4. Software for logistic regression models

Logistic regression can be conducted using generally available statistical software. The software packages R, SAS, STATA and MLwiN are able to perform logistic multilevel regression. The latest version of SPSS (19) also has a mixed model procedure but has no option (at the time of writing) to use quasi-binomial distributions.  For an evaluation of different software used for logistic multilevel analysis, see Twisk (2010).