Related work on sentiment analysis from statistics, econometrics, and machine learning is surveyed and connected. Finally, the methods are applied in two detailed examples and we provide out-of-sample ...

This paper describes how qualitative variables may be used in regression studies. A factorial model with convariates is assumed. The qualitative variables (factorial effects) are introduced into the ...