LING 431. Statistical Methods in Linguistics. 4 Credits.
This course serves as a hands-on introduction to the state of the art in statistical analysis of linguistic data. Common pitfalls in statistical analysis and the challenges posed by linguistic data are reviewed. Topics covered are mixed-effects regression models, conditional inference trees and model averaging.