The dynamic spatial multinomial probit model: analysis of land use change using parcel-level data

► Study develops a dynamic spatial multinomial probit (DSMNP) model. ► Model addresses polytomous outcomes and space-time data. ► Model is estimated using Bayesian methods. ► Estimation efficiency issues and identification issues are discussed. ► Parcel-level land use changes are analyzed as an example.