This paper extends the Bayesian Model Averaging framework to panel data models where the lagged dependent variable as well as endogenous variables appear as regressors. We propose a Limited Information Bayesian Model Averaging (LIBMA) methodology and then test it using simulated data. Simulation...

This paper analyses the location choices of new entrants to Auckland between 1996 and 2006, to identify a systematic relationship between residential location choices and features of local areas such as population density, the population composition of the area or its neighbourhood,...

This paper analyses the location choices of new entrants to Auckland between 1996 and 2006, to identify a systematic relationship between residential location choices and features of local areas such as population density, the population composition of the area or its neighbourhood,...

This paper uses spatial statistical techniques to examine the economic determinants of residential location patterns in Auckland in 2006. The primary empirical focus of this paper is descriptive. We seek to establish the extent to which there are identifiable population subgroups that cluster...

Censored count data are encountered in many applications, often due to a data collection mechanism that introduces censoring. A common example is questionnaires with question answers of the type 0,1,2,3. We consider the problem of predicting a censored output variable Y, given a set of complete...