Building spatial choice models from aggregate data

T Orpana, J Lampinen - Journal of Regional Science, 2003 - Wiley Online Library
Choice model construction is usually based on information about a number of separate
choice situations, for which all relevant quantities are known. This paper concerns the case …

Choice model specification, substitution and spatial structure effects: A simulation experiment

A Borgers, H Timmermans - Regional Science and Urban Economics, 1987 - Elsevier
Several choice models are compared on their ability to reproduce two types of simulated
data sets. The sets belonging to the first type were generated by using a probit model which …

Calibration and test of a discrete choice model with endogenous choice sets

J Dai - Geographical Analysis, 1998 - Wiley Online Library
Conventional discrete choice models assume implicitly that the choice set is independent of
the decisionmaker's preferences conditional on the explanatory variables of the models …

Discrete choice model with structuralized spatial effects for location analysis

K Miyamoto, V Vichiensan… - Transportation …, 2004 - journals.sagepub.com
The discrete choice modeling paradigm and in particular the logit model are research topics
that have been continuously developed and refined for years in the field of transportation …

Modeling store choices with cross-sectional and pooled cross-sectional data: a comparison

JC Thill - Environment and Planning A, 1995 - journals.sagepub.com
Contrary to many other types of spatial decisions, shopping destination choice behavior is
highly repetitive. For the practitioner looking for good predictors of store patronage, for …

[PDF][PDF] Spatially-oriented discrete choice predictions: a case study of French supermarket preferences

S Markley - Case Studies In Business, Industry And …, 2007 - statistique-et-enseignement.fr
Given the importance of the economic stakes involved in understanding and predicting the
behaviour of grocery consumers, it is not surprising that economic papers and research …

Modeling spatial discrete choice

OA Smirnov - Regional science and urban economics, 2010 - Elsevier
The paper presents a basic spatial discrete choice modeling framework obtained by
applying random utility theory to discrete choices made by heterogeneous spatially …

[HTML][HTML] Investigating the predictive capabilities of discrete choice models in the presence of spatial effects

RD Robertson, GC Nelson, A De Pinto - Papers in Regional Science, 2009 - Elsevier
Fully spatial treatments of discrete choice models are difficult to specify and can be
computationally intense. Several ad hoc procedures have been proposed in the land use …

[PDF][PDF] The impact of space on the application of discrete choice models

KE Haynes, AS Fotheringham - Review of Regional Studies, 1990 - rrs.scholasticahq.com
In spatial analysis, the 1980's could be characterized as the decade of discrete choice
modeling and, more generally, categorized data analysis. Subsequent to the pioneering …

An empirical evaluation of parameter sensitivity to choice set definition in shopping destination choice models

PA Pellegrini, AS Fotheringham, G Lin - Papers in Regional Science, 1997 - Elsevier
This paper empirically examines parameter sensitivity to choice set specification in the
context of shopping destination choice, using supermarket choice data from Gainesville …