The authors propose an econometric model of both the geographic locations of gasoline retailers in Singapore and price competition among retailers conditional on their geographic locations. Although market demand for gasoline is not observed, the authors are able to infer the effects of such demand from stations' locations and pricing decisions using available data on local market-level demogra…