18 Using Clustering of Panel Data to Examine Housing Demand …
195
Ji J, Pang W, Zhou C, Han X, Wang Z (2012) A fuzzy k-prototype clustering algorithm for mixed
numeric and categorical data. Knowl-Based Syst 30:129–135
Ji J, Bai T, Zhou C, Ma C, Wang Z (2013) An improved k-prototypes clustering algorithm for mixed
numeric and categorical data. Neurocomputing 120:590–596
Liu X (2019) The income elasticity of housing demand in New South Wales, Australia. Reg Sci
Urban Econ 75:70–84
Lu H, Huang S (2011) Clustering panel data. In: SIAM international workshop on data mining held
in conjunction with the 2011 SIAM international, conference on data mining. Arizona, USA:
IEEE SMCS, pp 1–10
Nguyen CH, Nordman CJ (2018) Household entrepreneurship and social networks: panel data
evidence from Vietnam. J Dev Stud 54:594–618
Nunes PJM, Serrasqueiro ZM (2007) Capital structure of Portuguese service industries: a panel
data analysis. Serv Ind J 27:549–562
Nunes PJM, Serrasqueiro ZM, Sequeira TN (2009) Profitability in Portuguese service industries: a
panel data approach. Serv Ind J 29:693–707
Zheng X, Xia Y, Hui EC, Zheng L (2018) Urban housing demand, permanent income and
uncertainty: Microdata analysis of Hong Kong’s rental market. Habitat Int 74:9–17
195
Ji J, Pang W, Zhou C, Han X, Wang Z (2012) A fuzzy k-prototype clustering algorithm for mixed
numeric and categorical data. Knowl-Based Syst 30:129–135
Ji J, Bai T, Zhou C, Ma C, Wang Z (2013) An improved k-prototypes clustering algorithm for mixed
numeric and categorical data. Neurocomputing 120:590–596
Liu X (2019) The income elasticity of housing demand in New South Wales, Australia. Reg Sci
Urban Econ 75:70–84
Lu H, Huang S (2011) Clustering panel data. In: SIAM international workshop on data mining held
in conjunction with the 2011 SIAM international, conference on data mining. Arizona, USA:
IEEE SMCS, pp 1–10
Nguyen CH, Nordman CJ (2018) Household entrepreneurship and social networks: panel data
evidence from Vietnam. J Dev Stud 54:594–618
Nunes PJM, Serrasqueiro ZM (2007) Capital structure of Portuguese service industries: a panel
data analysis. Serv Ind J 27:549–562
Nunes PJM, Serrasqueiro ZM, Sequeira TN (2009) Profitability in Portuguese service industries: a
panel data approach. Serv Ind J 29:693–707
Zheng X, Xia Y, Hui EC, Zheng L (2018) Urban housing demand, permanent income and
uncertainty: Microdata analysis of Hong Kong’s rental market. Habitat Int 74:9–17
