度假支出的参数与半参数建模

Parametric and semi‐parametric modelling of vacation expenditures

Journal of Applied Econometrics · 1996
被引 8
人大 AABS 3

中文导读

分析荷兰家庭度假支出预算份额,使用参数和半参数模型处理零支出问题,比较不同模型对收入弹性的估计差异。

Abstract

We anaLyse several Zimited dependent variable modets expZaining the budget share that Dutch famitfes spend on vacations.To take account of the substantiaZ number of zero shares in our cross-sectíon data, taro types of models are used.The first ts the single-equation censored regressfon model, of which the Tobit modet is a specfaL case.We estimate and test severaZ parametrfc and semi-parametríc extensíons of the Tobft modeZ.Although the parametric modeZs appear to be misspeciffed, estimated income elasticities o~vacatfon expendítures according to the Tobit model and ita extensfons do not dtfjer substantially.Secondly, me consider taio-equation models, in mhich the decision mhether or not to go on vacation and the decision on the amount to spend are treated separateZy.The ~trst decisfon ia modeZled as a bínary chotce equatfon, r~hereas the second is treated as a condittonal reyresston equation.For both equatfons, ~e estfmate, test and compare parametric and semi-parametrfc specífícatfons.SfmuZations are used to investigate mhether apparently mísspecified specificatfons índeed Zead to bfased conclusions about íncome eLasticities of vacation expenditures.

受限因变量模型参数模型半参数模型度假支出收入弹性