The Impact of Policies on Poverty Dynamics

作者: Rembert De Blander , Ides Nicaise

DOI:

关键词: Markov modelPovertyUnemploymentPublic economicsMarkov processEndogeneityMicrosimulationSocial policyEconomicsWelfare state

摘要: In this paper we model employment and poverty states as a discrete first-order Markov process, taking into account the endogeneity of schooling initial states. Using model, asses impact different policies on dynamics by ex-post microsimulation. Each policy evaluated in can be considered an exemplar one competing paradigms guiding social policy: traditional welfare state, active state knowledge-based society. JEL classification: C35, I28, I32, I38, J62, J68

参考文章(34)
D. R. Cox, E. J. Snell, A General Definition of Residuals Journal of the Royal Statistical Society: Series B (Methodological). ,vol. 30, pp. 248- 265 ,(1968) , 10.1111/J.2517-6161.1968.TB00724.X
Robert Fildes, Journal of business and economic statistics 5 International Journal of Forecasting. ,vol. 4, pp. 509- 510 ,(1988) , 10.1016/0169-2070(88)90121-5
M.J.C.M. Verbeek, F. Vella, Two-step estimation of simultaneous equation panel data models with censored endogenous variables Research Papers in Economics. ,(1994)
Wagner Kamakura, C. F. Manski, D. McFadden, Structural Analysis of Discrete Data with Econometric Applications Journal of Marketing Research. ,vol. 19, pp. 614- ,(1982) , 10.2307/3151745
Ronald H. Randles, On the Asymptotic Normality of Statistics with Estimated Parameters Annals of Statistics. ,vol. 10, pp. 462- 474 ,(1982) , 10.1214/AOS/1176345787
Kevin M Murphy, Robert H Topel, Estimation and Inference in Two-Step Econometric Models Journal of Business & Economic Statistics. ,vol. 3, pp. 370- 379 ,(1985) , 10.1198/073500102753410417
Stephen P. Jenkins, Modelling household income dynamics Journal of Population Economics. ,vol. 13, pp. 529- 567 ,(2000) , 10.1007/978-3-642-55573-2_7
Thomas A. DiPrete, Patricia A. McManus, Family change, employment transitions, and the welfare state : Household income dynamics in the United States and Germany American Sociological Review. ,vol. 65, pp. 343- 370 ,(2000) , 10.2307/2657461
Gail Gong, Francisco J. Samaniego, Pseudo Maximum Likelihood Estimation: Theory and Applications Annals of Statistics. ,vol. 9, pp. 861- 869 ,(1981) , 10.1214/AOS/1176345526