Nonparametric additive models for panels of time series

Econometric Theory

Volumn 25, Issue 2, 2009, Pages 442-481

  Mammen, Enno ^a   Støve, Bård ^b   Tjøstheim, Dag ^c  

^a UNIVERSITY OF MANNHEIM   (Germany)

^b NORWEGIAN SCHOOL OF ECONOMICS   (Norway)

^c UNIVERSITY OF BERGEN   (Norway)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 69849087542     PISSN: 02664666     EISSN: 14694360     Source Type: Journal    
DOI: 10.1017/S0266466608090142     Document Type: Article

References (30)

1. Arellano, M. (2003) Panel Data Econometrics. Oxford University Press.
2. Baltagi, B.H. (1995) Econometric Analysis of Panel Data. Wiley.
3. Baltagi, B.H., J.M. Griffin, & W. Xiong (2000) To pool or not to pool: Homogenous versus heterogenous estimators applied to cigarette demand. Review of Economics and Statistics 82, 117-126.
4. Cai, Z. & Q. Li (2008) Nonparametric estimation of varying coefficient dynamic panel data models. Econometric Theory 24, 1321-1342.
5. Chang, Y. (2004) Bootstrap unit root test in panels with cross-sectional dependency. Journal of Econometrics 120, 263-293.
6. Fan, J. & R. Li, (2004) New estimation and model selection procedures for semiparametric modeling in longitudinal data analysis. Journal of the American Statistical Association 99, 710-723.
7. Fan, J. & Q. Yao, (2003) Nonlinear Time Series. Springer-Verlag.
8. Ferraty, F. & P. Vieu, (2006) Nonparametric Functional Data Analysis: Theory and Practice. Springer- Verlag.
9. Fu, B., W.-K. Li, & W.-K. Fung (2002) Testing model adequacy for dynamic panel data with intercorrelation. Biometrika 89, 591-601.
10. Härdle, W. (1990) Smoothing Techniques: With Implementation in S. Springer-Verlag.
11. Hastie, T.J. & R.J. Tibshirani, (1990) Generalized Additive Models. Chapman and Hall.
12. Henderson, D.J, R.J. Carroll, & Q. Li (2008) Nonparametric estimation and testing of fixed effects panel data models. Journal of Econometrics 144, 257-275.
13. Hjellvik, V., R., Chen & D. Tjøstheim (2004) Nonparametric estimation and testing in panels of intercorrelated time series. Journal of Time Series Analysis 25, 831-872.
14. Hjellvik, V. & D. Tjøstheim (1999) Modelling panels of intercorrelated autoregressive time series. Biometrika 86, 573-590.
15. Hsiao, C. (1986) Analysis of Panel Data. Cambridge University Press.
16. Linton, O. & E. Mammen (2005) Estimating semiparametric ARCH (∞) models by kernel smoothing methods. Econometrica 73, 771-836.
17. Linton, O.B. & J.P. Nielsen (1995) A kernel method of estimating structured nonparametric regression based on marginal integration. Biometrika 82, 93-101.
18. Mammen, E., O. Linton, & J.P. Nielsen (1999) The existence and asymptotic properties of a backfitting projection algorithm under weak conditions. Annals of Statistics 27, 1443-1490.
19. Mammen, E. & B. Park (2005) Bandwidth selection for smooth backfitting in additive models. Annals of Statistics 33, 1260-1294.
20. Mammen, E. & B. Park (2006) A simple smooth backfitting method for additive models. Annals of Statistics 34, 2252-2271.
21. Mátyás, L. & Sevestre, P. (1992) The Econometrics of Panel Data. Kluwer Academic.
22. Newey, W.K. (1994) Kernel estimation of partial means. Econometric Theory 10, 233-253.
23. Nielsen, J.P. & Sperlich, S. (2005) Smooth backfitting in practice. Journal of the Royal Statistical Society, Series B 67, 43-61.
24. Opsomer, J.D. & D. Ruppert (1997) Fitting a bivariate additive model by local polynomial regression. Annals of Statistics 25, 186-211.
25. Profit, S. and S. Sperlich (2004) Non-uniformity of job-matching in a transition economy-A nonparametric analysis for the Czech Republic. Applied Economics 36, 695-714.
26. Ramsay, J.O. and B.W. Silverman (1996) Functional Data Analysis. Springer-Verlag.
27. Sperlich, S., D. Tjøstheim & L. Yang (2002) Nonparametric estimation and testing of interaction in additive models. Econometric Theory 18, 197-251.
28. Tjøstheim, D. and B.H. Auestad (1994) Nonparametric identification of nonlinear time series: Projections. Journal of the American Statistical Association 89, 1398-1409.
29. Wooldridge, J. (2005a) Fixed effects and related estimators for correlated random-coefficient and treatment effect panel data models. Review of Economics and Statistics 87, 385-390.
30. Wooldridge, J. (2005b) Simple solutions to the initial conditions problem for dynamic nonlinear panel data models with unobserved heterogeneity. Journal of Applied Econometrics 20, 39-54.