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Omitted Variables in Multilevel Models

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Author Info
Jee-Seon Kim ()
Edward Frees
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File URL: http://hdl.handle.net/10.1007/s11336-005-1283-0
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Publisher Info
Article provided by Springer in its journal Psychometrika.

Volume (Year): 71 (2006)
Issue (Month): 4 (December)
Pages: 659-690
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Handle: RePEc:spr:psycho:v:71:y:2006:i:4:p:659-690

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Related research
Keywords: hierarchical linear models; omitted effects; model specification test; fixed-effects estimators; random-effects estimators; Hausman test; unobserved heterogeneity;

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  1. Marsh, L.C.Lawrence C., 2004. "The econometrics of higher education: editor's view," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 1-18. [Downloadable!] (restricted)
  2. Cora J. M. Maas & Joop J. Hox, 2004. "Robustness issues in multilevel regression analysis," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 58(2), pages 127-137. [Downloadable!] (restricted)
  3. Verbeke G. & Spiessens B. & Lesaffre E., 2001. "Conditional Linear Mixed Models," The American Statistician, American Statistical Association, vol. 55, pages 25-34, February. [Downloadable!] (restricted)
  4. Jones, Andrew M., 2000. "Health econometrics," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 6, pages 265-344 Elsevier. [Downloadable!] (restricted)
  5. Arellano, Manuel, 1993. "On the testing of correlated effects with panel data," Journal of Econometrics, Elsevier, vol. 59(1-2), pages 87-97, September. [Downloadable!] (restricted)
  6. Ahn, Seung Chan & Hoon Lee, Young & Schmidt, Peter, 2001. "GMM estimation of linear panel data models with time-varying individual effects," Journal of Econometrics, Elsevier, vol. 101(2), pages 219-255, April. [Downloadable!] (restricted)
  7. Edward Frees & Jee-Seon Kim, 2006. "Multilevel Model Prediction," Psychometrika, Springer, vol. 71(1), pages 79-104, March. [Downloadable!] (restricted)
  8. Ronald G. Ehrenberg & Daniel D. Goldhaber & Dominic J. Brewer, 1995. "Do Teachers' Race, Gender, and Ethnicity Matter?: Evidence from NELS88," NBER Working Papers 4669, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  9. Hanushek, Eric A. & Kain, John F. & Rivkin, Steven G., 2004. "Disruption versus Tiebout improvement: the costs and benefits of switching schools," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 1721-1746, August. [Downloadable!] (restricted)
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  10. Hausman, Jerry A. & Taylor, William E., 1981. "Panel data and unobservable individual effects," Journal of Econometrics, Elsevier, vol. 16(1), pages 155-155, May. [Downloadable!] (restricted)
  11. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-98, November. [Downloadable!] (restricted)
  12. Peter Ebbes & Ulf Böckenholt & Michel Wedel, 2004. "Regressor and random-effects dependencies in multilevel models," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 58(2), pages 161-178. [Downloadable!] (restricted)
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