An unbiased model comparison test using cross-validation
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DOI: 10.1007/s11135-013-9884-7
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- Diebold, Francis X & Mariano, Roberto S, 2002.
"Comparing Predictive Accuracy,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 134-144, January.
- Diebold, Francis X & Mariano, Roberto S, 1995. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 253-263, July.
- Francis X. Diebold & Roberto S. Mariano, 1994. "Comparing Predictive Accuracy," NBER Technical Working Papers 0169, National Bureau of Economic Research, Inc.
- Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-333, March.
- Christopher H. Achen, 2005. "Let's Put Garbage-Can Regressions and Garbage-Can Probits Where They Belong," Conflict Management and Peace Science, Peace Science Society (International), vol. 22(4), pages 327-339, September.
- Michael A. Bailey, 2007. "Comparable Preference Estimates across Time and Institutions for the Court, Congress, and Presidency," American Journal of Political Science, John Wiley & Sons, vol. 51(3), pages 433-448, July.
- Koenker,Roger, 2005.
"Quantile Regression,"
Cambridge Books,
Cambridge University Press, number 9780521845731, September.
- Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521608275, October.
- Mebane, Walter R. & Sekhon, Jasjeet S., 2002. "Coordination and Policy Moderation at Midterm," American Political Science Review, Cambridge University Press, vol. 96(1), pages 141-157, March.
- Madhav Joshi & T. David Mason, 2008. "Between Democracy and Revolution: Peasant Support for Insurgency versus Democracy in Nepal," Journal of Peace Research, Peace Research Institute Oslo, vol. 45(6), pages 765-782, November.
- Mark Souva, 2005. "Foreign Policy Determinants: Comparing Realist and Domestic-Political Models of Foreign Policy," Conflict Management and Peace Science, Peace Science Society (International), vol. 22(2), pages 149-163, April.
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Keywords
Model selection; Cross-validation; Kullback–Leibler Divergence; Vuong test; Clarke test;All these keywords.
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