Density Estimation Using Inverse and Reciprocal Inverse Guassian Kernels
This paper introduces two new nonparametric estimators for probability density functions which have support on the non-negative half-line. These kernel estimators are based on some inverse Gaussian and reciprocal inverse Gaussian probability density functions used as kernels. We show that they share the same properties as those of gamma kernel estimators : they are free of boundary bias, always non-negative, and achieve the optimal rate of convergence for the mean integrated squarred error. Extensions to regression curve estimation and hazard rate estimation under random censoring are briefly discussed. Monte Carlo results concerning finite sample properties are reported for different distributions.
|Date of creation:||01 Jun 2001|
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- Roberts, John, 1987. "An Equilibrium Model with Involuntary Unemployment at Flexible, Competitive Prices and Wages," American Economic Review, American Economic Association, vol. 77(5), pages 856-74, December.
- Larry E. Jones & R. E. Manuelli, 1987.
"The Coordination Problem and Equilibrium Theories of Recessions,"
753, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
- Jones, Larry E & Manuelli, Rodolfo E, 1992. "The Coordination Problem and Equilibrium Theories of Recessions," American Economic Review, American Economic Association, vol. 82(3), pages 451-71, June.
- Howitt, P. & Mcfee, R.P., 1990.
UWO Department of Economics Working Papers
9005, University of Western Ontario, Department of Economics.
- P. Diamond, 1980.
"Aggregate Demand Management in Search Equilibrium,"
268, Massachusetts Institute of Technology (MIT), Department of Economics.
- Jacques H.DREZE, 2001.
"On the Macroeconomics of Uncertainty and Incomplete Markets,"
Discussion Papers (REL - Recherches Economiques de Louvain)
2001011, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
- DREZE, Jacques, 1999. "On the macroeconomics of uncertainty and incomplete markets," CORE Discussion Papers 1999064, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Nobuhiro Kiyotaki, 1988. "Multiple Expectational Equilibria Under Monopolistic Competition," The Quarterly Journal of Economics, Oxford University Press, vol. 103(4), pages 695-713.
- Dreze, Jacques H., 1997.
"Walras--Keynes equilibria coordination and macroeconomics,"
European Economic Review,
Elsevier, vol. 41(9), pages 1735-1762, December.
- DREZE, Jacques H., 1997. "Walras-Keynes equilibria coordination and macroeconomics," CORE Discussion Papers 1997051, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Oliver Hart, 1982. "A Model of Imperfect Competition with Keynesian Features," The Quarterly Journal of Economics, Oxford University Press, vol. 97(1), pages 109-138.
- Gali, Jordi, 1996.
"Multiple Equilibria in a Growth Model with Monopolistic Competition,"
Springer;Society for the Advancement of Economic Theory (SAET), vol. 8(2), pages 251-66, August.
- Jordi GalÎ, 1996. "Multiple equilibria in a growth model with monopolistic competition (*)," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 8(2), pages 251-266.
- Galí, Jordi, 1993. "Multiple Equilibria in a Growth Model with Monopolistic Competition," CEPR Discussion Papers 751, C.E.P.R. Discussion Papers.
- John Bryant, 1983. "A Simple Rational Expectations Keynes-type Model," The Quarterly Journal of Economics, Oxford University Press, vol. 98(3), pages 525-528.
- Russell Cooper & Andrew John, 1988. "Coordinating Coordination Failures in Keynesian Models," The Quarterly Journal of Economics, Oxford University Press, vol. 103(3), pages 441-463.
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