Unimodal regression in the two-parameter exponential family with constant or known dispersion parameter
In this paper we discuss statistical methods for curve-estimation under the assumption of unimodality for variables with distributions belonging to the two-parameter exponential family with known or constant dispersion parameter. We suggest a non-parametric method based on monotonicity properties. The method is applied to Swedish data on laboratory verified diagnoses of influenza and data on inflation from an episode of hyperinflation in Bulgaria.
|Date of creation:||04 Feb 2008|
|Date of revision:|
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- Andersson, Eva & Bock, David & Frisén, Marianne, 2007. "Modeling influenza incidence for the purpose of on-line monitoring," Research Reports 2007:5, Statistical Research Unit, Department of Economics, School of Business, Economics and Law, University of Gothenburg.
- Bock, David & Andersson, Eva & Frisén, Marianne, 2007. "Statistical Surveillance of Epidemics: Peak Detection of Influenza in Sweden," Research Reports 2007:6, Statistical Research Unit, Department of Economics, School of Business, Economics and Law, University of Gothenburg.
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