Estimation of Variograms by Monotone, Conditionally Negative Definite Functions with Applications in Forestry

Antragsteller Professor Dr. Martin Schlather
Fachliche Zuordnung Mathematik
Förderung Förderung von 2008 bis 2015
Projektkennung Deutsche Forschungsgemeinschaft (DFG) - Projektnummer 40095828
 

Projektbeschreibung

Covariance models and variograms that are base on completely monotone functions gain increasing consideration, for both theoretical and practical reasons: (i) univariate models comprise important parametric classes; (ii) available methods for the non-parametric estimation in the case of univariate, stationary and isotropic random fields; (iii) building block for non-stationary models, space-time models and multivariate models.The goal of the project is to deepen the current knowledge of the class and to develop inference methods for more complex situations.
DFG-Verfahren Forschungsgruppen
Teilprojekt zu FOR 916:  Swiss-German Bilateral Research Unit on: Statistical Regularisation and Qualitative Constraints - Inference, Algorithms, Asymptotics and Applications