Title :
Bivariate exceedance model of relief factors of debris flow
Author :
Dong Yong-quan ; Xu Fu-xia
Author_Institution :
Dept. of Math. & Inf. Sci., Tangshan Teachers Coll., Tangshan, China
Abstract :
In order to describe the extreme dependence structure of the two relief factors of debris flow of drainage area and drainage height difference, this paper studies the threshold selecting methods based on the mean residual life plot. The paper gets an accurate bivariate exceedance model which can better fit to the dependence structure of the data than the past works. The parameters in the model are calculated to get a specific joint distribution function and two marginal distribution functions, accordingly which give some extreme events probabilities.
Keywords :
geomorphology; statistical distributions; bivariate exceedance model; debris flow; drainage area; drainage height; extreme event probability; joint distribution function; marginal distribution function; mean residual life plot; relief factor; threshold selecting method; Correlation; Distribution functions; Estimation; Hazards; Joints; Mathematical model; Random variables; Logistic Copula; debris flow; generalized Pareto distribution; mean residual life plot; threshold;
Conference_Titel :
Management Science and Industrial Engineering (MSIE), 2011 International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-8383-9
DOI :
10.1109/MSIE.2011.5707624