This package provides different approaches for selecting the threshold in generalized Pareto distributions. Most of them are based on minimizing the AMSE-criterion or at least by reducing the bias of the assumed GPD-model. Others are heuristically motivated by searching for stable sample paths, i.e. a nearly constant region of the tail index estimator with respect to k, which is the number of data in the tail. The third class is motivated by graphical inspection. In addition, a sequential testing procedure for GPD-GoF-tests is also implemented here.

","plain":"This package provides different approaches for selecting the threshold in\ngeneralized Pareto distributions. Most of them are based on minimizing the\nAMSE-criterion or at least by reducing the bias of the assumed GPD-model. Others\nare heuristically motivated by searching for stable sample paths, i.e. a nearly\nconstant region of the tail index estimator with respect to k, which is the\nnumber of data in the tail. The third class is motivated by graphical\ninspection. In addition, a sequential testing procedure for GPD-GoF-tests is\nalso implemented here.\n\n","locale":"en_US.UTF-8"},"home-page":"https://cran.r-project.org/web/packages/tea/","derivations":[{"system":"x86_64-linux","target":"","derivation":"/gnu/store/klqz5n4yf1p4nr8khia8s21kipwdgydy-r-tea-1.1.drv"},{"system":"mips64el-linux","target":"","derivation":"/gnu/store/p0rh10p8xfyilkkz7kkx496qfldzr8fv-r-tea-1.1.drv"},{"system":"i686-linux","target":"","derivation":"/gnu/store/2whkpsab0dr2r8czy44cic5bkas30xpk-r-tea-1.1.drv"},{"system":"i586-gnu","target":"","derivation":"/gnu/store/aj540jf898hfw479gh2p0dwd31pfnw25-r-tea-1.1.drv"},{"system":"armhf-linux","target":"","derivation":"/gnu/store/nd91w79xih5vbf5dr4fn255q04v7xhnp-r-tea-1.1.drv"},{"system":"aarch64-linux","target":"","derivation":"/gnu/store/2wn4k6pzmyz00v3jpyckk2iya3x0x6qw-r-tea-1.1.drv"}]}