5 papers
Nonparametric Monitoring of Spatial Dependence
Philipp Adämmer, Philipp Wittenberg, Christian H. Weiß +1
In process monitoring, it is common for measurements to be taken regularly or randomly from different spatial locations in two or three dimensions. While there are nonparametric me…
The Mollified (Discrete) Uniform Distribution and its Applications
Christian H. Weiß
The mollified uniform distribution is rediscovered, which constitutes a ``soft'' version of the continuous uniform distribution. Important stochastic properties are presented and u…
Tobit models for count time series
Christian H. Weiß, Fukang Zhu
Several models for count time series have been developed during the last decades, often inspired by traditional autoregressive moving average (ARMA) models for real-valued time ser…
Mean-preserving rounding integer-valued ARMA models
Christian H. Weiß, Fukang Zhu
In the past four decades, research on count time series has made significant progress, but research on -valued time series is relatively rare. Existing -val…
Generalized Moment Estimators based on Stein Identities
Simon Nik, Christian H. Weiß
For parameter estimation of continuous and discrete distributions, we propose a generalization of the method of moments (MM), where Stein identities are utilized for improved estim…