This thesis is concerned with the generalisation of Bayesian inference towards the use of imprecise or interval probability, with a focus on model behaviour in case of prior-data conflict. Bayesian inference is one of the main approaches to statistical inference. It requires to express (subjective) knowledge on the parameter(s) of interest not incorporated in the data by a so-called prior distribution. All inferences are then based on the so-called posterior distribution, the subsumption of prior knowledge and the information in the data calculated via Bayes' Rule. The adequate choice of priors has always been an intensive matter of debate in the Bayesian literature. While a considerable part of the literature is concerned with so-cal...
This thesis is concerned with the derivation of new methods for the analysis of nonstationary, cross...
Diese Dissertation basiert auf einer auf den Menschen bezogenen, multidimensionalen Betrachtung von ...
Fundamentally, question answering systems are designed for automatically responding to queries posed...
This thesis is concerned with the generalisation of Bayesian inference towards the use of imprecise ...
How do humans make simple preferential decisions, like decide what to have for breakfast at a hotel ...
Scalar fields are used in many disciplines to represent scalar quantities over some spatial domain. ...
In der vorliegenden Arbeit beschäftigen wir uns mit der Analyse von asymptotischen Eigenschaften aus...
Titel der Arbeit: Berücksichtigung von Epistasie in der genomischen Phänotypvorhersage. Die breite ...
The maximum entropy framework is a cornerstone of statistical inference, which is employed at a grow...
Achieving better seeding depth consistency in no-till seeding is a critical performance metric of th...
Choice-Based Conjoint (CBC) analysis is nowadays by far the most widely used method for exploring co...
Which role do the costs and benefits of voting play for the decision of a voter to participate in an...
Sustainable resource management requires balancing trade-offs between land productivity and environm...
TITELBLATT u. INHALTSVERZEICHNIS EINLEITUNG I WIE ANTIK SIND DIE MODERNEN BEGRIFFE? III ...
This thesis contains four contributions which advocate cautious statistical modelling and inference....
This thesis is concerned with the derivation of new methods for the analysis of nonstationary, cross...
Diese Dissertation basiert auf einer auf den Menschen bezogenen, multidimensionalen Betrachtung von ...
Fundamentally, question answering systems are designed for automatically responding to queries posed...
This thesis is concerned with the generalisation of Bayesian inference towards the use of imprecise ...
How do humans make simple preferential decisions, like decide what to have for breakfast at a hotel ...
Scalar fields are used in many disciplines to represent scalar quantities over some spatial domain. ...
In der vorliegenden Arbeit beschäftigen wir uns mit der Analyse von asymptotischen Eigenschaften aus...
Titel der Arbeit: Berücksichtigung von Epistasie in der genomischen Phänotypvorhersage. Die breite ...
The maximum entropy framework is a cornerstone of statistical inference, which is employed at a grow...
Achieving better seeding depth consistency in no-till seeding is a critical performance metric of th...
Choice-Based Conjoint (CBC) analysis is nowadays by far the most widely used method for exploring co...
Which role do the costs and benefits of voting play for the decision of a voter to participate in an...
Sustainable resource management requires balancing trade-offs between land productivity and environm...
TITELBLATT u. INHALTSVERZEICHNIS EINLEITUNG I WIE ANTIK SIND DIE MODERNEN BEGRIFFE? III ...
This thesis contains four contributions which advocate cautious statistical modelling and inference....
This thesis is concerned with the derivation of new methods for the analysis of nonstationary, cross...
Diese Dissertation basiert auf einer auf den Menschen bezogenen, multidimensionalen Betrachtung von ...
Fundamentally, question answering systems are designed for automatically responding to queries posed...