Across modern data-intensive disciplines, the union of numerical computation, statistics, and machine learning has become ...

Length-biased and censored data arise when the probability of observing an event depends on its unobserved duration and when part of the observational history is unobserved due to study termination or ...

1 Introduction: Consequences of Numerical Inaccuracy 1 -- 1.1 Importance of Understanding Computational Statistics 1 -- 1.2 Brief History: Duhem to the Twenty-First Century 3 -- 1.3 Motivating Example ...

Complex behaviour in many systems arises from the stochastic interactions of spatially distributed particles or agents. Stochastic reaction–diffusion processes are widely used to model such behaviour ...