Contributions to Statistics Foundations of Statistical Inference

At the same time, the advent of computers has facilitated the use of modern statistics in all branches of science, making statistics even more interdisciplinary than in the past; This volume is a compressed survey containing recent results on statistics of stochastic processes and on identification with incomplete observations. It comprises a collection of papers presented at the Shoresh Conference 2000 on the Foundation of Statistical Inference. The papers cover the following areas with high research activity: - Identification with Incomplete Observations, Data Mining,- Bayesian Methods and Modelling,- Testing, Goodness of Fit and Randomness,- Statistics of Stationary Processes. This volume is a compressed survey containing recent results on statistics of stochastic processes and on identification with incomplete observations. It comprises a collection of papers presented at the Shoresh Conference 2000 on the Foundation of Statistical Inference. The papers cover the following areas with high research activity:- Identification with Incomplete Observations, Data Mining,- Bayesian Methods and Modelling,- Testing, Goodness of Fit and Randomness,- Statistics of Stationary Processes.