TY  - BOOK
AU  - Reich,Sebastian
AU  - Cotter,Colin
TI  - Probabilistic forecasting and Bayesian data assimilation
SN  - 9781107663916 (pbk.)
U1  - 519.2 23
PY  - 2015///
CY  - Cambridge :   
PB  - Cambridge University Press
KW  - Probabilities
KW  - Bayesian statistical decision theory
KW  - Uncertainty (Information theory)
N1  - Includes bibliographical references and index; Preface; 
1. Prologue: how to produce forecasts; 
Part I. Quantifying Uncertainty: 
2. Introduction to probability; 
3. Computational statistics; 
4. Stochastic processes; 
5. Bayesian inference; 
Part II. Bayesian Data Assimilation: 
6. Basic data assimilation algorithms; 
7. McKean approach to data assimilation; 
8. Data assimilation for spatio-temporal processes; 
9. Dealing with imperfect models; 
References; 
Index
N2  - This book covers key ideas and concepts. Ideal introduction for graduate students in any field where Bayesian data assimilation is applied
ER  -