Probabilistic Forecasting and Bayesian Data Assimilation

Name: Probabilistic Forecasting and Bayesian Data Assimilation
Brand: Cambridge University Press
SKU: 9781107069398
Price: 652.29 PLN
Availability: InStock

Autor: Sebastian Reich, Colin Cotter

Język:

Oprawa: Twarda

Wydawca: Cambridge University Press

Dostępność: Dostępna u dostawcy

Wysyłamy za 10-18 dni

652.29 zł

In this book the authors describe the principles and methods behind probabilistic forecasting and Ba...

Informacje o książce

Autor

Sebastian Reich, Colin Cotter

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2015

strony

308

EAN

9781107069398

ISBN

1107069394

Enbook ID

09074642

Wydawca

Cambridge University Press

Waga

680

Wymiary

180 x 256 x 19

Pełny opis

In this book the authors describe the principles and methods behind probabilistic forecasting and Bayesian data assimilation. Instead of focusing on particular application areas, the authors adopt a general dynamical systems approach, with a profusion of low-dimensional, discrete-time numerical examples designed to build intuition about the subject. Part I explains the mathematical framework of ensemble-based probabilistic forecasting and uncertainty quantification. Part II is devoted to Bayesian filtering algorithms, from classical data assimilation algorithms such as the Kalman filter, variational techniques, and sequential Monte Carlo methods, through to more recent developments such as the ensemble Kalman filter and ensemble transform filters. The McKean approach to sequential filtering in combination with coupling of measures serves as a unifying mathematical framework throughout Part II. Assuming only some basic familiarity with probability, this book is an ideal introduction for graduate students in applied mathematics, computer science, engineering, geoscience and other emerging application areas.

Możesz być zainteresowany

Klienci, którzy kupili tę książkę, kupili również

Najczęściej wyszukiwane

Categories

Authors

Publishers

Produkty

Produkty

Najczęściej wyszukiwane

Categories

Authors

Publishers

Produkty

Produkty

Probabilistic Forecasting and Bayesian Data Assimilation

Informacje o książce

Pełny opis

Możesz być zainteresowany

Klienci, którzy kupili tę książkę, kupili również