Probabilistic Forecasting and Bayesian Data Assimilation - Reich, Sebastian

Probabilistic Forecasting and Bayesian Data Assimilation

Sebastian Reich

Yayınevi: Cambridge University Press

Yayın tarihi: 05/2015

ISBN: 9781107069398

Yazar : Colin Cotter

Ciltli | İngilizce | 24,4 x 17,0 cm

Tür: Matematik-İstatistik

  • Temin Süresi 28 - 42 iş günü

  • ÜYE GİRİŞİ YAPIN

    temin süresi ve fiyatını size bildirelim

  • ÜYE GİRİŞİ YAPIN

    stoklarımıza girdiğinde bilgilendirelim

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.

Probabilistic Forecasting and Bayesian Data Assimilation için şu an mevcudu olmayanlar

İlgili Ürünler

Bu Türde Çok Satanlar

Kredi Kartına Taksit İmkanı
  • 3 Taksit

  • 3 Taksit

  • 3 Taksit

  • 3 Taksit

©1996-2018 Pandora Yayın ve Kitap Hizmetleri A.Ş.

Mersis No: 0721-0430-4310-0015

Tasarım : Logo Site Tasarımı