Free shipping on all orders over $79* Limited Time Only
Track My Order
Help Centre
Likes
My Wish ListsLogin / Join
Booktopia
Australia's local bookstore
Get Free Shipping on orders over $79
Bayesian Time Series Models - David Barber et al

Bayesian Time Series Models

By: David Barber et al

eText | 11 August 2011 | Edition Number 1

At a Glance

eText

$181.95

or 4 interest-free payments of $45.49 with

 or 

Instant online reading in your Booktopia eTextbook Library *

Why choose an eTextbook?

Instant Access *

Purchase and read your book immediately

Read Aloud

Listen and follow along as Bookshelf reads to you

Study Tools

Built-in study tools like highlights and more

* eTextbooks are not downloadable to your eReader or an app and can be accessed via web browsers only. You must be connected to the internet and have no technical issues with your device or browser that could prevent the eTextbook from operating.
'What's going to happen next?' Time series data hold the answers, and Bayesian methods represent the cutting edge in learning what they have to say. This ambitious book is the first unified treatment of the emerging knowledge-base in Bayesian time series techniques. Exploiting the unifying framework of probabilistic graphical models, the book covers approximation schemes, both Monte Carlo and deterministic, and introduces switching, multi-object, non-parametric and agent-based models in a variety of application environments. It demonstrates that the basic framework supports the rapid creation of models tailored to specific applications and gives insight into the computational complexity of their implementation. The authors span traditional disciplines such as statistics and engineering and the more recently established areas of machine learning and pattern recognition. Readers with a basic understanding of applied probability, but no experience with time series analysis, are guided from fundamental concepts to the state-of-the-art in research and practice.
on
Desktop
Tablet
Mobile

You Can Find This eBook In

Non-FictionComputing & I.T.Computer ScienceArtificial IntelligenceComputer Vision

More in Computer Vision

Mastering Invideo AI - Robert Keyser

eBOOK

Mastering Invideo AI

eBook

$11.99

Mastering Chat GPT - Robert Keyser

eBOOK

Mastering Chat GPT

eBook

$11.99

A I(M) Here to Stay - Jonathon Wetzel

eBOOK

A I(M) Here to Stay

eBook

$15.99

Advanced Sensors for Smart Healthcare - Tuan Anh Nguyen

eBOOK

Advanced Sensors for Smart Healthcare

eBook

RRP $209.94

$188.99

10%
OFF

This product is categorised by