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
Data Modeling for the Sciences : Applications, Basics, Computations - Steve Pressé

Data Modeling for the Sciences

Applications, Basics, Computations

By: Steve Pressé, Ioannis Sgouralis

eText | 31 August 2023

At a Glance

eText

$113.95

or 4 interest-free payments of $28.49 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.
With the increasing prevalence of big data and sparse data, and rapidly growing data-centric approaches to scientific research, students must develop effective data analysis skills at an early stage of their academic careers. This detailed guide to data modeling in the sciences is ideal for students and researchers keen to develop their understanding of probabilistic data modeling beyond the basics of p-values and fitting residuals. The textbook begins with basic probabilistic concepts, models of dynamical systems and likelihoods are then presented to build the foundation for Bayesian inference, Monte Carlo samplers and filtering. Modeling paradigms are then seamlessly developed, including mixture models, regression models, hidden Markov models, state-space models and Kalman filtering, continuous time processes and uniformization. The text is self-contained and includes practical examples and numerous exercises. This would be an excellent resource for courses on data analysis within the natural sciences, or as a reference text for self-study.
on
Desktop
Tablet
Mobile

You Can Find This eBook In

Non-FictionSciencePhysics

More in Physics

A Universe From Nothing - Lawrence M. Krauss

eBOOK

A Universe From Nothing

eBook

$14.99

Coming of Age in the Milky Way - Timothy Ferris

eBOOK

Coming of Age in the Milky Way

eBook

RRP $33.99

$27.99

18%
OFF

This product is categorised by