0
Your cart

Your cart is empty

Books > Science & Mathematics > Mathematics > Applied mathematics > Non-linear science

Buy Now

Nonlinear Time Series Analysis with R (Hardcover) Loot Price: R2,996
Discovery Miles 29 960
Nonlinear Time Series Analysis with R (Hardcover): Ray Huffaker, Marco Bittelli, Rodolfo Rosa

Nonlinear Time Series Analysis with R (Hardcover)

Ray Huffaker, Marco Bittelli, Rodolfo Rosa

 (sign in to rate)
Loot Price R2,996 Discovery Miles 29 960 | Repayment Terms: R281 pm x 12*

Bookmark and Share

Expected to ship within 10 - 15 working days

Nonlinear Time Series Analysis with R provides a practical guide to emerging empirical techniques allowing practitioners to diagnose whether highly fluctuating and random appearing data are most likely driven by random or deterministic dynamic forces. It joins the chorus of voices recommending 'getting to know your data' as an essential preliminary evidentiary step in modelling. Time series are often highly fluctuating with a random appearance. Observed volatility is commonly attributed to exogenous random shocks to stable real-world systems. However, breakthroughs in nonlinear dynamics raise another possibility: highly complex dynamics can emerge endogenously from astoundingly parsimonious deterministic nonlinear models. Nonlinear Time Series Analysis (NLTS) is a collection of empirical tools designed to aid practitioners detect whether stochastic or deterministic dynamics most likely drive observed complexity. Practitioners become 'data detectives' accumulating hard empirical evidence supporting their modelling approach. This book is targeted to professionals and graduate students in engineering and the biophysical and social sciences. Its major objectives are to help non-mathematicians - with limited knowledge of nonlinear dynamics - to become operational in NLTS; and in this way to pave the way for NLTS to be adopted in the conventional empirical toolbox and core coursework of the targeted disciplines. Consistent with modern trends in university instruction, the book makes readers active learners with hands-on computer experiments in R code directing them through NLTS methods and helping them understand the underlying logic (please see www.marco.bittelli.com). The computer code is explained in detail so that readers can adjust it for use in their own work. The book also provides readers with an explicit framework - condensed from sound empirical practices recommended in the literature - that details a step-by-step procedure for applying NLTS in real-world data diagnostics.

General

Imprint: Oxford UniversityPress
Country of origin: United Kingdom
Release date: September 2017
Authors: Ray Huffaker (Professor) • Marco Bittelli (Professor) • Rodolfo Rosa (Professor)
Dimensions: 248 x 200 x 24mm (L x W x T)
Format: Hardcover
Pages: 372
ISBN-13: 978-0-19-878293-3
Categories: Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Science & Mathematics > Mathematics > Applied mathematics > Non-linear science
Books > Science & Mathematics > Physics > Thermodynamics & statistical physics > Statistical physics
Promotions
LSN: 0-19-878293-4
Barcode: 9780198782933

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

You might also like..

Best Books gegradeerde leesreeks: Vlak 1…
Best Books Paperback R90 R85 Discovery Miles 850
Recent Trends In Chaotic, Nonlinear And…
Jan Awrejcewicz, Rajasekar Shanmuganathan, … Hardcover R4,578 Discovery Miles 45 780
Elegant Simulations: From Simple…
Julien Clinton Sprott, William Graham Hoover, … Hardcover R3,234 Discovery Miles 32 340
Advances in Topology and Their…
Santanu Acharjee Hardcover R3,964 Discovery Miles 39 640
General Relativistic and Post-Newtonian…
Joseph O'Leary Hardcover R4,658 Discovery Miles 46 580
Modelling, Analysis, and Control of…
Ziyang Meng, Tao Yang, … Hardcover R3,265 Discovery Miles 32 650
Model Reduction of Complex Dynamical…
Peter Benner, Tobias Breiten, … Hardcover R3,994 Discovery Miles 39 940
Advances in Non-Archimedean Analysis and…
W. A. Zuniga-Galindo, Bourama Toni Hardcover R3,582 Discovery Miles 35 820
Zero Index Metamaterials - Trends and…
Nishant Shankhwar, Ravindra Kumar Sinha Hardcover R3,538 Discovery Miles 35 380
Fault-tolerant Control and Diagnosis for…
Rafael Martinez-Guerra, Fidel Melendez-Vazquez, … Hardcover R3,029 Discovery Miles 30 290
Harmonic Analysis and Applications
Michael Th Rassias Hardcover R3,987 Discovery Miles 39 870
Fundamentals of Chaos and Fractals for…
Gary Drzewiecki Hardcover R1,586 Discovery Miles 15 860

See more

Partners