Cardinal

Introduction to Functional Data Analysis - 9781032096599

Description: Introduction to Functional Data Analysis Please note: this item is printed on demand and will take extra time before it can be dispatched to you (up to 20 working days). Author(s): Piotr Kokoszka, Matthew Reimherr Format: Paperback Publisher: Taylor & Francis Ltd, United Kingdom Imprint: Chapman & Hall/CRC ISBN-13: 9781032096599, 978-1032096599 Synopsis Introduction to Functional Data Analysis provides a concise textbook introduction to the field. It explains how to analyze functional data, both at exploratory and inferential levels. It also provides a systematic and accessible exposition of the methodology and the required mathematical framework. The book can be used as textbook for a semester-long course on FDA for advanced undergraduate or MS statistics majors, as well as for MS and PhD students in other disciplines, including applied mathematics, environmental science, public health, medical research, geophysical sciences and economics. It can also be used for self-study and as a reference for researchers in those fields who wish to acquire solid understanding of FDA methodology and practical guidance for its implementation. Each chapter contains plentiful examples of relevant R code and theoretical and data analytic problems. The material of the book can be roughly divided into four parts of approximately equal length: 1) basic concepts and techniques of FDA, 2) functional regression models, 3) sparse and dependent functional data, and 4) introduction to the Hilbert space framework of FDA. The book assumes advanced undergraduate background in calculus, linear algebra, distributional probability theory, foundations of statistical inference, and some familiarity with R programming. Other required statistics background is provided in scalar settings before the related functional concepts are developed. Most chapters end with references to more advanced research for those who wish to gain a more in-depth understanding of a specific topic.

Price: 42.06 GBP

Location: Aldershot

End Time: 2024-11-17T09:01:12.000Z

Shipping Cost: 26.16 GBP

Product Images

Introduction to Functional Data Analysis - 9781032096599

Item Specifics

Return postage will be paid by: Buyer

Returns Accepted: Returns Accepted

After receiving the item, your buyer should cancel the purchase within: 60 days

Return policy details:

Book Title: Introduction to Functional Data Analysis

Number of Pages: 306 Pages

Language: English

Publication Name: Introduction to Functional Data Analysis

Publisher: Taylor & Francis LTD

Publication Year: 2021

Subject: Economics, Mathematics

Item Height: 234 mm

Item Weight: 567 g

Type: Textbook

Author: Matthew Reimherr, Piotr Kokoszka

Item Width: 156 mm

Format: Paperback

Recommended

Introduction to the Prophets - Paperback By Redditt, Paul L. - GOOD
Introduction to the Prophets - Paperback By Redditt, Paul L. - GOOD

$4.39

View Details
INTRODUCTION TO APPLIED STATISTICAL ANALYSIS BY H HARTKEMIER.1968 HARDCOVER*THD8
INTRODUCTION TO APPLIED STATISTICAL ANALYSIS BY H HARTKEMIER.1968 HARDCOVER*THD8

$9.67

View Details
Introduction to Critical Care Nursing - Paperback, by Sole PhD RN CCNS - Good
Introduction to Critical Care Nursing - Paperback, by Sole PhD RN CCNS - Good

$39.28

View Details
Introduction to Vascular Ultrasonography(Fifth Edition) - Hardcover - GOOD
Introduction to Vascular Ultrasonography(Fifth Edition) - Hardcover - GOOD

$5.57

View Details
Introduction to Conservation Genetics by Jonathan D. Ballou, Richard Frankham...
Introduction to Conservation Genetics by Jonathan D. Ballou, Richard Frankham...

$10.00

View Details
Introduction to Paralegalism: Perspectives, Problems, and Skills [With CDROM]
Introduction to Paralegalism: Perspectives, Problems, and Skills [With CDROM]

$12.58

View Details
Introduction to Space Dynamics (Dover Books on Aeronautical Engineering) - GOOD
Introduction to Space Dynamics (Dover Books on Aeronautical Engineering) - GOOD

$4.39

View Details
Introduction to Algorithms, Fourth Edition by Charles E.Leiserson, Thomas.
Introduction to Algorithms, Fourth Edition by Charles E.Leiserson, Thomas.

$40.85

View Details
An Introduction to Language - 10th Ed. - Fromkin / Hyams / Rodman - 1 Day Ship
An Introduction to Language - 10th Ed. - Fromkin / Hyams / Rodman - 1 Day Ship

$14.95

View Details
Introduction to Crisis and - Paperback, by Duffey Thelma; Haberstroh - New
Introduction to Crisis and - Paperback, by Duffey Thelma; Haberstroh - New

$66.45

View Details