0
Your cart

Your cart is empty

Books > Science & Mathematics > Mathematics > Probability & statistics

Buy Now

Inference for Functional Data with Applications (Paperback, 2012 ed.) Loot Price: R4,611
Discovery Miles 46 110
Inference for Functional Data with Applications (Paperback, 2012 ed.): Lajos Horvath, Piotr Kokoszka

Inference for Functional Data with Applications (Paperback, 2012 ed.)

Lajos Horvath, Piotr Kokoszka

Series: Springer Series in Statistics, 200

 (sign in to rate)
Loot Price R4,611 Discovery Miles 46 110 | Repayment Terms: R432 pm x 12*

Bookmark and Share

Expected to ship within 10 - 15 working days

This book presents recently developed statistical methods and theory required for the application of the tools of functional data analysis to problems arising in geosciences, finance, economics and biology. It is concerned with inference based on second order statistics, especially those related to the functional principal component analysis. While it covers inference for independent and identically distributed functional data, its distinguishing feature is an in depth coverage of dependent functional data structures, including functional time series and spatially indexed functions. Specific inferential problems studied include two sample inference, change point analysis, tests for dependence in data and model residuals and functional prediction. All procedures are described algorithmically, illustrated on simulated and real data sets, and supported by a complete asymptotic theory. The book can be read at two levels. Readers interested primarily in methodology will find detailed descriptions of the methods and examples of their application. Researchers interested also in mathematical foundations will find carefully developed theory. The organization of the chapters makes it easy for the reader to choose an appropriate focus. The book introduces the requisite, and frequently used, Hilbert space formalism in a systematic manner. This will be useful to graduate or advanced undergraduate students seeking a self-contained introduction to the subject. Advanced researchers will find novel asymptotic arguments.

General

Imprint: Springer-Verlag New York
Country of origin: United States
Series: Springer Series in Statistics, 200
Release date: June 2014
First published: 2012
Authors: Lajos Horvath • Piotr Kokoszka
Dimensions: 235 x 155 x 23mm (L x W x T)
Format: Paperback
Pages: 422
Edition: 2012 ed.
ISBN-13: 978-1-4899-9052-5
Categories: Books > Science & Mathematics > Mathematics > Probability & statistics
Promotions
LSN: 1-4899-9052-6
Barcode: 9781489990525

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..

Statistics For Business And Economics
David Anderson, James Cochran, … Paperback  (1)
R1,305 Discovery Miles 13 050
Applied Business Statistics - Methods…
Trevor Wegner Paperback R951 Discovery Miles 9 510
Basic mathematics for economics students…
Derek Yu Paperback R357 Discovery Miles 3 570
Numbers, Hypotheses & Conclusions - A…
Colin Tredoux, Kevin Durrheim Paperback R969 R856 Discovery Miles 8 560
Time Series Analysis - With Applications…
Jonathan D. Cryer, Kung-Sik Chan Hardcover R2,636 Discovery Miles 26 360
Mathematical Statistics with…
William Mendenhall, Dennis Wackerly, … Paperback R1,345 R1,252 Discovery Miles 12 520
Counterfactuals and Probability
Moritz Schulz Hardcover R2,854 Discovery Miles 28 540
Probability - An Introduction
Geoffrey Grimmett, Dominic Welsh Hardcover R4,206 Discovery Miles 42 060
BI Statistical Methods - Volume I…
Peter Walley Hardcover R2,721 Discovery Miles 27 210
Advances in Quantum Monte Carlo
Shigenori Tanaka, Stuart M. Rothstein, … Hardcover R5,584 Discovery Miles 55 840
The Oxford Handbook of Functional Data…
Frederic Ferraty, Yves Romain Hardcover R4,606 Discovery Miles 46 060
Pearson Edexcel AS and A level…
Paperback  (1)
R279 Discovery Miles 2 790

See more

Partners