PDF⋙ Inference for Functional Data with Applications (Springer Series in Statistics) by Lajos Horváth, Piotr Kokoszka
Inference for Functional Data with Applications (Springer Series in Statistics) by Lajos Horváth, Piotr Kokoszka
Inference for Functional Data with Applications (Springer Series in Statistics) by Lajos Horváth, Piotr Kokoszka PDF, ePub eBook D0wnl0ad
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.
From reader reviews:
Larry Jones:
The book Inference for Functional Data with Applications (Springer Series in Statistics) gives you the sense of being enjoy for your spare time. You can utilize to make your capable a lot more increase. Book can to get your best friend when you getting anxiety or having big problem along with your subject. If you can make looking at a book Inference for Functional Data with Applications (Springer Series in Statistics) for being your habit, you can get far more advantages, like add your personal capable, increase your knowledge about a few or all subjects. You are able to know everything if you like start and read a reserve Inference for Functional Data with Applications (Springer Series in Statistics). Kinds of book are several. It means that, science book or encyclopedia or other people. So , how do you think about this guide?
Glenn Wallin:
This Inference for Functional Data with Applications (Springer Series in Statistics) book is just not ordinary book, you have after that it the world is in your hands. The benefit you will get by reading this book is actually information inside this e-book incredible fresh, you will get data which is getting deeper you actually read a lot of information you will get. This particular Inference for Functional Data with Applications (Springer Series in Statistics) without we recognize teach the one who examining it become critical in thinking and analyzing. Don't always be worry Inference for Functional Data with Applications (Springer Series in Statistics) can bring if you are and not make your handbag space or bookshelves' become full because you can have it within your lovely laptop even mobile phone. This Inference for Functional Data with Applications (Springer Series in Statistics) having fine arrangement in word as well as layout, so you will not feel uninterested in reading.
Richard McCormick:
Typically the book Inference for Functional Data with Applications (Springer Series in Statistics) has a lot associated with on it. So when you make sure to read this book you can get a lot of profit. The book was compiled by the very famous author. Mcdougal makes some research prior to write this book. This kind of book very easy to read you may get the point easily after looking over this book.
Read Inference for Functional Data with Applications (Springer Series in Statistics) by Lajos Horváth, Piotr Kokoszka for online ebook
Inference for Functional Data with Applications (Springer Series in Statistics) by Lajos Horváth, Piotr Kokoszka Free PDF d0wnl0ad, audio books, books to read, good books to read, cheap books, good books, online books, books online, book reviews epub, read books online, books to read online, online library, greatbooks to read, PDF best books to read, top books to read Inference for Functional Data with Applications (Springer Series in Statistics) by Lajos Horváth, Piotr Kokoszka books to read online.
Komentar
Posting Komentar