Functional Data Analysis (Springer Series in Statistics)

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9780387400808: Functional Data Analysis (Springer Series in Statistics)

This is the second edition of a highly succesful book which has sold nearly 3000 copies world wide since its publication in 1997.

Many chapters will be rewritten and expanded due to a lot of progress in these areas since the publication of the first edition.

Bernard Silverman is the author of two other books, each of which has lifetime sales of more than 4000 copies. He has a great reputation both as a researcher and an author.

This is likely to be the bestselling book in the Springer Series in Statistics for a couple of years.

"Sinopsis" puede pertenecer a otra edición de este libro.

From the Back Cover:

Scientists and others today often collect samples of curves and other functional observations. This monograph presents many ideas and techniques for such data.  Included are expressions in the functional domain of such classics as linear regression, principal components analysis, linear modeling, and canonical correlation analysis, as well as specifically functional techniques such as curve registration and principal differential analysis. Data arising in real applications are used throughout for both motivation and illustration, showing how functional approaches allow us to see new things, especially by exploiting the smoothness of the processes generating the data. The data sets exemplify the wide scope of functional data analysis; they are drawn from growth analysis, meteorology, biomechanics, equine science, economics, and medicine.

The book presents novel statistical technology, much of it based on the authors’ own research work, while keeping the mathematical level widely accessible. It is designed to appeal to students, to applied data analysts, and to experienced researchers; it will have value both within statistics and across a broad spectrum of other fields. 

This second edition is aimed at a wider range of readers, and especially those who would like to apply these techniques to their research problems. It complements the authors' other recent volume Applied Functional Data Analysis: Methods and Case Studies. In particular, there is an extended coverage of data smoothing and other matters arising in the preliminaries to a functional data analysis. The chapters on the functional linear model and modeling of the dynamics of systems through the use of differential equations and principal differential analysis have been completely rewritten and extended to include new developments. Other chapters have been revised substantially, often to give more weight to examples and practical considerations.

Jim Ramsay is Professor of Psychology at McGill University and is an international authority on many aspects of multivariate analysis. He was President of the Statistical Society of Canada in 2002-3 and holds the Society’s Gold Medal for his work in functional data analysis.

Bernard Silverman is Master of St Peter’s College and Professor of Statistics at Oxford University. He was President of the Institute of Mathematical Statistics in 2000–1. He is a Fellow of the Royal Society. His main specialty is in computational statistics, and he is the author or editor of several highly regarded books in this area.

 

Review:

From the reviews of the second edition:

"This book is a second edition of the authors’ 1997 book under the same title. ... The new edition is an excellent summary of recent work on FDA, emphasising the aspects of data exploration and data analytic methods that are so far most developed. ... The appendices are valuable and helpful. The references (14 pages) are also quite adequate and up to date for readers who have time to explore in more depth. ... this book is a good start for a modern statistician." (Z. Q. John Lu, Journal of Applied Statistics, Vol. 33 (6), 2006)

"This second edition, more than a third longer, presents a significant expansion. New analytic and graphical tools have been added. Approximate confidence intervals are included. The topics are introduced with more discussion and the examples are described in greater detail. This edition is useful to a broader audience. This is a book for data analysts. ... The book is a valuable source of techniques. The author’s software is available. Exploratory graphical methods are uniquely useful in learning from data." (D. F. Andrews, Short Book Reviews, Vol. 25 (3), 2005)

"The authors ... are leading experts in functional data analysis, and they have provided a comprehensive discussion on various statistical techniques for the analysis of functional data.... The book contains an impressive collection of examples ... and those make the book really enjoyable to read. ... The presentation is ... very lucid, making the book very useful for students and young researchers. I expect the book to be widely read and referenced within the statistical community as well as scientists from different disciplines." (Probal Chaudhri, Sankhya, Vol. 68 (2), 2006)

"Functional Data Analysis is well worth reading. A recurring comment is that the motivating examples are compelling and enlightening, and that the level of mathematical and statistical sophistication required to understand the book is kept at the level of an introductory graduate-level course, which makes for pleasant reading." (Mario Peruggia, Journal of the American Statistical Association, Vol. 104 (486), June, 2009)

"Sobre este título" puede pertenecer a otra edición de este libro.

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J. Ramsay B. W. Silverman
Editorial: Secaucus, New Jersey, U.S.A.: Springer Verlag (2005)
ISBN 10: 038740080X ISBN 13: 9780387400808
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Descripción Secaucus, New Jersey, U.S.A.: Springer Verlag, 2005. Soft cover. Estado de conservación: New. Estado de la sobrecubierta: New. International Edition. **INTERNATIONAL EDITION** Read carefully before purchase: This book is the international edition in mint condition with the different ISBN and book cover design, the major content is printed in full English as same as the original North American edition. The book printed in black and white, generally send in twenty-four hours after the order confirmed. All shipments go through via USPS/UPS/DHL with tracking numbers. Great professional textbook selling experience and expedite shipping service. Nº de ref. de la librería ABE-8080542412

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J. O. Ramsay, B. W. Silverman
Editorial: Springer-Verlag New York Inc., United States (2005)
ISBN 10: 038740080X ISBN 13: 9780387400808
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Descripción Springer-Verlag New York Inc., United States, 2005. Hardback. Estado de conservación: New. 2nd ed. 2005. Language: English . Brand New Book. This is the second edition of a highly succesful book which has sold nearly 3000 copies world wide since its publication in 1997. Many chapters will be rewritten and expanded due to a lot of progress in these areas since the publication of the first edition. Bernard Silverman is the author of two other books, each of which has lifetime sales of more than 4000 copies. He has a great reputation both as a researcher and an author. This is likely to be the bestselling book in the Springer Series in Statistics for a couple of years. Nº de ref. de la librería LIB9780387400808

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J. O. Ramsay, B. W. Silverman
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Descripción Springer-Verlag New York Inc. Hardback. Estado de conservación: new. BRAND NEW, Functional Data Analysis (2nd ed. 2005), J. O. Ramsay, B. W. Silverman, This is the second edition of a highly succesful book which has sold nearly 3000 copies world wide since its publication in 1997. Many chapters will be rewritten and expanded due to a lot of progress in these areas since the publication of the first edition. Bernard Silverman is the author of two other books, each of which has lifetime sales of more than 4000 copies. He has a great reputation both as a researcher and an author. This is likely to be the bestselling book in the Springer Series in Statistics for a couple of years. Nº de ref. de la librería B9780387400808

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James Ramsay, B. W. Silverman
Editorial: Springer New York 2005-06-08, New York (2005)
ISBN 10: 038740080X ISBN 13: 9780387400808
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Descripción Springer New York 2005-06-08, New York, 2005. hardback. Estado de conservación: New. Nº de ref. de la librería 9780387400808

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Ramsay, J.O.
Editorial: Springer-Verlag New York Inc. (2005)
ISBN 10: 038740080X ISBN 13: 9780387400808
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Descripción Springer-Verlag New York Inc., 2005. HRD. Estado de conservación: New. New Book.Shipped from US within 10 to 14 business days.THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Nº de ref. de la librería IP-9780387400808

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Ramsay, James
Editorial: Springer (2016)
ISBN 10: 038740080X ISBN 13: 9780387400808
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Descripción Springer, 2016. Paperback. Estado de conservación: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Nº de ref. de la librería ria9780387400808_lsuk

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Ramsay, J.O.
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Descripción Springer-Verlag New York Inc., 2005. HRD. Estado de conservación: New. New Book. Delivered from our US warehouse in 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND.Established seller since 2000. Nº de ref. de la librería IP-9780387400808

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JAMES RAMSAY
Editorial: Springer (2005)
ISBN 10: 038740080X ISBN 13: 9780387400808
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Descripción Springer, 2005. Hardback. Estado de conservación: NEW. 9780387400808 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Nº de ref. de la librería HTANDREE0273505

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Jim Ramsay, B. W. Silverman
Editorial: Springer (2005)
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Descripción Springer, 2005. Hardcover. Estado de conservación: New. 2nd. This item is printed on demand. Nº de ref. de la librería DADAX038740080X

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J.O. Ramsay
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Descripción Springer-Verlag Gmbh Jun 2005, 2005. Buch. Estado de conservación: Neu. Neuware - This is the second edition of a highly succesful book which has sold nearly 3000 copies world wide since its publication in 1997.Many chapters will be rewritten and expanded due to a lot of progress in these areas since the publication of the first edition. Bernard Silverman is the author of two other books, each of which has lifetime sales of more than 4000 copies. He has a great reputation both as a researcher and an author. This is likely to be the bestselling book in the Springer Series in Statistics for a couple of years. 430 pp. Englisch. Nº de ref. de la librería 9780387400808

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