James Ramsay,
B. W. Silverman
Springer New York
2e druk, 2005
9780387400808
Functional Data Analysis
Specificaties
Gebonden, 428 blz.
|
Engels
Springer New York |
2e druk, 2005
ISBN13: 9780387400808
Rubricering
Onderdeel van serie
Springer Series in Statistics
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9780387400808
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:428
Uitgever:Springer New York
Druk:2
Inhoudsopgave
Introduction * Notation and Techniques * Representing Functional Data as Smooth Functions * The Roughness Penalty Approach * The Registration and Display of Functional Data * Principal Components Analysis for Functional Data * Regularized Principal Components Analysis * Principal Components Analysis of Mixed Data * Functional Linear Models * Functional Linear Models for Scalar Responses * Functional Linear Modesl for Functional Responses * Canonical Correlation and Discriminant Analysis * Differential Operators in Functional Data Analysis * Principal Differential Analysis * More General Roughness Penalties * Some Perspectives on FDA