Cantitate/Preț
Produs
Total produse
Vezi coșul
Wavelets in Functional Data Analysis de Pedro A. Morettin

Wavelets in Functional Data Analysis: SpringerBriefs in Mathematics

Autor Pedro A. Morettin, Aluísio Pinheiro, Brani Vidakovic
en Limba Engleză Paperback – 23 noi 2017
Wavelet-based procedures are key in many areas of statistics, applied mathematics, engineering, and science. This book presents wavelets in functional data analysis, offering a glimpse of problems in which they can be applied, including tumor analysis, functional magnetic resonance and meteorological data. Starting with the Haar wavelet, the authors explore myriad families of wavelets and how they can be used. High-dimensional data visualization (using Andrews' plots), wavelet shrinkage (a simple, yet powerful, procedure for nonparametric models) and a selection of estimation and testing techniques (including a discussion on Stein’s Paradox) make this a highly valuable resource for graduate students and experienced researchers alike.

Citește tot Restrânge

Din seria SpringerBriefs in Mathematics

  • Stochastic Calculus in Infinite Dimensions and SPDEs
    Preț: 37212 lei
  • Optimal Design of Multi-Phase Materials: With a Cost Functional That Depends Nonlinearly on The Gradient
    Preț: 37446 lei
  • Geometry of the Unit Sphere in Polynomial Spaces
    Preț: 37392 lei
  • Generalized Connectivity of Graphs
    Preț: 37751 lei
  • The Classification of the Virtually Cyclic Subgroups of the Sphere Braid Groups
    Preț: 35011 lei
  • Applied Summability Methods
    Preț: 35228 lei
  • Time-Varying Vector Fields and Their Flows
    Preț: 35157 lei
  • Spectral Methods for Non-Standard Eigenvalue Problems: Fluid and Structural Mechanics and Beyond
    Preț: 37258 lei
  • Lectures on Finitely Generated Solvable Groups
    Preț: 33588 lei
  • Mean Field Games and Mean Field Type Control Theory
    Preț: 45206 lei
  • Approximation of Stochastic Invariant Manifolds: Stochastic Manifolds for Nonlinear SPDEs I
    Preț: 37313 lei
  • General Pontryagin-Type Stochastic Maximum Principle and Backward Stochastic Evolution Equations in Infinite Dimensions
    Preț: 43915 lei
  • Continuous Average Control of Piecewise Deterministic Markov Processes
    Preț: 35157 lei
  • 15% A Simple Introduction to the Mixed Finite Element Method: Theory and Applications
    Preț: 45588 lei
  • On the Higher-Order Sheffer Orthogonal Polynomial Sequences
    Preț: 37163 lei
  • Basics of Functional Analysis with Bicomplex Scalars, and Bicomplex Schur Analysis
    Preț: 37181 lei
  • Harnack Inequalities for Stochastic Partial Differential Equations
    Preț: 35228 lei
  • Set Operads in Combinatorics and Computer Science
    Preț: 37335 lei
  • Analyzing Markov Chains using Kronecker Products: Theory and Applications
    Preț: 37050 lei
  • Inequalities for the Numerical Radius of Linear Operators in Hilbert Spaces
    Preț: 35190 lei
  • Spherical Radial Basis Functions, Theory and Applications
    Preț: 37372 lei
  • Color-Induced Graph Colorings
    Preț: 35228 lei
  • Geodesic Convexity in Graphs
    Preț: 35081 lei
  • An Introduction to Inverse Limits with Set-valued Functions
    Preț: 33797 lei
  • System Identification Using Regular and Quantized Observations: Applications of Large Deviations Principles
    Preț: 34941 lei
  • 15% Ricci Flow for Shape Analysis and Surface Registration: Theories, Algorithms and Applications
    Preț: 45638 lei
  • An Introduction to Random Interlacements
    Preț: 35190 lei
  • 15% Graphs on Surfaces: Dualities, Polynomials, and Knots
    Preț: 45652 lei
  • Input Modeling with Phase-Type Distributions and Markov Models: Theory and Applications
    Preț: 37464 lei
  • Applications of Discrete-time Markov Chains and Poisson Processes to Air Pollution Modeling and Studies
    Preț: 33872 lei
  • 15% Control of Nonholonomic Systems: from Sub-Riemannian Geometry to Motion Planning
    Preț: 45443 lei
  • Complex Systems and Society: Modeling and Simulation
    Preț: 37087 lei
  • Covering Walks in Graphs
    Preț: 37200 lei
  • Operator Inequalities of the Jensen, Čebyšev and Grüss Type
    Preț: 33968 lei
  • The Compressed Word Problem for Groups
    Preț: 35576 lei
  • 20% An Introduction to Quasisymmetric Schur Functions: Hopf Algebras, Quasisymmetric Functions, and Young Composition Tableaux
    Preț: 35285 lei
  • Sub-Riemannian Geometry and Optimal Transport
    Preț: 45315 lei
  • Drinfeld Moduli Schemes and Automorphic Forms: The Theory of Elliptic Modules with Applications
    Preț: 37409 lei
  • Fixed Point of the Parabolic Renormalization Operator
    Preț: 37163 lei
  • Discrete–Time Stochastic Control and Dynamic Potential Games: The Euler–Equation Approach
    Preț: 33728 lei
  • An Introduction To Viscosity Solutions for Fully Nonlinear PDE with Applications to Calculus of Variations in L∞
    Preț: 55289 lei
  • 15% Lectures on Gaussian Processes
    Preț: 45397 lei
  • Stochastic Parameterizing Manifolds and Non-Markovian Reduced Equations: Stochastic Manifolds for Nonlinear SPDEs II
    Preț: 37335 lei
  • Lyapunov-type Inequalities: With Applications to Eigenvalue Problems
    Preț: 37335 lei
  • An Invitation to Hypoelliptic Operators and Hörmander's Vector Fields
    Preț: 41136 lei
  • From Kinetic Models to Hydrodynamics: Some Novel Results
    Preț: 33797 lei
  • An Introduction to Ultrametric Summability Theory
    Preț: 35011 lei
  • Green’s Functions in the Theory of Ordinary Differential Equations
    Preț: 44070 lei
  • The Kolmogorov-Obukhov Theory of Turbulence: A Mathematical Theory of Turbulence
    Preț: 37258 lei
  • Operator Inequalities of Ostrowski and Trapezoidal Type
    Preț: 33911 lei

Preț: 46935 lei

Nou

Puncte Express: 704
Preț estimativ în valută:
8985€ • 9241$ • 7454£

Carte tipărită la comandă

Livrare economică 17 februarie-03 martie

 Adaugă în coș

Wish list
Gift list
Am citit!
Adaugă în listă
Preluare comenzi: 021 569.72.76

Specificații

ISBN-13: 9783319596228
ISBN-10: 3319596225
Pagini: 90
Ilustrații: VIII, 106 p. 44 illus., 25 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.17 kg
Ediția:1st ed. 2017
Editura: Springer International Publishing
Colecția Springer
Seria SpringerBriefs in Mathematics

Locul publicării:Cham, Switzerland

Cuprins

Preface.- Introduction Examples of Functional Data.- Wavelets.- Wavelet Shrinkage.- Wavelet-based Andrews Plots.- Functional ANOVA.- Further topics.

Recenzii

“This book is short and offers quick reference on common techniques for application of wavelets on functional data analysis using some real data examples. The authors have provided code examples in Matlab for some of the methods discussed in this book. … this is a useful book for quick reference for researchers in this field.” (Abhirup Mallik, Technometrics, Vol. 60 (3), 2018)​

Notă biografică

Pedro A. Morettin holds a B.S. degree in Mathematics from the University of São Paulo, Brazil, with M.A. and Ph.D. degrees in Statistics from the University of California at Berkeley, USA. He is currently emeritus professor at the University of São Paulo's Statistics Department. His main research areas include nonparametric statistics, particularly with the use of wavelets and applications to finance. He received the Mahalanobis Award from by the Government of India and the International Statistical Institute in 2009, and the Brazilian Statistical Association Award in 2006.

Aluísio Pinheiro holds a B.S. and M.S. in Statistics from National School of Statistical Sciences (ENCE), Brazil, and University of Campinas, respectively. He also has a Ph.D. in Statistics from the University of North Carolina at Chapel Hill, USA. He is currently affiliated to the University of Campinas. His main research areas are nonparametric statistics, estimation and asymptotics, particularly wavelets and U-statistics. In 2012 he was awarded the P. K. Sen Distinguished Visiting Professorship of Biostatistics at the University of North Carolina.

Brani Vidakovic holds a B.S. in Mathematics and a M.S. in Probability from Belgrade University, Serbia, and a Ph.D. in Statistics from Purdue University, USA (1992). He is currently affiliated to Georgia Tech and Emory University, both in the USA. His main research areas are Bayesian modeling, wavelet statistics and multi-scale data analysis. He was the recipient of the 1992 Burr's award for best Ph.D. student at Purdue University. He is an associate editor of several leading statistical journals.

Textul de pe ultima copertă

Wavelet-based procedures are key in many areas of statistics, applied mathematics, engineering, and science. This book presents wavelets in functional data analysis, offering a glimpse of problems in which they can be applied, including tumor analysis, functional magnetic resonance and meteorological data. Starting with the Haar wavelet, the authors explore myriad families of wavelets and how they can be used. High-dimensional data visualization (using Andrews' plots), wavelet shrinkage (a simple, yet powerful, procedure for nonparametric models) and a selection of estimation and testing techniques (including a discussion on Stein’s Paradox) make this a highly valuable resource for graduate students and experienced researchers alike.

Caracteristici

Brings together results in wavelet functional data analysis that to date were only available in papers The only book to present functional data analysis from a wavelet point of view in a general framework Offers numerous sample coded applications for use with MATLAB Includes chapters in state-of-the-art topics like visualization of functional analysis via wavelets, optimal estimation and testing methods