메뉴 건너뛰기




Volumn 56, Issue 6, 2012, Pages 1482-1498

Wavelets in functional data analysis: Estimation of multidimensional curves and their derivatives

Author keywords

Derivative estimation; Electrocardiograms; Multidimensional curve fitting

Indexed keywords

DERIVATIVE ESTIMATION; ESTIMATION METHODS; ESTIMATION TECHNIQUES; FUNCTIONAL DATA ANALYSIS; FUNCTIONAL DATAS; LOCALIZED FEATURES; MULTIDIMENSIONAL WAVELETS; ONE DIMENSION; REGRESSION SPLINES; SIMULATION STUDIES; WAVELET-BASED METHODS;

EID: 84857651888     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2011.12.016     Document Type: Article
Times cited : (18)

References (34)
  • 1
    • 84857652766 scopus 로고    scopus 로고
    • Estimation of functional regression models for functional responses by wavelet approximation
    • Contributions to Statistics Springer Physica-Vergal
    • A. Aguilera, F. Ocaa, and M. Valderrama Estimation of functional regression models for functional responses by wavelet approximation Functional and Operatorial Statistics Contributions to Statistics 2008 Springer Physica-Vergal 15 21
    • (2008) Functional and Operatorial Statistics , pp. 15-21
    • Aguilera, A.1    Ocaa, F.2    Valderrama, M.3
  • 4
    • 64849109341 scopus 로고    scopus 로고
    • Functional supervised classification with wavelets
    • A. Berlinet, G. Biau, and L. Rouvire Functional supervised classification with wavelets Annales de l'I.S.U.P. 52 2008 61 80
    • (2008) Annales de l'I.s.u.p. , vol.52 , pp. 61-80
    • Berlinet, A.1    Biau, G.2    Rouvire, L.3
  • 8
    • 65349108741 scopus 로고    scopus 로고
    • A data-driven block thresholding approach to wavelet estimation
    • T.T. Cai, and H.H. Zhou A data-driven block thresholding approach to wavelet estimation Annals of Statistics 37 2009 569 595
    • (2009) Annals of Statistics , vol.37 , pp. 569-595
    • Cai, T.T.1    Zhou, H.H.2
  • 12
  • 13
    • 34548232194 scopus 로고    scopus 로고
    • Nonparametric regression on functional data: Inference and practical aspects
    • F. Ferraty, A. Mas, and P. Vieu Nonparametric regression on functional data: inference and practical aspects Australian & New Zealand Journal of Statistics 49 2007 267 286
    • (2007) Australian & New Zealand Journal of Statistics , vol.49 , pp. 267-286
    • Ferraty, F.1    Mas, A.2    Vieu, P.3
  • 14
    • 0141989607 scopus 로고    scopus 로고
    • Curves discrimination: A nonparametric functional approach
    • F. Ferraty, and P. Vieu Curves discrimination: a nonparametric functional approach Computational Statistics & Data Analysis 44 2003 2003 161 173
    • (2003) Computational Statistics & Data Analysis , vol.44 , Issue.2003 , pp. 161-173
    • Ferraty, F.1    Vieu, P.2
  • 16
    • 79952247928 scopus 로고    scopus 로고
    • Computing functional estimators of spatiotemporal long-range dependence parameters in the spectral-wavelet domain
    • M.P. Fras, and M.D. Ruiz-Medina Computing functional estimators of spatiotemporal long-range dependence parameters in the spectral-wavelet domain Journal of Statistical Planning and Inference 141 2011 2417 2427
    • (2011) Journal of Statistical Planning and Inference , vol.141 , pp. 2417-2427
    • Fras, M.P.1    Ruiz-Medina, M.D.2
  • 17
    • 84858668606 scopus 로고    scopus 로고
    • Performance assessment using mixed effects models: A case study on coronary patient care
    • in press
    • Grieco, N.; Ieva, F.; Paganoni, A.M.; 2011. Performance assessment using mixed effects models: a case study on coronary patient care. IMA Journal of Management Mathematics (in press). Available at: http://imaman.oxfordjournals. org/content/early/2011/05/27/imaman.dpr007.full.pdf.
    • (2011) IMA Journal of Management Mathematics
    • Grieco, N.1    Ieva, F.2    Paganoni A., .M.3
  • 19
    • 84857641697 scopus 로고    scopus 로고
    • Tech. Rep. MOX 37/2011. Dipartimento di Matematica, Politecnico di Milano
    • Ieva, F.; Paganoni, A.M.; 2011. Depth measures for multivariate functional data. Tech. Rep. MOX 37/2011. Dipartimento di Matematica, Politecnico di Milano. Available at: http://mox.polimi.it/it/progetti/pubblicazioni/view. php?id=314&en=en.
    • (2011) Depth Measures for Multivariate Functional Data
    • Ieva, F.1    Paganoni A., .M.2
  • 22
    • 0032535121 scopus 로고    scopus 로고
    • Wavelet transform: A method for derivative calculation in analytical chemistry
    • A.K. Leung, F. Chau, and J. Gao Wavelet transform: a method for derivative calculation in analytical chemistry Analytical Chemistry 70 1998 5222 5229
    • (1998) Analytical Chemistry , vol.70 , pp. 5222-5229
    • Leung, A.K.1    Chau, F.2    Gao, J.3
  • 25
    • 2942562911 scopus 로고    scopus 로고
    • Polynomial boundary treatment for wavelet regression
    • H-S. Oh, P. Naveau, and G. Lee Polynomial boundary treatment for wavelet regression Biometrika 88 2001 291 298
    • (2001) Biometrika , vol.88 , pp. 291-298
    • Oh, H.-S.1    Naveau, P.2    Lee, G.3
  • 26
  • 29
    • 65949121855 scopus 로고    scopus 로고
    • Efficient estimation of three-dimensional curves and their derivatives by free-knot regression splines, applied to the analysis of inner carotid artery centrelines
    • L.M. Sangalli, P. Secchi, S. Vantini, and A. Veneziani Efficient estimation of three-dimensional curves and their derivatives by free-knot regression splines, applied to the analysis of inner carotid artery centrelines Journal of the Royal Statistical Society. Series C 58 2009 285 306
    • (2009) Journal of the Royal Statistical Society. Series C , vol.58 , pp. 285-306
    • Sangalli, L.M.1    Secchi, P.2    Vantini, S.3    Veneziani, A.4
  • 31
    • 84857657509 scopus 로고    scopus 로고
    • Bases giving distances. A new semimetric and its use for nonparametric functional data analysis
    • Contributions to Statistics Springer Physica-Vergal
    • C. Timmermans, L. Delsol, and R. von Sachs Bases giving distances. A new semimetric and its use for nonparametric functional data analysis Recent Advances in Functional Data Analysis and Related Topics Contributions to Statistics 2011 Springer Physica-Vergal 307 313
    • (2011) Recent Advances in Functional Data Analysis and Related Topics , pp. 307-313
    • Timmermans, C.1    Delsol, L.2    Von Sachs, R.3
  • 32
    • 84857641698 scopus 로고    scopus 로고
    • Semiparametric curve alignment and shift density estimation: ECG data processing revisited
    • Sebastian Miron (Ed.)
    • Trigano, T.; Isserles, U.; Montagu, T.; Ritov, Y.; 2010. Semiparametric curve alignment and shift density estimation: ECG data processing revisited. In: Sebastian Miron (Ed.), Signal Processing, INTECH.
    • (2010) Signal Processing, INTECH
    • Trigano, T.1    Isserles, U.2    Montagu, T.3    Ritov, Y.4
  • 34
    • 40549130086 scopus 로고    scopus 로고
    • Hypothesis testing in functional linear regression models with Neyman's truncation and wavelet thresholding for longitudinal data
    • X. Yang, and K. Nie Hypothesis testing in functional linear regression models with Neyman's truncation and wavelet thresholding for longitudinal data Statistics in Medicine 27 2008 845 863
    • (2008) Statistics in Medicine , vol.27 , pp. 845-863
    • Yang, X.1    Nie, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.