메뉴 건너뛰기




Volumn 54, Issue 2, 2010, Pages 429-437

Distance-based local linear regression for functional predictors

Author keywords

[No Author keywords available]

Indexed keywords

DECREASING FUNCTIONS; DISTANCE-BASED; EXPLANATORY VARIABLES; LOCAL LINEAR REGRESSION; MIXED TYPE; NON-PARAMETRIC; ORIGINAL SAMPLE; SCALAR RESPONSE;

EID: 70350572280     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2009.09.010     Document Type: Article
Times cited : (49)

References (27)
  • 1
    • 49649108762 scopus 로고    scopus 로고
    • Discussion of different logistic models with functional data. application to systemic lupus erythematosus
    • Aguilera A., Escabias M., and Valderrama M.J. Discussion of different logistic models with functional data. application to systemic lupus erythematosus. Computational Statistics and Data Analysis 53 (2008) 151-163
    • (2008) Computational Statistics and Data Analysis , vol.53 , pp. 151-163
    • Aguilera, A.1    Escabias, M.2    Valderrama, M.J.3
  • 2
    • 7944225287 scopus 로고    scopus 로고
    • Maximum ozone concentration forecasting by functional non-parametric approaches
    • Aneiros-Pérez G., Cardot H., Estévez-Pérez G., and Vieu P. Maximum ozone concentration forecasting by functional non-parametric approaches. Environmetrics 15 (2004) 675-685
    • (2004) Environmetrics , vol.15 , pp. 675-685
    • Aneiros-Pérez, G.1    Cardot, H.2    Estévez-Pérez, G.3    Vieu, P.4
  • 3
    • 55049128318 scopus 로고    scopus 로고
    • Local linear regression for functional predictor and scalar response
    • Baíllo A., and Grané A. Local linear regression for functional predictor and scalar response. Journal of Multivariate Analysis 100 (2009) 102-111
    • (2009) Journal of Multivariate Analysis , vol.100 , pp. 102-111
    • Baíllo, A.1    Grané, A.2
  • 5
    • 70350566050 scopus 로고    scopus 로고
    • Berlinet, A., Elamine, A., Mas, A., 2007. Local linear regression for functional data. Technical Report, ArXiv e-prints
    • Berlinet, A., Elamine, A., Mas, A., 2007. Local linear regression for functional data. Technical Report, ArXiv e-prints
  • 9
    • 27744515668 scopus 로고    scopus 로고
    • Conditional quantiles with functional covariates: An application to ozone pollution forecasting
    • Antoch J. (Ed), Physica-Verlag
    • Cardot H., Crambes C., and Sarda P. Conditional quantiles with functional covariates: An application to ozone pollution forecasting. In: Antoch J. (Ed). COMPSTAT 2004. Proceedings in Computational Statistics (2004), Physica-Verlag 769-776
    • (2004) COMPSTAT 2004. Proceedings in Computational Statistics , pp. 769-776
    • Cardot, H.1    Crambes, C.2    Sarda, P.3
  • 10
    • 0010968641 scopus 로고
    • Distance analysis in discrimination and classification using both continuous and categorical variables
    • Dodge Y. (Ed), North-Holland Publishing Co., Amsterdam, The Netherlands
    • Cuadras C.M. Distance analysis in discrimination and classification using both continuous and categorical variables. In: Dodge Y. (Ed). Statistical Data Analysis and Inference (1989), North-Holland Publishing Co., Amsterdam, The Netherlands 459-473
    • (1989) Statistical Data Analysis and Inference , pp. 459-473
    • Cuadras, C.M.1
  • 13
    • 0031530380 scopus 로고    scopus 로고
    • The proximity of an individual to a population with applications in discriminant analysis
    • Cuadras C.M., Fortiana J., and Oliva F. The proximity of an individual to a population with applications in discriminant analysis. Journal of Classification 14 (1997) 117-136
    • (1997) Journal of Classification , vol.14 , pp. 117-136
    • Cuadras, C.M.1    Fortiana, J.2    Oliva, F.3
  • 14
    • 8644286824 scopus 로고    scopus 로고
    • Introduction: Emerging issues in longitudinal and functional data analysis
    • Davidian M., Lin X., and Wang J.L. Introduction: Emerging issues in longitudinal and functional data analysis. Statistica Sinica 14 July (2004) 613-614
    • (2004) Statistica Sinica , vol.14 , Issue.July , pp. 613-614
    • Davidian, M.1    Lin, X.2    Wang, J.L.3
  • 15
    • 34548232194 scopus 로고    scopus 로고
    • Nonparametric regression on functional data: Inference and practical aspects
    • Ferraty F., Mas A., and Vieu P. Nonparametric regression on functional data: Inference and practical aspects. Australian and New Zeland Journal of Statstics 49 (2007) 267-286
    • (2007) Australian and New Zeland Journal of Statstics , vol.49 , pp. 267-286
    • Ferraty, F.1    Mas, A.2    Vieu, P.3
  • 19
    • 0000457927 scopus 로고
    • Adding a point to vector diagrams in multivariate analysis
    • Gower J.C. Adding a point to vector diagrams in multivariate analysis. Biometrika 55 (1968) 582-585
    • (1968) Biometrika , vol.55 , pp. 582-585
    • Gower, J.C.1
  • 20
    • 33747044600 scopus 로고
    • Metric and euclidean properties of dissimilarity coefficients
    • Gower J.C., and Legendre P. Metric and euclidean properties of dissimilarity coefficients. Journal of Classification 3 (1986) 5-48
    • (1986) Journal of Classification , vol.3 , pp. 5-48
    • Gower, J.C.1    Legendre, P.2
  • 24
    • 0027879547 scopus 로고
    • On the early history of the singular value decomposition
    • Stewart G.W. On the early history of the singular value decomposition. SIAM Review 35 (1993) 551-566
    • (1993) SIAM Review , vol.35 , pp. 551-566
    • Stewart, G.W.1
  • 25
    • 36048956916 scopus 로고    scopus 로고
    • Editorial: An overview to modelling functional data
    • Modelling Functional Data in Practice (special issue)
    • Valderrama M.J. Editorial: An overview to modelling functional data. Modelling Functional Data in Practice. Computational Statistics 22 September (2007) 331-334 (special issue)
    • (2007) Computational Statistics , vol.22 , Issue.September , pp. 331-334
    • Valderrama, M.J.1
  • 27
    • 49649089419 scopus 로고    scopus 로고
    • Selection of components and degrees of smoothing via LASSO in high dimensional nonparametric additive models
    • Zheng S. Selection of components and degrees of smoothing via LASSO in high dimensional nonparametric additive models. Computational Statistics and Data Analysis 53 (2008) 164-175
    • (2008) Computational Statistics and Data Analysis , vol.53 , pp. 164-175
    • Zheng, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.