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Volumn , Issue , 2007, Pages 221-243

Ozone pollution forecasting using conditional mean and conditional quantiles with functional covariates

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EID: 51149092985     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-3-540-32691-5_12     Document Type: Chapter
Times cited : (15)

References (23)
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    • to appear
    • Aneiros-Perez, G., Cardot, H., Estevez-Perez, G. and Vieu, P. (2004). Maximum Ozone Concentration Forecasting by Functional Nonparametric Approaches. Environmetrics, to appear.
    • (2004) Environmetrics
    • Aneiros-Perez, G.1    Cardot, H.2    Estevez-Perez, G.3    Vieu, P.4
  • 3
    • 0001001329 scopus 로고
    • Kernel and nearest-neighbor estimation of a conditional quantile
    • Bhattacharya, P. K. and Gangopadhyay, A. K. (1990). Kernel and Nearest-Neighbor Estimation of a Conditional Quantile. Annals of Statistics, 18, 1400-1415.
    • (1990) Annals of Statistics , vol.18 , pp. 1400-1415
    • Bhattacharya, P.K.1    Gangopadhyay, A.K.2
  • 4
    • 0041459525 scopus 로고    scopus 로고
    • Spline estimators for the functional linear model
    • Cardot, H., Ferraty, F. and Sarda, P. (2003). Spline Estimators for the Functional Linear Model. Statistica Sinica, 13, 571-591.
    • (2003) Statistica Sinica , vol.13 , pp. 571-591
    • Cardot, H.1    Ferraty, F.2    Sarda, P.3
  • 5
    • 84889991974 scopus 로고    scopus 로고
    • Quantile Regression when the Covariates are Functions
    • Cardot, H., Crambes, C. and Sarda, P. (2004). Quantile Regression when the Covariates are Functions. Preprint.
    • (2004) Preprint
    • Cardot, H.1    Crambes, C.2    Sarda, P.3
  • 6
    • 0036829580 scopus 로고    scopus 로고
    • The inclusion of exogenous variables in functional autoregressive ozone forecasting
    • Damon, J. and Guillas, S. (2002). The Inclusion of Exogenous Variables in Functional Autoregressive Ozone Forecasting. Environmetrics, 13, 759-774.
    • (2002) Environmetrics , vol.13 , pp. 759-774
    • Damon, J.1    Guillas, S.2
  • 9
    • 0036448834 scopus 로고    scopus 로고
    • The functional nonparametric model and application to spectrometric data
    • Ferraty, F. and Vieu, P. (2002). The Functional Nonparametric Model and Application to Spectrometric Data. Computational Statistics and Data Analysis, 17, 545-564.
    • (2002) Computational Statistics and Data Analysis , vol.17 , pp. 545-564
    • Ferraty, F.1    Vieu, P.2
  • 10
    • 84952149204 scopus 로고
    • A statistical view of some chemometrics regression tools (with discussion)
    • Frank, I. E. and Friedman, J. H. (1993). A statistical View of some Chemometrics Regression Tools (with discussion). Technometrics, 35, 109-148.
    • (1993) Technometrics , vol.35 , pp. 109-148
    • Frank, I.E.1    Friedman, J.H.2
  • 11
    • 0001803242 scopus 로고    scopus 로고
    • Prévisions des Pics d'Ozone par Arbres de Régression Simples et Agrégés par Bootstrap
    • Ghattas, B. (1999). Prévisions des Pics d'Ozone par Arbres de Régression Simples et Agrégés par Bootstrap. Revue de Statistique Appliqué e, XLVII, 2, 61-80.
    • (1999) Revue de Statistique Appliqué E, XLVII , vol.2 , pp. 61-80
    • Ghattas, B.1
  • 14
    • 0001589192 scopus 로고
    • Convergence rate of B-spline estimators of nonparametric conditional quantile functions
    • He, X. and Shi, P. (1994). Convergence Rate of B-Spline Estimators of Nonparametric Conditional Quantile Functions. Nonparametric Statistics, 3, 299-308.
    • (1994) Nonparametric Statistics , vol.3 , pp. 299-308
    • He, X.1    Shi, P.2
  • 15
    • 0000273843 scopus 로고
    • Regression quantiles
    • Koenker, R. and Bassett, G. (1978). Regression Quantiles. Econometrica, 46, 33-50.
    • (1978) Econometrica , vol.46 , pp. 33-50
    • Koenker, R.1    Bassett, G.2
  • 16
    • 0442278021 scopus 로고    scopus 로고
    • Goodness of fit and related inference processes for quantile regression
    • Koenker, R. and Machado, J. (1999). Goodness of Fit and Related Inference Processes for Quantile Regression. J. Amer. Stat. Assoc., 94, 1296-1310.
    • (1999) J. Amer. Stat. Assoc. , vol.94 , pp. 1296-1310
    • Koenker, R.1    Machado, J.2
  • 18
    • 0033079479 scopus 로고    scopus 로고
    • Generalized linear regression on sampled signals and curves: A P-spline approach
    • Marx, B. D. and Eilers P. H. (1999). Generalized Linear Regression on Sampled Signals and Curves: A P-Spline Approach. Technometrics, 41, 1-13.
    • (1999) Technometrics , vol.41 , pp. 1-13
    • Marx, B.D.1    Eilers, P.H.2


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