메뉴 건너뛰기




Volumn 29, Issue 5, 2009, Pages 761-769

Negative ridge regression parameters for improving the covariance structure of multivariate linear downscaling models

Author keywords

Climate downscaling; Linear regression; Multivariate statistics

Indexed keywords

CLIMATE DOWNSCALING; COVARIANCE MATRICES; COVARIANCE STRUCTURES; DOWN-SCALING; MATRIX EQUATIONS; MULTI-SITE; MULTIVARIATE DATA; MULTIVARIATE STATISTICS; NEGATIVE VALUES; PRECIPITATION DATA; REGRESSION COEFFICIENT; RIDGE REGRESSION; WEATHER ELEMENTS;

EID: 67649989306     PISSN: 08998418     EISSN: 10970088     Source Type: Journal    
DOI: 10.1002/joc.1737     Document Type: Article
Times cited : (16)

References (21)
  • 1
    • 2142702434 scopus 로고    scopus 로고
    • Seasonal climate and variability of the ECMWF ERA-40 model
    • DOI:10.1007/s00382-003-0370-0
    • Brankovic C, Molteni F. 2004. Seasonal climate and variability of the ECMWF ERA-40 model. Climate Dynamics 22(2-3): 139-155, DOI:10.1007/s00382-003-0370-0.
    • (2004) Climate Dynamics , vol.22 , Issue.2-3 , pp. 139-155
    • Brankovic, C.1    Molteni, F.2
  • 2
    • 0002799895 scopus 로고
    • Adaptive multivariate ridge regression
    • Brown PJ, Zidek JV. 1980. Adaptive multivariate ridge regression. Annals of Statistics 8: 64-74.
    • (1980) Annals of Statistics , vol.8 , pp. 64-74
    • Brown, P.J.1    Zidek, J.V.2
  • 3
    • 0030417468 scopus 로고    scopus 로고
    • Expanded downscaling for generating local weather scenarios
    • DOI:10.3354/ cr0007111
    • Bürger G. 1996. Expanded downscaling for generating local weather scenarios. Climate Research 7(2): 111-128, DOI:10.3354/ cr0007111.
    • (1996) Climate Research , vol.7 , Issue.2 , pp. 111-128
    • Bürger, G.1
  • 4
    • 0037052909 scopus 로고    scopus 로고
    • Selected precipitation scenarios across Europe
    • DOI:10.1016/ S0022-1694(02)00014-8
    • Bürger G. 2002. Selected precipitation scenarios across Europe. Journal of Hydrology 262(1-4): 99-110, DOI:10.1016/ S0022-1694(02)00014-8.
    • (2002) Journal of Hydrology , vol.262 , Issue.1-4 , pp. 99-110
    • Bürger, G.1
  • 5
    • 24344460934 scopus 로고    scopus 로고
    • Regression-based downscaling of spatial variability for hydrologic applications
    • DOI:10.1016/j.hydrol.2005.01.025
    • Bürger G, Chen Y. 2005. Regression-based downscaling of spatial variability for hydrologic applications. Journal of Hydrology 311(1-4): 299-317, DOI:10.1016/j.hydrol.2005.01.025.
    • (2005) Journal of Hydrology , vol.311 , Issue.1-4 , pp. 299-317
    • Bürger, G.1    Chen, Y.2
  • 6
    • 33645227465 scopus 로고    scopus 로고
    • Nonlinear principal predictor analysis: Application to the Lorenz system
    • DOI:10.1175/JCLI3634.1
    • Cannon AJ. 2006. Nonlinear principal predictor analysis: application to the Lorenz system. Journal of Climate 19(4): 579-589, DOI:10.1175/JCLI3634.1.
    • (2006) Journal of Climate , vol.19 , Issue.4 , pp. 579-589
    • Cannon, A.J.1
  • 7
    • 40149110370 scopus 로고    scopus 로고
    • Robust nonlinear canonical correlation analysis: Application to seasonal climate forecasting
    • Cannon AJ, Hsieh WW. 2008. Robust nonlinear canonical correlation analysis: application to seasonal climate forecasting. Nonlinear Processes in Geophysics 15: 221-232.
    • (2008) Nonlinear Processes in Geophysics , vol.15 , pp. 221-232
    • Cannon, A.J.1    Hsieh, W.W.2
  • 9
    • 0009036438 scopus 로고
    • On multivariate ridge regression
    • Haitovsky H. 1987. On multivariate ridge regression. Biometrika 74: 563-570.
    • (1987) Biometrika , vol.74 , pp. 563-570
    • Haitovsky, H.1
  • 10
    • 33746907039 scopus 로고    scopus 로고
    • Downscaling heavy precipitation over the United Kingdom: A comparison of dynamical and statistical methods and their future scenarios
    • Haylock MR, Cawley GC, Harpham C, Wilby RL, Goodess CM. 2006. Downscaling heavy precipitation over the United Kingdom: a comparison of dynamical and statistical methods and their future scenarios. International Journal of Climatology 26(10): 1397-1415.
    • (2006) International Journal of Climatology , vol.26 , Issue.10 , pp. 1397-1415
    • Haylock, M.R.1    Cawley, G.C.2    Harpham, C.3    Wilby, R.L.4    Goodess, C.M.5
  • 11
    • 84942484786 scopus 로고
    • Ridge regression: Biased estimation for nonorthogonal problems
    • Hoerl AE, Kennard RW. 1970. Ridge regression: biased estimation for nonorthogonal problems. Technometrics 12: 55-67.
    • (1970) Technometrics , vol.12 , pp. 55-67
    • Hoerl, A.E.1    Kennard, R.W.2
  • 12
    • 1842766765 scopus 로고    scopus 로고
    • Nonlinear multivariate and time series analysis by neural network methods
    • DOI:10.1029/2002RG000112
    • Hsieh WW. 2004. Nonlinear multivariate and time series analysis by neural network methods. Reviews of Geophysics 42(1): RG1003, DOI:10.1029/2002RG000112.
    • (2004) Reviews of Geophysics , vol.42 , Issue.1
    • Hsieh, W.W.1
  • 14
    • 0001063092 scopus 로고
    • A method of relating General-Circulation Model simulated climate to the observed local climate. Part 1. Seasonal statistics
    • DOI:10.1175/ 1520-0442(1990)003<1053:AMORGC>2.0.CO;2
    • Karl TR, Wang WC, Schlesinger ME, Knight RW, Portman D. 1990. A method of relating General-Circulation Model simulated climate to the observed local climate. Part 1. Seasonal statistics. Journal of Climate 3(10): 1053-1079, DOI:10.1175/ 1520-0442(1990)003<1053:AMORGC>2.0.CO;2.
    • (1990) Journal of Climate , vol.3 , Issue.10 , pp. 1053-1079
    • Karl, T.R.1    Wang, W.C.2    Schlesinger, M.E.3    Knight, R.W.4    Portman, D.5
  • 15
    • 0033442495 scopus 로고    scopus 로고
    • Rehabilitation and analysis of Canadian daily precipitation time series
    • Mekis E, Hogg WD. 1999. Rehabilitation and analysis of Canadian daily precipitation time series. Atmosphere-Ocean 37(1): 53-85.
    • (1999) Atmosphere-Ocean , vol.37 , Issue.1 , pp. 53-85
    • Mekis, E.1    Hogg, W.D.2
  • 18
    • 33750018142 scopus 로고    scopus 로고
    • Downscaling of precipitation for climate change scenarios: A support vector machine approach
    • DOI:10.1016/j.hydrol.2006.04.030
    • Tripathi S, Srinivas VV, Nanjundiah RS. 2006. Downscaling of precipitation for climate change scenarios: a support vector machine approach. Journal of Hydrology 330(3-4): 621-640, DOI:10.1016/j.hydrol.2006.04.030.
    • (2006) Journal of Hydrology , vol.330 , Issue.3-4 , pp. 621-640
    • Tripathi, S.1    Srinivas, V.V.2    Nanjundiah, R.S.3
  • 19
    • 0036608417 scopus 로고    scopus 로고
    • Homogenization of daily temperatures over Canada
    • DOI:10.1175/1520-0442(2002)015<1322:HODTOC>2.0.CO;2
    • Vincent LA, Zhang X, Bonsal BR, Hogg WD. 2002. Homogenization of daily temperatures over Canada. Journal of Climate 15(11): 1322-1334, DOI:10.1175/1520-0442(2002)015<1322:HODTOC>2.0.CO;2.
    • (2002) Journal of Climate , vol.15 , Issue.11 , pp. 1322-1334
    • Vincent, L.A.1    Zhang, X.2    Bonsal, B.R.3    Hogg, W.D.4
  • 20
    • 0033507337 scopus 로고    scopus 로고
    • On the use of "inflation" in statistical downscaling
    • DOI:10.1175/1520-0442(1999)012<3505:OTUOII>2.0.CO;2
    • von Storch H. 1999. On the use of "inflation" in statistical downscaling. Journal of Climate 12(12): 3505-3506, DOI:10.1175/1520-0442(1999)012<3505:OTUOII>2.0.CO;2.
    • (1999) Journal of Climate , vol.12 , Issue.12 , pp. 3505-3506
    • von Storch, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.