메뉴 건너뛰기




Volumn 66, Issue 7, 2009, Pages 2059-2072

On robust estimation of low-frequency variability trends in discrete markovian sequences of atmospheric circulation patterns

Author keywords

[No Author keywords available]

Indexed keywords

ANALYSIS RESULTS; ATMOSPHERIC CIRCULATION PATTERNS; ATMOSPHERIC PROCESS; CONFIDENCE INTERVAL; DISCRETE TIME SERIES; GAUSSIAN KERNELS; HISTORICAL OBSERVATION; LONG-TERM EFFECTS; LOW FREQUENCY VARIABILITY; MARKOVIAN; MARKOVIAN MODEL; MARKOVIAN SEQUENCES; MODEL SENSITIVITY; NONSTATIONARY; NUMERICAL PROBLEMS; NUMERICAL TECHNIQUES; ROBUST ESTIMATION; SEASONAL PATTERNS; SIMPLE MODEL; STANDARD ANALYSIS; TEMPORAL TRENDS; TRANSITION PROCESS; TREND ESTIMATION; UNITED KINGDOM;

EID: 69949148733     PISSN: 00224928     EISSN: None     Source Type: Journal    
DOI: 10.1175/2008JAS2959.1     Document Type: Article
Times cited : (25)

References (28)
  • 1
    • 0042821672 scopus 로고    scopus 로고
    • A local least squares framework for ensemble fitting
    • Anderson, J., 2003: A local least squares framework for ensemble fitting. Mon. Wea. Rev., 131, 634-642.
    • (2003) Mon. Wea. Rev , vol.131 , pp. 634-642
    • Anderson, J.1
  • 3
    • 33748572951 scopus 로고    scopus 로고
    • Fitting time series by continuous-time Markov chains:A quadratic programming approach
    • Crommelin, D., and E. Vanden-Eijnden, 2006: Fitting time series by continuous-time Markov chains:A quadratic programming approach. J. Comput. Phys., 217, 782-805.
    • (2006) J. Comput. Phys , vol.217 , pp. 782-805
    • Crommelin, D.1    Vanden-Eijnden, E.2
  • 7
    • 0001342006 scopus 로고
    • A new approach to the econometric analysis of nonstationary time series and the business cycle
    • Hamilton, J., 1989: A new approach to the econometric analysis of nonstationary time series and the business cycle. Econometrica, 57, 357-384.
    • (1989) Econometrica , vol.57 , pp. 357-384
    • Hamilton, J.1
  • 8
    • 0002161961 scopus 로고
    • Applications of ridge analysis to regression problems
    • Hoerl, A., 1962: Applications of ridge analysis to regression problems. Chem. Eng. Prog., 58, 54-59.
    • (1962) Chem. Eng. Prog , vol.58 , pp. 54-59
    • Hoerl, A.1
  • 9
    • 45849084703 scopus 로고    scopus 로고
    • On simultaneous data-based dimension reduction and hidden phase identification
    • Horenko, I., 2008: On simultaneous data-based dimension reduction and hidden phase identification. J. Atmos. Sci., 65, 1941-1954.
    • (2008) J. Atmos. Sci , vol.65 , pp. 1941-1954
    • Horenko, I.1
  • 10
    • 69949159069 scopus 로고    scopus 로고
    • On clustering of non-stationary meteorological time series
    • in press
    • Horenko, I., 2009a: On clustering of non-stationary meteorological time series. Dyn. Atmos. Oceans, in press.
    • (2009) Dyn. Atmos. Oceans
    • Horenko, I.1
  • 11
    • 77249138268 scopus 로고    scopus 로고
    • Finite element approach to clustering of multidimensional time series
    • in press
    • Horenko, I., 2009b: Finite element approach to clustering of multidimensional time series. SIAM J. Sci. Comput., in press.
    • (2009) SIAM J. Sci. Comput
    • Horenko, I.1
  • 12
    • 58049093933 scopus 로고    scopus 로고
    • Metastable decomposition of high-dimensional meteorological data with gaps
    • Horenko, I., S. Dolaptchiev, A. Eliseev, I. Mokhov, and R. Klein, 2008a: Metastable decomposition of high-dimensional meteorological data with gaps. J. Atmos. Sci., 65, 3479-3496.
    • (2008) J. Atmos. Sci , vol.65 , pp. 3479-3496
    • Horenko, I.1    Dolaptchiev, S.2    Eliseev, A.3    Mokhov, I.4    Klein, R.5
  • 13
    • 55149085946 scopus 로고    scopus 로고
    • Horenko, I., R. Klein, S. Dolaptchiev, and C. Schuette, 2008b: Automated generation of reduced stochastic weather models. I: Simultaneous dimension and model reduction for time series analysis. SIAM Multiscale Model. Simul., 6, 1125-1145.
    • Horenko, I., R. Klein, S. Dolaptchiev, and C. Schuette, 2008b: Automated generation of reduced stochastic weather models. I: Simultaneous dimension and model reduction for time series analysis. SIAM Multiscale Model. Simul., 6, 1125-1145.
  • 15
    • 0027843705 scopus 로고
    • A comparison of Lamb circulation types with an objective classification scheme
    • Jones, P., M. Hulme, and K. Briffa, 1993: A comparison of Lamb circulation types with an objective classification scheme. Int. J. Climatol., 13, 655-663.
    • (1993) Int. J. Climatol , vol.13 , pp. 655-663
    • Jones, P.1    Hulme, M.2    Briffa, K.3
  • 17
    • 0030372807 scopus 로고    scopus 로고
    • Local likelihood density estimation
    • Loader, C., 1996: Local likelihood density estimation. Ann. Stat., 24, 1602-1618.
    • (1996) Ann. Stat , vol.24 , pp. 1602-1618
    • Loader, C.1
  • 19
    • 33744791821 scopus 로고    scopus 로고
    • Distinct metastable atmospheric regimes despite nearly Gaussian statistics: A paradigm model
    • Majda, A., C. Franzke, A. Fischer, and D. Crommelin, 2006: Distinct metastable atmospheric regimes despite nearly Gaussian statistics: A paradigm model. Proc. Natl. Acad. Sci. USA, 103, 8309-8314.
    • (2006) Proc. Natl. Acad. Sci. USA , vol.103 , pp. 8309-8314
    • Majda, A.1    Franzke, C.2    Fischer, A.3    Crommelin, D.4
  • 21
    • 35348831744 scopus 로고    scopus 로고
    • Generator estimation of Markov jump processes based on incomplete observations nonequidistant in time
    • Metzner, P., I. Horenko, and C. Schuette, 2007: Generator estimation of Markov jump processes based on incomplete observations nonequidistant in time. Phys. Rev., 227E, 353-375.
    • (2007) Phys. Rev , vol.227 E , pp. 353-375
    • Metzner, P.1    Horenko, I.2    Schuette, C.3
  • 22
    • 0000238336 scopus 로고
    • A simplex method for function minimization
    • Nelder, J., and R. Mead, 1964: A simplex method for function minimization. Comput. J., 7, 308-313.
    • (1964) Comput. J , vol.7 , pp. 308-313
    • Nelder, J.1    Mead, R.2
  • 23
    • 46149122776 scopus 로고    scopus 로고
    • Probability distributions of molecular observables computed from Markov models
    • doi:10.1063/1.2916718
    • Noe, F., 2008: Probability distributions of molecular observables computed from Markov models. J. Chem. Phys., 128, 244103, doi:10.1063/1.2916718.
    • (2008) J. Chem. Phys , vol.128 , pp. 244103
    • Noe, F.1
  • 24
    • 13544266845 scopus 로고    scopus 로고
    • Biomolecular conformations can be identified as metastable sets of molecular dynamics
    • X, P. G. Ciaret and J.-L. Lions, Eds, Elsevier
    • Schütte, C., and W. Huisinga, 2003: Biomolecular conformations can be identified as metastable sets of molecular dynamics. Handbook of Numerical Analysis, Vol. X, P. G. Ciaret and J.-L. Lions, Eds., Elsevier, 699-744.
    • (2003) Handbook of Numerical Analysis , pp. 699-744
    • Schütte, C.1    Huisinga, W.2
  • 25
    • 0000418073 scopus 로고
    • On the stability of inverse problems
    • Tikhonov, A., 1943: On the stability of inverse problems. Dokl. Akad. Nauk SSSR, 39, 195-198.
    • (1943) Dokl. Akad. Nauk SSSR , vol.39 , pp. 195-198
    • Tikhonov, A.1
  • 27
    • 33646591893 scopus 로고    scopus 로고
    • Smoothing the seasonal means of rainfall and runoff in the linear perturbation model (LPM) using the kernel estimator
    • Xiong, L., S. Guo, and K. O'Connor, 2006: Smoothing the seasonal means of rainfall and runoff in the linear perturbation model (LPM) using the kernel estimator. J. Hydrol., 324, 266-282.
    • (2006) J. Hydrol , vol.324 , pp. 266-282
    • Xiong, L.1    Guo, S.2    O'Connor, K.3
  • 28
    • 0037454063 scopus 로고    scopus 로고
    • Jump process for the trend estimation of time series
    • Zhao, S., and G. Wei, 2003: Jump process for the trend estimation of time series. Comput. Stat. Data Anal., 42, 219-241.
    • (2003) Comput. Stat. Data Anal , vol.42 , pp. 219-241
    • Zhao, S.1    Wei, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.