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Volumn 48, Issue 9, 2009, Pages 1961-1970

Application and comparison of robust linear regression methods for trend estimation

Author keywords

[No Author keywords available]

Indexed keywords

CLASSICAL LEAST SQUARES; NON-PARAMETRIC TECHNIQUES; NONPARAMETRIC APPROACHES; OUTLIER DETECTION; OUTLYING OBSERVATION; PARAMETRIC REGRESSION METHODS; PRECIPITATION TIME SERIES; ROBUST LINEAR REGRESSION; ROBUST METHODS; SWITZERLAND; TREND ESTIMATION;

EID: 74049163070     PISSN: 15588424     EISSN: None     Source Type: Journal    
DOI: 10.1175/2009JAMC1851.1     Document Type: Letter
Times cited : (40)

References (43)
  • 1
    • 38349183884 scopus 로고    scopus 로고
    • The multivariate leasttrimmed squares estimator
    • Agullo, J., C. Croux, and S. van Aelst, 2008: The multivariate leasttrimmed squares estimator. J. Multivariate Anal., 99, 311-338.
    • (2008) J. Multivariate Anal. , vol.99 , pp. 311-338
    • Agullo, J.1    Croux, C.2    van Aelst, S.3
  • 2
    • 2442504856 scopus 로고    scopus 로고
    • Nonlinear sea level trends from European tide gauge records
    • Barbosa, S. M., M. J. Fernandes, and M. E. Silva, 2004: Nonlinear sea level trends from European tide gauge records. Ann. Geophys., 22, 1465-1472.
    • (2004) Ann. Geophys. , vol.22 , pp. 1465-1472
    • Barbosa, S.M.1    Fernandes, M.J.2    Silva, M.E.3
  • 3
    • 11144258062 scopus 로고    scopus 로고
    • Homogenisierung von Klimareihen der Schweiz und Bestimmung der Normwerte 1961-1990; Schlussbericht des Projekts NORM90 (Homogenization of climatic series of Switzerland and determination of the standard values 1961-1990; final report of the project NORM90)
    • MeteoSchweiz, Zürich, Switzerland
    • Begert, M., G.Seiz, T.Schlegel, M.Musa, G. Baudraz, and M. Moesch, 2003: Homogenisierung von Klimareihen der Schweiz und Bestimmung der Normwerte 1961-1990; Schlussbericht des Projekts NORM90 (Homogenization of climatic series of Switzerland and determination of the standard values 1961- 1990; final report of the project NORM90). Tech. Rep. 67, MeteoSchweiz, Zürich, Switzerland, 170 pp.
    • (2003) Tech. Rep. , vol.67 , pp. 170
    • Begert, M.1    Seiz, G.2    Schlegel, T.3    Musa, M.4    Baudraz, G.5    Moesch, M.6
  • 4
    • 13644282280 scopus 로고    scopus 로고
    • Homogeneous temperature and precipitation series of Switzerland from 1864 to 2000
    • Begert, M., T. Schlegel, and W. Kirchhofer, 2005: Homogeneous temperature and precipitation series of Switzerland from 1864 to 2000. Int. J. Climatol., 25, 65-80.
    • (2005) Int. J. Climatol. , vol.25 , pp. 65-80
    • Begert, M.1    Schlegel, T.2    Kirchhofer, W.3
  • 6
    • 0030554465 scopus 로고    scopus 로고
    • Tropospheric warming and changes in weather variability over the northern hemisphere during the period 1967-1991
    • Born, K., 1996: Tropospheric warming and changes in weather variability over the northern hemisphere during the period 1967-1991. Meteor. Atmos. Phys., 59, 201-215.
    • (1996) Meteor. Atmos. Phys. , vol.59 , pp. 201-215
    • Born, K.1
  • 7
    • 0031429699 scopus 로고    scopus 로고
    • Surface observed global land precipitation variations during 1900-88
    • Dai, A., I. Y. Fung, and A. D. Del Genio, 1997: Surface observed global land precipitation variations during 1900-88. J. Climate, 10, 2943-2961.
    • (1997) J. Climate , vol.10 , pp. 2943-2961
    • Dai, A.1    Fung, I.Y.2    Del Genio, A.D.3
  • 9
    • 1542348662 scopus 로고    scopus 로고
    • Robust signal extraction for on-line monitoring data
    • Davies, P., R. Fried, and U. Gather, 2004: Robust signal extraction for on-line monitoring data. J. Stat. Plan. Infer., 122, 65-78.
    • (2004) J. Stat. Plan. Infer. , vol.122 , pp. 65-78
    • Davies, P.1    Fried, R.2    Gather, U.3
  • 12
    • 0036282009 scopus 로고    scopus 로고
    • A class of robust and fully efficient regression estimators
    • Gervini, D., and V. J. Yohai, 2002: A class of robust and fully efficient regression estimators. Ann. Stat., 30, 583-616.
    • (2002) Ann. Stat. , vol.30 , pp. 583-616
    • Gervini, D.1    Yohai, V.J.2
  • 14
    • 0001340473 scopus 로고
    • A general qualitative definition of robustness
    • Hampel, F., 1971: A general qualitative definition of robustness. Ann. Math. Stat., 42, 1887-1896.
    • (1971) Ann. Math. Stat. , vol.42 , pp. 1887-1896
    • Hampel, F.1
  • 15
    • 0000861051 scopus 로고
    • Beyond location parameters: Robust concepts and methods
    • Hampel, F., 1975: Beyond location parameters: Robust concepts and methods. Bull. Int. Stat. Inst., 46, 375-382.
    • (1975) Bull. Int. Stat. Inst. , vol.46 , pp. 375-382
    • Hampel, F.1
  • 17
    • 0034849088 scopus 로고    scopus 로고
    • Linear trend analysis: A comparison of methods
    • Hess, A., H. Iyer, and W. Malm, 2001: Linear trend analysis: A comparison of methods. Atmos. Environ., 35, 5211-5222.
    • (2001) Atmos. Environ. , vol.35 , pp. 5211-5222
    • Hess, A.1    Iyer, H.2    Malm, W.3
  • 18
    • 0000232072 scopus 로고
    • Efficiency in normal samples and tolerance of extreme values for some estimates of location
    • on Mathematical Statistics and Probability, University of California Berkeley
    • Hodges, J., 1967: Efficiency in normal samples and tolerance of extreme values for some estimates of location. Proc. Fifth Berkeley Symp. on Mathematical Statistics and Probability, Vol. 1, University of California, Berkeley, 163-168.
    • (1967) Proc. Fifth Berkeley Symp , vol.1 , pp. 163-168
    • Hodges, J.1
  • 20
    • 1842734147 scopus 로고    scopus 로고
    • Parametric versus non-parametric estimates of climatic trends
    • Huth, R., and P. Pokorna, 2004: Parametric versus non-parametric estimates of climatic trends. Theor. Appl. Climatol., 77, 107-112.
    • (2004) Theor. Appl. Climatol. , vol.77 , pp. 107-112
    • Huth, R.1    Pokorna, P.2
  • 21
    • 2142722784 scopus 로고
    • Extreme events in changing climate: Variability is more important than averages
    • Katz, R. W., and B. Brown, 1992: Extreme events in changing climate: Variability is more important than averages. Climatic Change, 21, 289-302.
    • (1992) Climatic Change , vol.21 , pp. 289-302
    • Katz, R.W.1    Brown, B.2
  • 23
    • 28044458752 scopus 로고    scopus 로고
    • Testing for nonlinearity in European climatic time series by the method of surrogate data
    • Miksovsky, J., and A. Raidl, 2006: Testing for nonlinearity in European climatic time series by the method of surrogate data. Theor. Appl. Climatol., 83, 21-33.
    • (2006) Theor. Appl. Climatol. , vol.83 , pp. 21-33
    • Miksovsky, J.1    Raidl, A.2
  • 24
    • 29244461457 scopus 로고    scopus 로고
    • Trends in upper-level cloud cover and surface divergence over the tropical Indo-Pacific Ocean between 1952 and 1997
    • doi:10.1029/2005JD006183
    • Norris, J., 2005: Trends in upper-level cloud cover and surface divergence over the tropical Indo-Pacific Ocean between 1952 and 1997. J. Geophys. Res., 110, D21110, doi:10.1029/2005JD006183.
    • (2005) J. Geophys. Res. , vol.110
    • Norris, J.1
  • 25
    • 0010516459 scopus 로고    scopus 로고
    • Regression by least median squares in the calculation of transition times for calibration in chronopotentiometry
    • Ortiz, M. C., J. L. Palacios, L. A. Sarabia, M. G. Piangerelli, and D. Cingolani, 1996: Regression by least median squares in the calculation of transition times for calibration in chronopotentiometry. Electroanalysis, 8, 927-931.
    • (1996) Electroanalysis , vol.8 , pp. 927-931
    • Ortiz, M.C.1    Palacios, J.L.2    Sarabia, L.A.3    Piangerelli, M.G.4    Cingolani, D.5
  • 26
    • 0036383073 scopus 로고    scopus 로고
    • Small sample corrections for LTS and MCD
    • Pison, G., S. V. Aelst, and G. Willems, 2002: Small sample corrections for LTS and MCD. Metrika, 55 (1-2), 111-123.
    • (2002) Metrika , vol.55 , Issue.1-2 , pp. 111-123
    • Pison, G.1    Aelst, S.V.2    Willems, G.3
  • 27
    • 84950968334 scopus 로고
    • Least median of squares regression
    • Rousseeuw, P., 1984: Least median of squares regression. J. Amer. Stat. Assoc., 79, 871-880.
    • (1984) J. Amer. Stat. Assoc. , vol.79 , pp. 871-880
    • Rousseeuw, P.1
  • 29
    • 84950439147 scopus 로고
    • Unmasking multivariate outliers and leverage points
    • Rousseeuw, P., and B. van Zomeren, 1990: Unmasking multivariate outliers and leverage points. J. Amer. Stat. Assoc., 85, 633-639.
    • (1990) J. Amer. Stat. Assoc. , vol.85 , pp. 633-639
    • Rousseeuw, P.1    van Zomeren, B.2
  • 30
    • 0001186631 scopus 로고    scopus 로고
    • 1-Statistical Procedures and Related Topics
    • Y. Dodge, Ed., Institute of Mathematical Statistics
    • 1-Statistical Procedures and Related Topics, Y. Dodge, Ed., Lecture Notes-Monograph Series, Vol. 31, Institute of Mathematical Statistics, 201-214.
    • (1997) Lecture Notes-Monograph Series , vol.31 , pp. 201-214
    • Rousseeuw, P.1    Hubert, M.2
  • 33
    • 16544384164 scopus 로고    scopus 로고
    • Hot news from summer 2003
    • Schär, C., and G. Jendritzky, 2004: Hot news from summer 2003. Nature, 432, 559-560.
    • (2004) Nature , vol.432 , pp. 559-560
    • Schär, C.1    Jendritzky, G.2
  • 35
    • 84947348224 scopus 로고
    • Estimates of the regression coefficients based on Kendall's tau
    • Sen, P. K., 1968: Estimates of the regression coefficients based on Kendall's tau. J. Amer. Stat. Assoc., 63, 1379-1389.
    • (1968) J. Amer. Stat. Assoc. , vol.63 , pp. 1379-1389
    • Sen, P.K.1
  • 36
    • 33748660216 scopus 로고    scopus 로고
    • Land-atmosphere coupling and climate change in Europe
    • Seneviratne, S., D. Lüthi, M. Litschi, and C. Schär, 2006: Land-atmosphere coupling and climate change in Europe. Nature, 443, 205-209.
    • (2006) Nature , vol.443 , pp. 205-209
    • Seneviratne, S.1    Lüthi, D.2    Litschi, M.3    Schär, C.4
  • 37
    • 34247370602 scopus 로고    scopus 로고
    • Solomon, S., D. Qin, M. Manning, M. Marquis, K. Averyt, M. M. B. Tignor, H. L. Miller Jr., and Z. Chen, Eds., Cambridge University Press
    • Solomon, S., D. Qin, M. Manning, M. Marquis, K. Averyt, M. M. B. Tignor, H. L. Miller Jr., and Z. Chen, Eds., 2007: Climate Change 2007: The Physical Sciences Basis. Cambridge University Press, 996 pp.
    • (2007) Climate Change 2007 The Physical Sciences Basis , pp. 996
  • 38
    • 33646075465 scopus 로고    scopus 로고
    • A generalized method of time series decomposition into significant components including probability assessments of extreme events and application to observational German precipitation data
    • Trömel, S., and C. Schönwiese, 2005: A generalized method of time series decomposition into significant components including probability assessments of extreme events and application to observational German precipitation data. Meteor. Z., 14, 417-427.
    • (2005) Meteor. Z. , vol.14 , pp. 417-427
    • Trömel, S.1    Schönwiese, C.2
  • 39
    • 12844278207 scopus 로고    scopus 로고
    • LIBRA: A MATLAB library for robust analysis
    • Verboven, S., and M. Hubert, 2005: LIBRA: A MATLAB library for robust analysis. Chemometr. Intell. Lab., 75, 127-136.
    • (2005) Chemometr. Intell. Lab. , vol.75 , pp. 127-136
    • Verboven, S.1    Hubert, M.2
  • 41
    • 0032373378 scopus 로고    scopus 로고
    • A note on the Theil-Sen regression estimator when the regressor is random and the error term is heteroscedastic
    • Wilcox, R. R., 1998: A note on the Theil-Sen regression estimator when the regressor is random and the error term is heteroscedastic. Biom. J., 40 (3), 261-268.
    • (1998) Biom. J. , vol.40 , Issue.3 , pp. 261-268
    • Wilcox, R.R.1


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