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Volumn 45, Issue 8, 2009, Pages

Intercomparison of homogenization techniques for precipitation data continued: Comparison of two recent Bayesian change point models

Author keywords

[No Author keywords available]

Indexed keywords

ANNUAL PRECIPITATION; BAYESIAN; BAYESIAN METHODS; BAYESIAN-CHANGE POINT MODEL; BEFORE AND AFTER; CHANGE POINT DETECTION; CHANGE-POINTS; DATA SERIES; DATA SETS; DIFFERENT DISTRIBUTIONS; FALSE DETECTIONS; HOMOGENIZATION TECHNIQUES; INHOMOGENEITIES; INTERCOMPARISONS; MEASUREMENT CONDITIONS; MULTIPLE LINEAR REGRESSIONS; PRECIPITATION DATA; QUEBEC , CANADA; SIMULATED DATA; TIME POINTS;

EID: 70349775668     PISSN: 00431397     EISSN: None     Source Type: Journal    
DOI: 10.1029/2008WR007501     Document Type: Article
Times cited : (33)

References (45)
  • 1
    • 0022823251 scopus 로고
    • A homogeneity test applied to precipitation data
    • doi:10.1002/joc.3370060607
    • Alexandersson, H. (1986), A homogeneity test applied to precipitation data, J. Climatol., 6, 661-675, doi:10.1002/joc.3370060607.
    • (1986) J. Climatol. , vol.6 , pp. 661-675
    • Alexandersson, H.1
  • 2
    • 0000315153 scopus 로고
    • Estimating the transition between two intersecting straight lines
    • doi:10.1093/biomet/58.3.525
    • Bacon, D. W., and D. G. Watts (1971), Estimating the transition between two intersecting straight lines, Biometrika Trust, 58(3), 525-534, doi:10.1093/biomet/58.3.525.
    • (1971) Biometrika Trust , vol.58 , Issue.3 , pp. 525-534
    • Bacon, D.W.1    Watts, D.G.2
  • 3
    • 0001713234 scopus 로고
    • Product partition models for change point problems
    • doi:10.1214/aos/ 1176348521
    • Barry, D., and J. A. Hartigan (1992), Product partition models for change point problems, Ann. Stat., 20(1), 260-279, doi:10.1214/aos/ 1176348521.
    • (1992) Ann. Stat. , vol.20 , Issue.1 , pp. 260-279
    • Barry, D.1    Hartigan, J.A.2
  • 4
    • 21144462443 scopus 로고
    • A Bayesian analysis for change point problems
    • doi: 10.2307/2290726
    • Barry, D., and J. A. Hartigan (1993), A Bayesian analysis for change point problems, J. Am. Stat. Assoc., 88, 309-319, doi: 10.2307/2290726.
    • (1993) J. Am. Stat. Assoc. , vol.88 , pp. 309-319
    • Barry, D.1    Hartigan, J.A.2
  • 5
    • 33846809173 scopus 로고    scopus 로고
    • Synthese des techniques d'homogénéisation des séries climatiques et analyse d'applicabilité aux séries de précipitations
    • DOI 10.1623/hysj.52.1.18
    • Beaulieu, C., T. B. M. J. Ouarda, and O. Seidou (2007), A review of homogenization techniques for precipitation data and their applicability to precipitation series (in French), Hydrol. Sci. J., 52(1), 18-37, doi:10.1623/hysj.52.1.18. (Pubitemid 46210848)
    • (2007) Hydrological Sciences Journal , vol.52 , Issue.1 , pp. 18-37
    • Beaulieu, C.1    Ouarda, T.B.M.J.2    Seidou, O.3
  • 6
    • 41149094392 scopus 로고    scopus 로고
    • Intercomparison of homogenization techniques for precipitation data
    • doi: 10.1029/ 2006WR005615
    • Beaulieu, C., O. Seidou, T. B. M. J. Ouarda, X. Zhang, G. Boulet, and A. Yagouti (2008), Intercomparison of homogenization techniques for precipitation data, Water Resour. Res., 44, W02425, doi: 10.1029/ 2006WR005615.
    • (2008) Water Resour. Res. , vol.44
    • Beaulieu, C.1    Seidou, O.2    Ouarda, T.B.M.J.3    Zhang, X.4    Boulet, G.5    Yagouti, A.6
  • 8
    • 0000133998 scopus 로고
    • An analysis of transformations
    • Box, G. E. P., and D. R. Cox (1964), An analysis of transformations, J. R. Stat. Soc., Ser. B, 26, 211-246.
    • (1964) J. R. Stat. Soc., Ser. B , vol.26 , pp. 211-246
    • Box, G.E.P.1    Cox, D.R.2
  • 9
    • 9844235919 scopus 로고    scopus 로고
    • Choosing a linear model with a random number of change-points and outliers
    • Caussinus, H., and F. Lyazrhi (1997), Choosing a linear model with a random number of change-points and outliers, Ann. Inst. Stat Math., 49, 761-775, doi: 10.1023/A: 1003230713770. (Pubitemid 127485497)
    • (1997) Annals of the Institute of Statistical Mathematics , vol.49 , Issue.4 , pp. 761-775
    • Caussinus, H.1    Lyazrhi, F.2
  • 11
    • 31244435122 scopus 로고    scopus 로고
    • On change-point detection and estimation
    • doi:10.1081/ SAC-100105085
    • Chen, J., and A. K. Gupta (2001), On change-point detection and estimation, Commun. Stat. Simul. Comput., 30(3), 665-691, doi:10.1081/ SAC-100105085.
    • (2001) Commun. Stat. Simul. Comput. , vol.30 , Issue.3 , pp. 665-691
    • Chen, J.1    Gupta, A.K.2
  • 12
    • 0003122168 scopus 로고    scopus 로고
    • Estimation and comparison of multiple change-point models
    • doi:10.1016/S0304-4076(97)00115-2
    • Chib, S. (1998), Estimation and comparison of multiple change-point models, J. Econometrics, 86, 221-241, doi:10.1016/S0304-4076(97)00115-2.
    • (1998) J. Econometrics , vol.86 , pp. 221-241
    • Chib, S.1
  • 13
    • 33645810569 scopus 로고    scopus 로고
    • Attributes of several methods for detecting discontinuities in mean temperature series
    • doi:10.1175/JCLI3662.1
    • DeGaetano, A. T. (2006), Attributes of several methods for detecting discontinuities in mean temperature series, J. Clim., 19, 838-853, doi:10.1175/JCLI3662.1.
    • (2006) J. Clim. , vol.19 , pp. 838-853
    • Degaetano, A.T.1
  • 14
    • 0041972432 scopus 로고    scopus 로고
    • Comparison of techniques for detection of discontinuities in temperature series
    • DOI 10.1002/joc.924
    • Ducré-Robitaille, J, F., G. Boulet, and L. A. Vincent (2003), Comparison of techniques for detection of discontinuities in temperature series, Int. J. Climatol., 23, 1087-1101, doi:10.1002/joc.924. (Pubitemid 37008062)
    • (2003) International Journal of Climatology , vol.23 , Issue.9 , pp. 1087-1101
    • Ducre-Robitaille, J.-F.1    Vincent, L.A.2    Boulet, G.3
  • 15
    • 0028837746 scopus 로고
    • A new method for detecting undocumented discontinuities in climatological time series
    • doi: 10.1002/joc.3370150403
    • Easterling, D. R., and T. C. Peterson (1995), A new method for detecting undocumented discontinuities in climatological time series, Int. J. Climatol., 15, 369-377, doi: 10.1002/joc.3370150403.
    • (1995) Int. J. Climatol. , vol.15 , pp. 369-377
    • Easterling, D.R.1    Peterson, T.C.2
  • 16
    • 33646687960 scopus 로고    scopus 로고
    • Exact and efficient Bayesian inference for multiple changepoint
    • doi: 10.1007/s11222-0068450-8
    • Fearnhead, P. (2006), Exact and efficient Bayesian inference for multiple changepoint, Stat. Comput., 16, 203-213, doi: 10.1007/s11222-0068450-8.
    • (2006) Stat. Comput. , vol.16 , pp. 203-213
    • Fearnhead, P.1
  • 17
    • 84950453304 scopus 로고
    • Sampling-based approaches to calculating marginal densities
    • doi: 10.2307/2289776
    • Gelfand, A. E., and A. F. M. Smith (1990), Sampling-based approaches to calculating marginal densities, J. Am. Stat. Assoc., 85, 398-409, doi: 10.2307/2289776.
    • (1990) J. Am. Stat. Assoc. , vol.85 , pp. 398-409
    • Gelfand, A.E.1    Smith, A.F.M.2
  • 18
    • 77956889087 scopus 로고
    • Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
    • doi:10.1093/biomet/82.4.711
    • Green, P. J. (1995), Reversible jump Markov chain Monte Carlo computation and Bayesian model determination, Biometrika, 82(4), 711-732, doi:10.1093/biomet/82.4.711.
    • (1995) Biometrika , vol.82 , Issue.4 , pp. 711-732
    • Green, P.J.1
  • 19
    • 70349767785 scopus 로고    scopus 로고
    • Metadata and their role in homogenization, paper presented at the first seminar for homogenization of surface climate data
    • Budapest.
    • Heino, R. (1997), Metadata and their role in homogenization, paper presented at the First Seminar for Homogenization of Surface Climate Data, Hung. Meteorol. Serv., Budapest.
    • (1997) Hung. Meteorol. Serv
    • Heino, R.1
  • 20
    • 0011568417 scopus 로고
    • A Bayesian analysis of a switching linear model
    • doi:10.1016/0304-4076(82)90051-3
    • Holbert, D. (1982), A Bayesian analysis of a switching linear model, J. Econometrics, 19, 77-87, doi:10.1016/0304-4076(82)90051-3.
    • (1982) J. Econometrics , vol.19 , pp. 77-87
    • Holbert, D.1
  • 21
    • 0038106978 scopus 로고    scopus 로고
    • Change-point detection in meteorological measurement
    • doi: 10.1175/15200493(1996)124 < 1535:CPDIMM > 2.0.CO;2
    • Jaruskova, D. (1996), Change-point detection in meteorological measurement, Mon. Weather Rev., 124, 1535-1543, doi: 10.1175/15200493(1996)124 < 1535:CPDIMM > 2.0.CO;2.
    • (1996) Mon. Weather Rev. , vol.124 , pp. 1535-1543
    • Jaruskova, D.1
  • 22
    • 0034825384 scopus 로고    scopus 로고
    • Application of MCMC methods for the multiple change-points problem
    • DOI 10.1016/S0165-1684(00)00189-4
    • Lavielle, M., and E. Lebarbier (2001), An application of MCMC methods for the multiple change-points problem, Signal Process., 81, 39-53, doi: 10.1016/SO165-1684(00)00189-4. (Pubitemid 32871277)
    • (2001) Signal Processing , vol.81 , Issue.1 , pp. 39-53
    • Lavielle, M.1    Lebarbier, E.2
  • 23
    • 0001235634 scopus 로고
    • A shift of the mean level in a sequence of independent normal random variables
    • doi:10.2307/1267892
    • Lee, A. S. F., and S. M. Heghinian (1977), A shift of the mean level in a sequence of independent normal random variables, Technometrics, 19, 503-506, doi:10.2307/1267892.
    • (1977) Technometrics , vol.19 , pp. 503-506
    • Lee, A.S.F.1    Heghinian, S.M.2
  • 24
    • 0036749135 scopus 로고    scopus 로고
    • Detection of undocumented changepoints: A revision of the two-phase regression model
    • Lund, R., and J. Reeves (2002), Detection of undocumented changepoints: A revision of the two-phase regression model, J. Clim., 15, 2547-2554, doi: 10.1175/1520-0442(2002)015 < 2547:DOUCAR > 2.0.CO;2. (Pubitemid 35170058)
    • (2002) Journal of Climate , vol.15 , Issue.17 , pp. 2547-2554
    • Lund, R.1    Reeves, J.2
  • 25
    • 34547155989 scopus 로고    scopus 로고
    • Changepoint detection in periodic and autocorrelated time series
    • DOI 10.1175/JCLI4291.1
    • Lund, R., X. L. Wang, Q. Lu, J. Reeves, C. Gallagher, and Y. Feng (2007), Changepoint detection in periodic and autocorrelated time series, J. Clim., 20, 5178-5190, doi: 10.1175/JCL14291.1. (Pubitemid 350028384)
    • (2007) Journal of Climate , vol.20 , Issue.20 , pp. 5178-5190
    • Lund, R.1    Wang, X.L.2    Lu, Q.Q.3    Reeves, J.4    Gallagher, C.5    Feng, Y.6
  • 26
    • 72449134491 scopus 로고
    • A bivariate test for the detection of a systematic change in mean
    • doi: 10.2307/2286616
    • Maronna, R., and V. J. Yohai (1978), A bivariate test for the detection of a systematic change in mean, J. Am. Stat. Assoc., 73, 640-645, doi: 10.2307/2286616.
    • (1978) J. Am. Stat. Assoc. , vol.73 , pp. 640-645
    • Maronna, R.1    Yohai, V.J.2
  • 27
    • 28144451876 scopus 로고    scopus 로고
    • Detection of undocumented changepoints using multiple test statistics and composite reference series
    • doi:10.1175/JCLI3524.1
    • Menne, M. J., and C. N. J. Williams (2005), Detection of undocumented changepoints using multiple test statistics and composite reference series, J. Clim., 18, 4271-4286, doi:10.1175/JCLI3524.1.
    • (2005) J. Clim. , vol.18 , pp. 4271-4286
    • Menne, M.J.1    Williams, C.N.J.2
  • 28
    • 0033242427 scopus 로고    scopus 로고
    • Detection of changes in precipitation and runoff over eastern Canada and U.S. using a Bayesian approach
    • Perreault, L., M. Haché, M. Slivitzsky, and B. Bobée (1999), Detection of changes in precipitation and runoff over eastern Canada and U.S. using a Bayesian approach, Stochastic Environ. Res. Risk Assess., 13, 201-216, doi:10.1007/s004770050039. (Pubitemid 129338551)
    • (1999) Stochastic Environmental Research and Risk Assessment , vol.13 , Issue.3 , pp. 201-216
    • Perreault, L.1    Hache, M.2    Slivitzky, M.3    Bobee, B.4
  • 29
    • 0034739220 scopus 로고    scopus 로고
    • Bayesian change-point analysis in hydrometeorological time series. Part 1. the normal model revisited
    • DOI 10.1016/S0022-1694(00)00270-5, PII S0022169400002705
    • Perreault, L., J. Bernier, B. Bobee, and E. Parent (2000), Bayesian changepoint analysis in hydrometeorological time series. Part 1. The normal model revisited, J. Hydrol, 235, 221-241, doi:10.1016/S00221694(00)00270-5. (Pubitemid 30675628)
    • (2000) Journal of Hydrology , vol.235 , Issue.3-4 , pp. 221-241
    • Perreault, L.1    Bernier, J.2    Bobee, B.3    Parent, E.4
  • 30
    • 0032534197 scopus 로고    scopus 로고
    • Homogeneity adjustments of in situ atmospheric climate data: A review
    • doi:10.1002/(SICI)1097-0088(19981115)18:13 <1493::AID-JOC329> 3.0.CO;2-T
    • Peterson, T. C., et al. (1998), Homogeneity adjustments of in situ atmospheric climate data: A review, Int. J. Climatol., 18, 1493-1517, doi:10.1002/(SICI)1097-0088(19981115)18:13 <1493::AID-JOC329> 3.0.CO;2-T.
    • (1998) Int. J. Climatol. , vol.18 , pp. 1493-1517
    • Peterson, T.C.1
  • 31
    • 0019701203 scopus 로고
    • Illustration of a new test for detecting a shift in mean in precipitation series
    • doi: 10.1175/1520-0493(1981) 109 < 2040:IOANTF > 2.0.CO;2
    • Potter, K. W. (1981), Illustration of a new test for detecting a shift in mean in precipitation series, Mon. Weather Rev., 109, 2040-2045, doi: 10.1175/1520-0493(1981) 109 < 2040:IOANTF > 2.0.CO;2.
    • (1981) Mon. Weather Rev. , vol.109 , pp. 2040-2045
    • Potter, K.W.1
  • 32
    • 0034772383 scopus 로고    scopus 로고
    • Bayesian estimation of change points using the general linear model
    • DOI 10.1029/2001WR000311
    • Rasmussen, P. (2001), Bayesian estimation of change points using the general linear model, Water Resour. Res., 37, 2723-2731, doi:10.1029/ 2001WR000311. (Pubitemid 32996667)
    • (2001) Water Resources Research , vol.37 , Issue.11 , pp. 2723-2731
    • Rasmussen, P.1
  • 33
    • 34547214360 scopus 로고    scopus 로고
    • A review and comparison of changepoint detection techniques for climate data
    • doi:10.U75/JAM2493.1
    • Reeves, J., J. Chen, X. L. Wang, R. Lund, and Q. Lu (2007), A review and comparison of changepoint detection techniques for climate data, J Appl Meteorol. Climatol., 46, 900-915, doi:10.U75/JAM2493.1.
    • (2007) J Appl Meteorol. Climatol. , vol.46 , pp. 900-915
    • Reeves, J.1    Chen, J.2    Wang, X.L.3    Lund, R.4    Lu, Q.5
  • 34
    • 33846793079 scopus 로고    scopus 로고
    • Recursion-based multiple changepoint detection in multiple linear regression and application to river streamflows
    • DOI 10.1029/2006WR005021
    • Seidou, O., and T. B. M. J. Ouarda (2007), Recursion-based multiple changepoint detection in multiple linear regression and application to river streamflows, Water Resour. Res., 43, W07404, doi:10.1029/ 2006WR005021. (Pubitemid 350194459)
    • (2007) Water Resources Research , vol.43 , Issue.7
    • Seidou, O.1    Ouarda, T.B.M.J.2
  • 35
    • 33846843468 scopus 로고    scopus 로고
    • Bayesian multivariate linear regression with application to change point models in hydrometeorological variables
    • DOI 10.1029/2005WR004835
    • Seidou, O., J. J. Asselin, and T. B. M. J. Ouarda (2007), Bayesian multivariate linear regression with application to changepoint models in hydrometeorological variables, Water Resour. Res., 43, W08401, doi:10:1029/ 2005WR004835. (Pubitemid 47509783)
    • (2007) Water Resources Research , vol.43 , Issue.8
    • Seidou, O.1    Asselin, J.J.2    Ouarda, T.B.M.J.3
  • 36
    • 0033172658 scopus 로고    scopus 로고
    • Homogenization techniques for European monthly mean surface pressure series
    • doi: 10.1175/1520-0442(1999)012 < 2658: HTFEMM >2.0.CO;2
    • Slonosky, V. C., P. D. Jones, and T. D. Davies (1999), Homogenization techniques for European monthly mean surface pressure series, J. CUm., 12, 2658-2672, doi: 10.1175/1520-0442(1999)012 < 2658: HTFEMM >2.0.CO;2.
    • (1999) J. Clim. , vol.12 , pp. 2658-2672
    • Slonosky, V.C.1    Jones, P.D.2    Davies, T.D.3
  • 37
    • 0001418844 scopus 로고
    • Straight lines with a change-point: A Bayesian analysis of some renal transplant data
    • doi: 10.2307/2986304
    • Smith, A. F. M., and D. G. Cook (1980), Straight lines with a change-point: A Bayesian analysis of some renal transplant data, Appl. Stat., 29(2), 180-189, doi: 10.2307/2986304.
    • (1980) Appl. Stat. , vol.29 , Issue.2 , pp. 180-189
    • Smith, A.F.M.1    Cook, D.G.2
  • 38
    • 0343463010 scopus 로고
    • A Bayesian approach to statistical inference about climate change
    • doi:10.1175/15200442(1988)001<0512:ABATSI>2.0.CO;2
    • Solow, A. R. (1988), A Bayesian approach to statistical inference about climate change, J. Clim., 1, 512-521, doi:10.1175/15200442(1988)001<0512: ABATSI>2.0.CO;2.
    • (1988) J. Clim. , vol.1 , pp. 512-521
    • Solow, A.R.1
  • 39
    • 21344490449 scopus 로고
    • Bayesian retrospective multiple-changepoint identification
    • doi:10.2307/2986119
    • Stephens, D. A. (1994), Bayesian retrospective multiple-changepoint identification, Appl. Stat., 43(1), 159-178, doi:10.2307/2986119.
    • (1994) Appl. Stat. , vol.43 , Issue.1 , pp. 159-178
    • Stephens, D.A.1
  • 41
    • 0031688643 scopus 로고    scopus 로고
    • A technique for the identification of inhomogeneities in Canadian temperature series
    • doi:10.1175/ 1520-0442( 1998)01K 1094: ATFTIO > 2.0. CO;2
    • Vincent, L. A. (1998), A technique for the identification of inhomogeneities in Canadian temperature series, J. Clim., 11, 1094-1105, doi:10.1175/ 1520-0442( 1998)01K 1094: ATFTIO > 2.0. CO;2.
    • (1998) J. Clim. , vol.11 , pp. 1094-1105
    • Vincent, L.A.1
  • 42
    • 26844513451 scopus 로고    scopus 로고
    • Comments on 'Detection of undocumented changepoints: A revision of the two-phase regression model,'
    • doi:10.1175/1520-0442(2003)016<3383:CODOUC> 2.0.CO;2
    • Wang, X. L. (2003), Comments on 'Detection of undocumented changepoints: A revision of the two-phase regression model,' J. Clim., 16, 3383-3385, doi:10.1175/1520-0442(2003)016<3383:CODOUC> 2.0.CO;2.
    • (2003) J. Clim. , vol.16 , pp. 3383-3385
    • Wang, X.L.1
  • 43
    • 34547205136 scopus 로고    scopus 로고
    • Penalized maximal t test for detecting undocumented mean change in climate data series
    • doi:10.1175/JAM2504.1
    • Wang, X. L., Q. H. Wen, and Y. Wu (2007), Penalized maximal t test for detecting undocumented mean change in climate data series, J. Appl. Meteorol. Climatol., 46, 916-931, doi:10.1175/JAM2504.1.
    • (2007) J. Appl. Meteorol. Climatol. , vol.46 , pp. 916-931
    • Wang, X.L.1    Wen, Q.H.2    Wu, Y.3
  • 45
    • 79958074057 scopus 로고    scopus 로고
    • Guidelines on climate metadata and homogenization
    • Geneva, Switzerland
    • World Meteorological Organization (2003), Guidelines on climate metadata and homogenization, Rep. WMO-TD 1186, 50 pp., Geneva, Switzerland.
    • (2003) Rep. WMO-TD , vol.1186
    • Organization, W.M.1


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