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Volumn 4, Issue 1, 2010, Pages 304-333

Estimation and extrapolation of time trends in registry data-Borrowing strength from related populations

Author keywords

Bayesian analysis; INLA; Multivariate age period cohort model; Projections; Uniform correlation matrix

Indexed keywords


EID: 84870264995     PISSN: 19326157     EISSN: 19417330     Source Type: Journal    
DOI: 10.1214/11-AOAS498     Document Type: Article
Times cited : (45)

References (73)
  • 1
    • 39149106141 scopus 로고    scopus 로고
    • Epidemiologic characterization of the 1918 influenza pandemic summer wave in Copenhagen: Implications for pandemic control strategies
    • Andreasen, V., Viboud, C. and Simonsen, L. (2008). Epidemiologic characterization of the 1918 influenza pandemic summer wave in Copenhagen: Implications for pandemic control strategies. J. Infect. Dis. 197 270-278.
    • (2008) J. Infect. Dis , vol.197 , pp. 270-278
    • Andreasen, V.1    Viboud, C.2    Simonsen, L.3
  • 2
    • 0000986313 scopus 로고
    • The chi-square test for heterogeneity of proportions, after adjustment for stratification
    • Armitage, P. (1966). The chi-square test for heterogeneity of proportions, after adjustment for stratification. J. Roy. Statist. Soc. Ser. B 28 150-163.
    • (1966) J. Roy. Statist. Soc. Ser. B , vol.28 , pp. 150-163
    • Armitage, P.1
  • 3
    • 26444604028 scopus 로고    scopus 로고
    • Bayesian projections: What are the effects of excluding data from younger age groups?
    • Baker, A. and Bray, I. (2005). Bayesian projections: What are the effects of excluding data from younger age groups? Am. J. Epidemiol. 162 798-805.
    • (2005) Am. J. Epidemiol , vol.162 , pp. 798-805
    • Baker, A.1    Bray, I.2
  • 4
    • 0028353493 scopus 로고
    • Bayesian analysis of survival on multiple time scales
    • Berzuini, C. and Clayton, D. (1994). Bayesian analysis of survival on multiple time scales. Stat. Med. 13 823-838.
    • (1994) Stat. Med , vol.13 , pp. 823-838
    • Berzuini, C.1    Clayton, D.2
  • 6
    • 84855167009 scopus 로고    scopus 로고
    • Joint models for classification and comparison of mortality in different countries
    • In, (A. W. Bowman, ed.) Univ. Glasgow, UK
    • Biatat, V. D. and Currie, I. D. (2010). Joint models for classification and comparison of mortality in different countries. In 25th International Workshop on Statistical Modelling (A. W. Bowman, ed.) 89-94. Univ. Glasgow, UK.
    • (2010) 25th International Workshop on Statistical Modelling , pp. 89-94
    • Biatat, V.D.1    Currie, I.D.2
  • 8
    • 33745967698 scopus 로고    scopus 로고
    • Demographic forecasting: 1980 to 2005 in review
    • Booth, H. (2006). Demographic forecasting: 1980 to 2005 in review. International Journal of Forecasting 22 547-581.
    • (2006) International Journal of Forecasting , vol.22 , pp. 547-581
    • Booth, H.1
  • 9
    • 0036868984 scopus 로고    scopus 로고
    • Applying Lee-Carter under conditions of variable mortality decline
    • Booth, H., Maindonald, J. and Smith, L. (2002). Applying Lee-Carter under conditions of variable mortality decline. Popul. Stud. (Camb.) 56 325-336.
    • (2002) Popul. Stud. (Camb.) , vol.56 , pp. 325-336
    • Booth, H.1    Maindonald, J.2    Smith, L.3
  • 10
    • 33750491967 scopus 로고    scopus 로고
    • Lee-Carter mortality forecasting: A multi-country comparison of variants and extensions
    • Booth, H., Hyndman, R. J., Tickle, L. and de Jong, P. (2006). Lee-Carter mortality forecasting: A multi-country comparison of variants and extensions. Demographic Research 15 289-310.
    • (2006) Demographic Research , vol.15 , pp. 289-310
    • Booth, H.1    Hyndman, R.J.2    Tickle, L.3    de Jong, P.4
  • 12
    • 0036428456 scopus 로고    scopus 로고
    • Application of Markov chain Monte Carlo methods to projecting cancer incidence and mortality
    • Bray, I. (2002). Application of Markov chain Monte Carlo methods to projecting cancer incidence and mortality. J. Roy. Statist. Soc. Ser. C 51 151-164.
    • (2002) J. Roy. Statist. Soc. Ser. C , vol.51 , pp. 151-164
    • Bray, I.1
  • 13
    • 0034776749 scopus 로고    scopus 로고
    • Recent trends and future projections of lymphoid neoplasms-a Bayesian age-period-cohort analysis
    • Bray, I., Brennan, P. and Boffetta, P. (2001). Recent trends and future projections of lymphoid neoplasms-a Bayesian age-period-cohort analysis. Cancer Causes and Control 12 813-820.
    • (2001) Cancer Causes and Control , vol.12 , pp. 813-820
    • Bray, I.1    Brennan, P.2    Boffetta, P.3
  • 14
    • 0022857455 scopus 로고
    • The natural variability of vital rates and associated statistics
    • Brillinger, D. R. (1986). The natural variability of vital rates and associated statistics. Biometrics 42 693-734.
    • (1986) Biometrics , vol.42 , pp. 693-734
    • Brillinger, D.R.1
  • 15
    • 0037146860 scopus 로고    scopus 로고
    • A Poisson log-bilinear regression approach to the construction of projected lifetables
    • Brouhns, N., Denuit, M. and Vermunt, J. K. (2002). A Poisson log-bilinear regression approach to the construction of projected lifetables. Insurance Math. Econom. 31 373-393.
    • (2002) Insurance Math. Econom , vol.31 , pp. 373-393
    • Brouhns, N.1    Denuit, M.2    Vermunt, J.K.3
  • 17
    • 0034666026 scopus 로고    scopus 로고
    • Inference on a collapsed margin in disease mapping
    • Byers, S. and Besag, J. (2000). Inference on a collapsed margin in disease mapping. Stat. Med. 19 2243-2249.
    • (2000) Stat. Med , vol.19 , pp. 2243-2249
    • Byers, S.1    Besag, J.2
  • 18
    • 0043024584 scopus 로고    scopus 로고
    • Hierarchical multivariate CAR models for spatio-temporally correlated survival data
    • In, (Tenerife, 2002) (J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman and A. F. M. Smith, eds.) Oxford Univ. Press, New York
    • Carlin, B. P. and Banerjee, S. (2003). Hierarchical multivariate CAR models for spatio-temporally correlated survival data. In Bayesian Statistics, 7 (Tenerife, 2002) (J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman and A. F. M. Smith, eds.) 45-63. Oxford Univ. Press, New York.
    • (2003) Bayesian Statistics, 7 , pp. 45-63
    • Carlin, B.P.1    Banerjee, S.2
  • 20
    • 84993811151 scopus 로고    scopus 로고
    • Smoothing and forecasting mortality rates
    • Currie, I. D., Durban, M. and Eilers, P. H. C. (2004). Smoothing and forecasting mortality rates. Stat. Model. 4 279-298.
    • (2004) Stat. Model , vol.4 , pp. 279-298
    • Currie, I.D.1    Durban, M.2    Eilers, P.H.C.3
  • 21
    • 70450231574 scopus 로고    scopus 로고
    • Predictive model assessment for count data
    • Czado, C., Gneiting, T. and Held, L. (2009). Predictive model assessment for count data. Biometrics 65 1254-1261.
    • (2009) Biometrics , vol.65 , pp. 1254-1261
    • Czado, C.1    Gneiting, T.2    Held, L.3
  • 22
    • 0028240040 scopus 로고
    • Acute respiratory effects of particulate air pollution
    • Dockery, D. W. and Pope, C. A. (1994). Acute respiratory effects of particulate air pollution. Annu. Rev. Public Health 15 107-132.
    • (1994) Annu. Rev. Public Health , vol.15 , pp. 107-132
    • Dockery, D.W.1    Pope, C.A.2
  • 25
    • 0002632777 scopus 로고
    • Identification and estimation of age-period-cohort models in the analysis of discrete archival data
    • Fienberg, S. E. and Mason, W. M. (1979). Identification and estimation of age-period-cohort models in the analysis of discrete archival data. Sociological Methodology 10 1-67.
    • (1979) Sociological Methodology , vol.10 , pp. 1-67
    • Fienberg, S.E.1    Mason, W.M.2
  • 27
    • 14044262265 scopus 로고    scopus 로고
    • Ridge estimator in singular design with application to age-period-cohort analysis of disease rates
    • Fu, W. J. J. (2000). Ridge estimator in singular design with application to age-period-cohort analysis of disease rates. Comm. Statist. Theory Methods 29 263-278.
    • (2000) Comm. Statist. Theory Methods , vol.29 , pp. 263-278
    • Fu, W.J.J.1
  • 28
    • 0002799511 scopus 로고    scopus 로고
    • Model choice: A minimum posterior predictive loss approach
    • Gelfand, A. E. and Ghosh, S. K. (1998). Model choice: A minimum posterior predictive loss approach. Biometrika 85 1-11.
    • (1998) Biometrika , vol.85 , pp. 1-11
    • Gelfand, A.E.1    Ghosh, S.K.2
  • 29
    • 0141767040 scopus 로고    scopus 로고
    • Proper multivariate conditional autoregressive models for spatial data analysis
    • Gelfand, A. E. and Vounatsou, P. (2003). Proper multivariate conditional autoregressive models for spatial data analysis. Biostatistics 4 11-25.
    • (2003) Biostatistics , vol.4 , pp. 11-25
    • Gelfand, A.E.1    Vounatsou, P.2
  • 30
    • 33947274775 scopus 로고    scopus 로고
    • Strictly proper scoring rules, prediction, and estimation
    • Gneiting, T. and Raftery, A. E. (2007). Strictly proper scoring rules, prediction, and estimation. J. Amer. Statist. Assoc. 102 359-378.
    • (2007) J. Amer. Statist. Assoc , vol.102 , pp. 359-378
    • Gneiting, T.1    Raftery, A.E.2
  • 31
    • 69949111729 scopus 로고    scopus 로고
    • A multivariate CAR model for improving the estimation of relative risks
    • Greco, F. P. and Trivisano, C. (2009). A multivariate CAR model for improving the estimation of relative risks. Stat. Med. 28 1707-1724.
    • (2009) Stat. Med , vol.28 , pp. 1707-1724
    • Greco, F.P.1    Trivisano, C.2
  • 33
    • 9444273021 scopus 로고    scopus 로고
    • COPD mortality trends 1950-1999 in England and Wales-Did the 1956 Clean Air Act make a detectable difference?
    • Hansell, A., Knorr-Held, L., Best, N., Schmid, V. and Aylin, P. (2003). COPD mortality trends 1950-1999 in England and Wales-Did the 1956 Clean Air Act make a detectable difference? Epidemiology 14 S55.
    • (2003) Epidemiology , vol.14
    • Hansell, A.1    Knorr-Held, L.2    Best, N.3    Schmid, V.4    Aylin, P.5
  • 36
    • 0030999717 scopus 로고    scopus 로고
    • Modeling of time trends and interactions in vital rates using restricted regression splines
    • Heuer, C. (1997). Modeling of time trends and interactions in vital rates using restricted regression splines. Biometrics 53 161-177.
    • (1997) Biometrics , vol.53 , pp. 161-177
    • Heuer, C.1
  • 37
    • 0020772177 scopus 로고
    • The estimation of age, period and cohort effects for vital rates
    • Holford, T. R. (1983). The estimation of age, period and cohort effects for vital rates. Biometrics 39 311-324.
    • (1983) Biometrics , vol.39 , pp. 311-324
    • Holford, T.R.1
  • 38
    • 0026958815 scopus 로고
    • Analysing the temporal effects of age, period and cohort
    • Holford, T. R. (1992). Analysing the temporal effects of age, period and cohort. Stat. Methods Med. Res. 1 317-337.
    • (1992) Stat. Methods Med. Res , vol.1 , pp. 317-337
    • Holford, T.R.1
  • 39
    • 33644778557 scopus 로고    scopus 로고
    • Approaches to fitting age-period-cohort models with unequal intervals
    • Holford, T. R. (2006). Approaches to fitting age-period-cohort models with unequal intervals. Stat. Med. 25 977-993.
    • (2006) Stat. Med , vol.25 , pp. 977-993
    • Holford, T.R.1
  • 40
    • 0042178366 scopus 로고    scopus 로고
    • Univ, www.mortality.org or, California, Berkeley (USA), and Max Planck Institute for Demographic Research (Germany). Available at
    • Human Mortality Database (2011). Univ. California, Berkeley (USA), and Max Planck Institute for Demographic Research (Germany). Available at www.mortality.org or www.humanmortality.de.
    • (2011) Human Mortality Database
  • 42
    • 1542330901 scopus 로고    scopus 로고
    • Sex differences in COPD and lung cancer mortality trends-United States, 1968-1999
    • Kazerouni, N., Alverson, C. J., Redd, S. C., Mott, J. A. and Mannino, D. M. (2004). Sex differences in COPD and lung cancer mortality trends-United States, 1968-1999. J. Women's Health 13 17-23.
    • (2004) J. Women's Health , vol.13 , pp. 17-23
    • Kazerouni, N.1    Alverson, C.J.2    Redd, S.C.3    Mott, J.A.4    Mannino, D.M.5
  • 43
    • 0034665770 scopus 로고    scopus 로고
    • Bayesian modelling of inseparable space-time variation in disease risk
    • Knorr-Held, L. (2000). Bayesian modelling of inseparable space-time variation in disease risk. Stat. Med. 19 2555-2567.
    • (2000) Stat. Med , vol.19 , pp. 2555-2567
    • Knorr-Held, L.1
  • 44
    • 0009976542 scopus 로고    scopus 로고
    • Projections of lung cancer mortality in West Germany: A case study in Bayesian prediction
    • Knorr-Held, L. and Rainer, E. (2001). Projections of lung cancer mortality in West Germany: A case study in Bayesian prediction. Biostatistics 2 109-129.
    • (2001) Biostatistics , vol.2 , pp. 109-129
    • Knorr-Held, L.1    Rainer, E.2
  • 46
    • 51249178011 scopus 로고
    • Normalizing and variance stabilizing transformations for intraclass correlations
    • Konishi, S. (1985). Normalizing and variance stabilizing transformations for intraclass correlations. Ann. Inst. Statist. Math. 37 87-94.
    • (1985) Ann. Inst. Statist. Math , vol.37 , pp. 87-94
    • Konishi, S.1
  • 47
    • 57249114750 scopus 로고    scopus 로고
    • Identification of the age-period-cohort model and the extended chain-ladder model
    • Kuang, D., Nielsen, B. and Nielsen, J. P. (2008). Identification of the age-period-cohort model and the extended chain-ladder model. Biometrika 95 979-986.
    • (2008) Biometrika , vol.95 , pp. 979-986
    • Kuang, D.1    Nielsen, B.2    Nielsen, J.P.3
  • 48
    • 0042532207 scopus 로고    scopus 로고
    • Age-period-cohort models and disease mapping
    • Lagazio, C., Biggeri, A. and Dreassi, E. (2003). Age-period-cohort models and disease mapping. Environmetrics 14 475-490.
    • (2003) Environmetrics , vol.14 , pp. 475-490
    • Lagazio, C.1    Biggeri, A.2    Dreassi, E.3
  • 49
    • 84950457501 scopus 로고
    • Modeling and forecasting U.S. mortality
    • Lee, R. D. and Carter, L. R. (1992). Modeling and forecasting U.S. mortality. J. Amer. Statist. Assoc. 87 659-671.
    • (1992) J. Amer. Statist. Assoc , vol.87 , pp. 659-671
    • Lee, R.D.1    Carter, L.R.2
  • 52
    • 0031929317 scopus 로고    scopus 로고
    • Incidence, mortality and survival from prostate cancer in Vaud and Neuchâtel, Switzerland, 1974-1994
    • Levi, F., La Vecchia, C., Randimbison, L., Erler, G., Te, V. C. and Franceschi, S. (1998). Incidence, mortality and survival from prostate cancer in Vaud and Neuchâtel, Switzerland, 1974-1994. Ann. Oncol. 9 31-35.
    • (1998) Ann. Oncol , vol.9 , pp. 31-35
    • Levi, F.1    La Vecchia, C.2    Randimbison, L.3    Erler, G.4    Te, V.C.5    Franceschi, S.6
  • 53
    • 0036193372 scopus 로고    scopus 로고
    • Thyroid cancer in Vaud, Switzerland: An update
    • Levi, F., Randimbison, L., Te, V.-C. and La Vecchia, C. (2002). Thyroid cancer in Vaud, Switzerland: An update. Thyroid 12 163-168.
    • (2002) Thyroid , vol.12 , pp. 163-168
    • Levi, F.1    Randimbison, L.2    Te, V.-C.3    La Vecchia, C.4
  • 54
    • 26044462015 scopus 로고    scopus 로고
    • Coherent mortality forecasts for a group of populations: An extension of the Lee-Carter method
    • Li, N. and Lee, R. (2005). Coherent mortality forecasts for a group of populations: An extension of the Lee-Carter method. Demography 42 575-594.
    • (2005) Demography , vol.42 , pp. 575-594
    • Li, N.1    Lee, R.2
  • 56
    • 0001595570 scopus 로고
    • Multi-dimensional multivariate Gaussian Markov random fields with application to image processing
    • Mardia, K. (1988). Multi-dimensional multivariate Gaussian Markov random fields with application to image processing. J. Multivariate Anal. 24 265-284.
    • (1988) J. Multivariate Anal , vol.24 , pp. 265-284
    • Mardia, K.1
  • 57
    • 51249176735 scopus 로고
    • Bayesian cohort models for general cohort table analyses
    • Nakamura, T. (1986). Bayesian cohort models for general cohort table analyses. Ann. Inst. Statist. Math. 38 353-370.
    • (1986) Ann. Inst. Statist. Math , vol.38 , pp. 353-370
    • Nakamura, T.1
  • 58
    • 0034336048 scopus 로고    scopus 로고
    • Empirical Bayes age-period-cohort analysis of retrospective incidence data
    • Ogata, Y., Katsura, K., Keiding, N., Holst, C. and Green, A. (2000). Empirical Bayes age-period-cohort analysis of retrospective incidence data. Scand. J. Stat. 27 415-432.
    • (2000) Scand. J. Stat , vol.27 , pp. 415-432
    • Ogata, Y.1    Katsura, K.2    Keiding, N.3    Holst, C.4    Green, A.5
  • 59
    • 0020397266 scopus 로고
    • Age, period and cohort models applied to cancer mortality rates
    • Osmond, C. and Gardner, M. J. (1982). Age, period and cohort models applied to cancer mortality rates. Stat. Med. 1 245-259.
    • (1982) Stat. Med , vol.1 , pp. 245-259
    • Osmond, C.1    Gardner, M.J.2
  • 60
    • 77952814687 scopus 로고    scopus 로고
    • Bayesian bivariate meta-analysis of diagnostic test studies using integrated nested Laplace approximations
    • Paul, M., Riebler, A., Bachmann, L. M., Rue, H. and Held, L. (2010). Bayesian bivariate meta-analysis of diagnostic test studies using integrated nested Laplace approximations. Stat. Med. 29 1325-1339.
    • (2010) Stat. Med , vol.29 , pp. 1325-1339
    • Paul, M.1    Riebler, A.2    Bachmann, L.M.3    Rue, H.4    Held, L.5
  • 61
    • 79951480123 scopus 로고    scopus 로고
    • R Development Core Team, R Foundation for Statistical Computing, Vienna, Austria
    • R Development Core Team (2010). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria.
    • (2010) R: A Language and Environment for Statistical Computing
  • 62
    • 72649100865 scopus 로고    scopus 로고
    • The analysis of heterogeneous time trends in multivariate age-period-cohort models
    • Riebler, A. and Held, L. (2010). The analysis of heterogeneous time trends in multivariate age-period-cohort models. Biostatistics 11 57-69.
    • (2010) Biostatistics , vol.11 , pp. 57-69
    • Riebler, A.1    Held, L.2
  • 64
    • 84870282044 scopus 로고    scopus 로고
    • Gender-specific differences and the impact of family integration on time trends in age-stratified Swiss suicide rates
    • To appear
    • Riebler, A., Held, L., Rue, H. and Bopp, M. (2011). Gender-specific differences and the impact of family integration on time trends in age-stratified Swiss suicide rates. J. Roy. Statist. Soc. Ser. A. To appear.
    • (2011) J. Roy. Statist. Soc. Ser. A
    • Riebler, A.1    Held, L.2    Rue, H.3    Bopp, M.4
  • 65
    • 0022782542 scopus 로고
    • Age, period and cohort models: The use of individual records
    • Robertson, C. and Boyle, P. (1986). Age, period and cohort models: The use of individual records. Stat. Med. 5 527-538.
    • (1986) Stat. Med , vol.5 , pp. 527-538
    • Robertson, C.1    Boyle, P.2
  • 66
    • 77952603871 scopus 로고    scopus 로고
    • Monographs on Statistics and Applied Probability 104. Chapman and Hall/CRC, Boca Raton, FL
    • Rue, H. and Held, L. (2005). Gaussian Markov Random Fields: Theory and Applications. Monographs on Statistics and Applied Probability 104. Chapman and Hall/CRC, Boca Raton, FL.
    • (2005) Gaussian Markov Random Fields: Theory and Applications
    • Rue, H.1    Held, L.2
  • 67
    • 62849120031 scopus 로고    scopus 로고
    • Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations
    • Rue, H., Martino, S. and Chopin, N. (2009). Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations. J. R. Stat. Soc. Ser. B Stat. Methodol. 71 319-392.
    • (2009) J. R. Stat. Soc. Ser. B Stat. Methodol , vol.71 , pp. 319-392
    • Rue, H.1    Martino, S.2    Chopin, N.3
  • 68
    • 10944241434 scopus 로고    scopus 로고
    • Bayesian extrapolation of space-time trends in cancer registry data
    • Schmid, V. and Held, L. (2004). Bayesian extrapolation of space-time trends in cancer registry data. Biometrics 60 1034-1042.
    • (2004) Biometrics , vol.60 , pp. 1034-1042
    • Schmid, V.1    Held, L.2
  • 69
    • 36049047287 scopus 로고    scopus 로고
    • Bayesian age-period-cohort modeling and prediction-BAMP
    • Schmid, V. J. and Held, L. (2007). Bayesian age-period-cohort modeling and prediction-BAMP. Journal of Statistical Software 21 1-15.
    • (2007) Journal of Statistical Software , vol.21 , pp. 1-15
    • Schmid, V.J.1    Held, L.2
  • 70
    • 79952214675 scopus 로고    scopus 로고
    • Using integrated nested Laplace approximations for the evaluation of veterinary surveillance data from Switzerland: A case study
    • Schrödle, B., Held, L., Riebler, A. and Danuser, J. (2011). Using integrated nested Laplace approximations for the evaluation of veterinary surveillance data from Switzerland: A case study. J. R. Stat. Soc. Ser. C. Appl. Stat. 60 261-279.
    • (2011) J. R. Stat. Soc. Ser. C. Appl. Stat , vol.60 , pp. 261-279
    • Schrödle, B.1    Held, L.2    Riebler, A.3    Danuser, J.4
  • 71
    • 0034954094 scopus 로고    scopus 로고
    • Urban air pollution and chronic obstructive pulmonary disease: A review
    • Sunyer, J. (2001). Urban air pollution and chronic obstructive pulmonary disease: A review. Eur. Respir. J. 17 1024-1033.
    • (2001) Eur. Respir. J , vol.17 , pp. 1024-1033
    • Sunyer, J.1
  • 73
    • 16244369741 scopus 로고    scopus 로고
    • A methodological comparison of age-period-cohort models: The intrinsic estimator and conventional generalized linear models
    • Yang, Y., Fu, W. J. and Land, K. C. (2004). A methodological comparison of age-period-cohort models: The intrinsic estimator and conventional generalized linear models. Sociological Methodology 34 75-110.
    • (2004) Sociological Methodology , vol.34 , pp. 75-110
    • Yang, Y.1    Fu, W.J.2    Land, K.C.3


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