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Volumn 51, Issue 5, 2014, Pages 1933-1954

Stochastic Population Forecasting Based on Combinations of Expert Evaluations Within the Bayesian Paradigm

Author keywords

Conditional elicitation; Markov chain Monte Carlo; Mixture model; Random scenarios; Supra Bayesian

Indexed keywords

ALGORITHM; BAYES THEOREM; BIRTH RATE; FORECASTING; HUMAN; MIGRATION; MORTALITY; POPULATION DYNAMICS; PROBABILITY; PROCEDURES; STATISTICAL MODEL; TRENDS;

EID: 84910131442     PISSN: 00703370     EISSN: 15337790     Source Type: Journal    
DOI: 10.1007/s13524-014-0318-5     Document Type: Article
Times cited : (28)

References (50)
  • 2
    • 33947408109 scopus 로고    scopus 로고
    • Assumptions for long-term stochastic population forecasts in 18 European countries
    • Alders, M., Keilman, N., & Cruijsen, H. (2007). Assumptions for long-term stochastic population forecasts in 18 European countries. European Journal of Population, 23, 33–69.
    • (2007) European Journal of Population , vol.23 , pp. 33-69
    • Alders, M.1    Keilman, N.2    Cruijsen, H.3
  • 4
    • 0011843436 scopus 로고    scopus 로고
    • The practical specification of the expected error of population forecasts
    • Alho, J. M., & Spencer, B. D. (1997). The practical specification of the expected error of population forecasts. Journal of Official Statistics, 13, 204–225.
    • (1997) Journal of Official Statistics , vol.13 , pp. 204-225
    • Alho, J.M.1    Spencer, B.D.2
  • 6
    • 84889604830 scopus 로고    scopus 로고
    • Cohort replacement and homeostasis in world population, 1950–2100
    • Billari, F. C., & Dalla Zuanna, E. (2013). Cohort replacement and homeostasis in world population, 1950–2100. Population and Development Review, 39, 563–585.
    • (2013) Population and Development Review , vol.39 , pp. 563-585
    • Billari, F.C.1    Dalla Zuanna, E.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
    • 33750491967 scopus 로고    scopus 로고
    • Lee-Carter mortality forecasting: A multi-country comparison of variants and extensions
    • Booth, H., Hyndman, R. J., Tickle, L., & De Jong, P. (2006). Lee-Carter mortality forecasting: A multi-country comparison of variants and extensions. Demographic Research, 15(article 9), 289–310. doi:10.4054/DemRes.2006.15.9
    • (2006) Demographic Research , vol.15 , Issue.article 9 , pp. 289-310
    • Booth, H.1    Hyndman, R.J.2    Tickle, L.3    De Jong, P.4
  • 10
    • 0036868984 scopus 로고    scopus 로고
    • Applying Lee-Carter under conditions of variable mortality decline
    • Booth, H., Smith, L., & Maindonald, J. (2002). Applying Lee-Carter under conditions of variable mortality decline. Population Studies, 56, 325–336.
    • (2002) Population Studies , vol.56 , pp. 325-336
    • Booth, H.1    Smith, L.2    Maindonald, J.3
  • 11
    • 85173634613 scopus 로고    scopus 로고
    • Mortality modelling and forecasting: A review of methods
    • Booth, H., & Tickle, L. (2008). Mortality modelling and forecasting: A review of methods. Annals of Actuarial Science, 3, 3–43.
    • (2008) Annals of Actuarial Science , vol.3 , pp. 3-43
    • Booth, H.1    Tickle, L.2
  • 12
    • 33845430480 scopus 로고    scopus 로고
    • A two-factor model for stochastic mortality with parameter uncertainty: Theory and calibration
    • Cairns, A. J. G., Blake, D., & Dowd, K. (2006). A two-factor model for stochastic mortality with parameter uncertainty: Theory and calibration. Journal of Risk and Insurance, 73, 687–718.
    • (2006) Journal of Risk and Insurance , vol.73 , pp. 687-718
    • Cairns, A.J.G.1    Blake, D.2    Dowd, K.3
  • 14
    • 0001588990 scopus 로고
    • The probability of a cessation of the growth of population in England and Wales during the next century
    • Cannan, E. (1895). The probability of a cessation of the growth of population in England and Wales during the next century. Economic Journal, 20, 505–515.
    • (1895) Economic Journal , vol.20 , pp. 505-515
    • Cannan, E.1
  • 15
  • 16
    • 0038437161 scopus 로고
    • Updating of belief in the light of someone else’s opinion
    • French, S. (1980). Updating of belief in the light of someone else’s opinion. Journal of the Royal Statistical Society: Series A, 143, 43–48.
    • (1980) Journal of the Royal Statistical Society: Series A , vol.143 , pp. 43-48
    • French, S.1
  • 19
    • 84972539429 scopus 로고
    • Combining probability distributions: A critique and an annotated bibliography
    • Genest, C., & Zidek, J. V. (1986). Combining probability distributions: A critique and an annotated bibliography. Statistical Science, 1, 114–135.
    • (1986) Statistical Science , vol.1 , pp. 114-135
    • Genest, C.1    Zidek, J.V.2
  • 20
    • 49349085886 scopus 로고    scopus 로고
    • Stochastic population forecasts using functional data models for mortality, fertility and migration
    • Hyndman, R. J., & Booth, H. (2008). Stochastic population forecasts using functional data models for mortality, fertility and migration. International Journal of Forecasting, 24, 323–342.
    • (2008) International Journal of Forecasting , vol.24 , pp. 323-342
    • Hyndman, R.J.1    Booth, H.2
  • 21
    • 84872936476 scopus 로고    scopus 로고
    • Coherent mortality forecasting: The product- ratio method with functional time series models
    • Hyndman, R. J., Booth, H., & Yasmeen, F. (2013). Coherent mortality forecasting: The product- ratio method with functional time series models. Demography, 50, 261–283.
    • (2013) Demography , vol.50 , pp. 261-283
    • Hyndman, R.J.1    Booth, H.2    Yasmeen, F.3
  • 22
    • 33750436765 scopus 로고    scopus 로고
    • Robust forecasting of mortality and fertility rates: A functional data approach
    • Hyndman, R. J., & Ullah, S. (2007). Robust forecasting of mortality and fertility rates: A functional data approach. Computational Statistics and Data Analysis, 51, 4942–4956.
    • (2007) Computational Statistics and Data Analysis , vol.51 , pp. 4942-4956
    • Hyndman, R.J.1    Ullah, S.2
  • 23
    • 3042672674 scopus 로고    scopus 로고
    • Why population forecasts should be probabilistic—Illustrated by the case of Norway
    • Keilman, N., Pham, D. Q., & Hetland, A. (2002). Why population forecasts should be probabilistic—Illustrated by the case of Norway. Demographic Research, 6(article 15), 409–454. doi:10.4054/DemRes.2002.6.15
    • (2002) Demographic Research , vol.6 , Issue.article 15 , pp. 409-454
    • Keilman, N.1    Pham, D.Q.2    Hetland, A.3
  • 25
    • 84988091828 scopus 로고
    • A Bayesian method for classification and discrimination
    • Lavine, M., & West, M. (1992). A Bayesian method for classification and discrimination. The Canadian Journal of Statistics, 20, 451–461.
    • (1992) The Canadian Journal of Statistics , vol.20 , pp. 451-461
    • Lavine, M.1    West, M.2
  • 26
    • 0027652326 scopus 로고
    • Modeling and forecasting the time series of US fertility: Age distribution, range and ultimate level
    • Lee, R. D. (1993). Modeling and forecasting the time series of US fertility: Age distribution, range and ultimate level. International Journal of Forecasting, 87, 187–202.
    • (1993) International Journal of Forecasting , vol.87 , pp. 187-202
    • Lee, R.D.1
  • 27
    • 0009394846 scopus 로고    scopus 로고
    • Probabilistic approaches to population forecasting
    • Lee, R. D. (1999). Probabilistic approaches to population forecasting. Population and Development Review, 24(Suppl.), 156–190.
    • (1999) Population and Development Review , vol.24 , pp. 156-190
    • Lee, R.D.1
  • 29
    • 84950967036 scopus 로고
    • Stochastic population forecasts for the United States: Beyond high, medium, and low
    • Lee, R. D., & Tuljapurkar, S. (1994). Stochastic population forecasts for the United States: Beyond high, medium, and low. Journal of the American Statistical Association, 89, 1175–1189.
    • (1994) Journal of the American Statistical Association , vol.89 , pp. 1175-1189
    • Lee, R.D.1    Tuljapurkar, S.2
  • 30
    • 0020815093 scopus 로고
    • Reconciliation of probability distributions
    • Lindley, D. (1983). Reconciliation of probability distributions. Operations Research, 31, 866–880.
    • (1983) Operations Research , vol.31 , pp. 866-880
    • Lindley, D.1
  • 31
    • 0001009880 scopus 로고
    • Reconciliation of discrete probability distributions
    • Bernardo JM, DeGroot MH, Lindley DV, Smith AFM, (eds), North-Holland, Amsterdam, The Netherlands:
    • Lindley, D. (1985). Reconciliation of discrete probability distributions. In J. M. Bernardo, M. H. DeGroot, D. V. Lindley, & A. F. M. Smith (Eds.), Bayesian Statistics 2 (pp. 375–390). Amsterdam, The Netherlands: North-Holland.
    • (1985) Bayesian Statistics 2 , pp. 375-390
    • Lindley, D.1
  • 34
    • 0005935618 scopus 로고
    • Decision analysis expert use
    • Morris, P. A. (1974). Decision analysis expert use. Management Science, 20, 1233–1241.
    • (1974) Management Science , vol.20 , pp. 1233-1241
    • Morris, P.A.1
  • 35
    • 79960492008 scopus 로고    scopus 로고
    • How high is Hispanic/Mexican fertility in the United States? Immigration and tempo considerations
    • Parrado, E. (2011). How high is Hispanic/Mexican fertility in the United States? Immigration and tempo considerations. Demography, 48, 1059–1080.
    • (2011) Demography , vol.48 , pp. 1059-1080
    • Parrado, E.1
  • 36
    • 57049181898 scopus 로고    scopus 로고
    • Intergenerational fertility patterns among Hispanic women: New evidence of immigrant assimilation
    • Parrado, E., & Morgan, S. P. (2008). Intergenerational fertility patterns among Hispanic women: New evidence of immigrant assimilation. Demography, 45, 651–671.
    • (2008) Demography , vol.45 , pp. 651-671
    • Parrado, E.1    Morgan, S.P.2
  • 37
    • 41149087694 scopus 로고    scopus 로고
    • CODA: Convergence diagnosis and output analysis for MCMC
    • Plummer, M., Best, N., Cowles, K., & Vines, K. (2006). CODA: Convergence diagnosis and output analysis for MCMC. R News, 6, 7–11.
    • (2006) R News , vol.6 , pp. 7-11
    • Plummer, M.1    Best, N.2    Cowles, K.3    Vines, K.4
  • 38
    • 84901418145 scopus 로고    scopus 로고
    • Bayesian population projections for the United Nations
    • Raftery, A. E., Alkema, L., & Gerland, P. (2014). Bayesian population projections for the United Nations. Statistical Science, 29, 58–68.
    • (2014) Statistical Science , vol.29 , pp. 58-68
    • Raftery, A.E.1    Alkema, L.2    Gerland, P.3
  • 39
    • 84877594864 scopus 로고    scopus 로고
    • Bayesian probabilistic projections of life expectancy for all countries
    • Raftery, A. E., Chunn, J. L., Gerland, P., & Sevcikova, H. (2013). Bayesian probabilistic projections of life expectancy for all countries. Demography, 50, 777–801.
    • (2013) Demography , vol.50 , pp. 777-801
    • Raftery, A.E.1    Chunn, J.L.2    Gerland, P.3    Sevcikova, H.4
  • 40
    • 84972518066 scopus 로고
    • One long run with diagnostics: Implementation strategies for Markov chain Monte Carlo
    • Raftery, A. E., & Lewis, S. (1992). One long run with diagnostics: Implementation strategies for Markov chain Monte Carlo. Statistical Science, 7, 493–497.
    • (1992) Statistical Science , vol.7 , pp. 493-497
    • Raftery, A.E.1    Lewis, S.2
  • 43
    • 80054055436 scopus 로고    scopus 로고
    • Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods
    • Shang, H. L., Booth, H., & Hyndman, R. J. (2011). Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods. Demographic Research, 25(article 5), 173–214. doi:10.4054/DemRes.2011.25.5
    • (2011) Demographic Research , vol.25 , Issue.article 5 , pp. 173-214
    • Shang, H.L.1    Booth, H.2    Hyndman, R.J.3
  • 44
    • 46949099689 scopus 로고    scopus 로고
    • The rising importance of migrants for childbearing in Europe
    • Sobotka, T. (2008). The rising importance of migrants for childbearing in Europe. Demographic Research, 19(article 9), 225–248. doi:10.4054/DemRes.2008.19.9
    • (2008) Demographic Research , vol.19 , Issue.article 9 , pp. 225-248
    • Sobotka, T.1
  • 48
    • 77956169549 scopus 로고    scopus 로고
    • Expert judgments: Financial analysts versus weather forecasters
    • Tyszka, T., & Zielonka, P. (2002). Expert judgments: Financial analysts versus weather forecasters. Journal of Psychology and Financial Markets, 3, 152–160.
    • (2002) Journal of Psychology and Financial Markets , vol.3 , pp. 152-160
    • Tyszka, T.1    Zielonka, P.2
  • 50
    • 0000849261 scopus 로고
    • Combining probability distribution from dependent information sources
    • Winkler, R. L. (1981). Combining probability distribution from dependent information sources. Management Science, 27, 479–488.
    • (1981) Management Science , vol.27 , pp. 479-488
    • Winkler, R.L.1


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