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Volumn 66, Issue 4, 2010, Pages 1295-1305

A Score Regression Approach to Assess Calibration of Continuous Probabilistic Predictions

Author keywords

Calibration; Continuous predictions; Crossvalidation; Regression; Scoring rules

Indexed keywords

CALIBRATION; INTEGRAL EQUATIONS; PROBABILITY DISTRIBUTIONS; REGRESSION ANALYSIS;

EID: 77955583150     PISSN: 0006341X     EISSN: 15410420     Source Type: Journal    
DOI: 10.1111/j.1541-0420.2010.01406.x     Document Type: Article
Times cited : (26)

References (36)
  • 3
    • 0003010182 scopus 로고
    • Verification of forecasts expressed in terms of probability
    • Brier, G. W. (1950). Verification of forecasts expressed in terms of probability. Monthly Weather Review 78, 1-3.
    • (1950) Monthly Weather Review , vol.78 , pp. 1-3
    • Brier, G.W.1
  • 4
    • 0002213503 scopus 로고
    • Predictive likelihood inference with applications (with discussion)
    • Butler, R. W. (1986). Predictive likelihood inference with applications (with discussion). Journal of the Royal Statistical Society, Series B 48, 1-38.
    • (1986) Journal of the Royal Statistical Society, Series B , vol.48 , pp. 1-38
    • Butler, R.W.1
  • 5
    • 0021004738 scopus 로고
    • Plotting p against x
    • Copas, J. B. (1983). Plotting p against x. Applied Statistics 32, 25-31.
    • (1983) Applied Statistics , vol.32 , pp. 25-31
    • Copas, J.B.1
  • 6
    • 0000149045 scopus 로고
    • Two further applications of a model for binary regression
    • Cox, D. R. (1958). Two further applications of a model for binary regression. Biometrika 45, 562-565.
    • (1958) Biometrika , vol.45 , pp. 562-565
    • Cox, D.R.1
  • 7
    • 70450231574 scopus 로고    scopus 로고
    • Predictive model assessment for count data
    • and, 65, 1254-1261.
    • Czado, C., Gneiting, T., and Held, L. (2009). Predictive model assessment for count data. Biometrics 65, 1254-1261.
    • (2009) Biometrics
    • Czado, C.1    Gneiting, T.2    Held, L.3
  • 9
    • 0000582742 scopus 로고
    • Present position and potential developments: Some personal views. Statistical theory. The prequential approach
    • Dawid, A. P. (1984). Present position and potential developments: Some personal views. Statistical theory. The prequential approach. Journal of the Royal Statistical Society, Series A 174, 278-292.
    • (1984) Journal of the Royal Statistical Society, Series A , vol.174 , pp. 278-292
    • Dawid, A.P.1
  • 10
    • 0033243856 scopus 로고    scopus 로고
    • Coherent dispersion criteria for optimal experimental design
    • Dawid, A. P. and Sebastiani, P. (1999). Coherent dispersion criteria for optimal experimental design. Annals of Statistics 27, 65-81.
    • (1999) Annals of Statistics , vol.27 , pp. 65-81
    • Dawid, A.P.1    Sebastiani, P.2
  • 11
    • 0004214910 scopus 로고
    • Measurement Error Models
    • New York, John Wiley & Sons.
    • Fuller, W. A. (1987). Measurement Error Models. New York John Wiley & Sons.
    • (1987)
    • Fuller, W.A.1
  • 12
    • 54349088695 scopus 로고    scopus 로고
    • The performance of risk prediction models
    • Gerds, T. A., Cai, T., and Schumacher, M. (2008). The performance of risk prediction models. Biometrical Journal 50, 457-479.
    • (2008) Biometrical Journal , vol.50 , pp. 457-479
    • Gerds, T.A.1    Cai, T.2    Schumacher, M.3
  • 14
  • 16
    • 48349105056 scopus 로고    scopus 로고
    • Assessing probabilistic forecasts of multivariate quantities, with an application to ensemble predictions of surface winds
    • Gneiting, T., Stanberry, L., Grimit, E., Held, L., and Johnson, N. (2008). Assessing probabilistic forecasts of multivariate quantities, with an application to ensemble predictions of surface winds. Test 17, 211-235.
    • (2008) Test , vol.17 , pp. 211-235
    • Gneiting, T.1    Stanberry, L.2    Grimit, E.3    Held, L.4    Johnson, N.5
  • 17
    • 0033619170 scopus 로고    scopus 로고
    • Assessment and comparison of prognostic classification schemes for survival data
    • Graf, E., Schmoor, C., Sauerbrei, W., and Schumacher, M. (1999). Assessment and comparison of prognostic classification schemes for survival data. Statistics in Medicine 18, 2529-2545.
    • (1999) Statistics in Medicine , vol.18 , pp. 2529-2545
    • Graf, E.1    Schmoor, C.2    Sauerbrei, W.3    Schumacher, M.4
  • 18
    • 0035270069 scopus 로고    scopus 로고
    • Interpretation of rank histograms for veryfying ensemble forecasts
    • Hamill, T. (2001). Interpretation of rank histograms for veryfying ensemble forecasts. Monthly Weather Review 129, 550-560.
    • (2001) Monthly Weather Review , vol.129 , pp. 550-560
    • Hamill, T.1
  • 19
    • 33646585120 scopus 로고    scopus 로고
    • Recalibration of risk prediction models in a large multicenter cohort of admissions to adult, general critical care units in the United Kingdom
    • Harrison, D. A., Brady, A. R., Parry, G. J., Carpenter, J. R., and Rowan, K. (2006). Recalibration of risk prediction models in a large multicenter cohort of admissions to adult, general critical care units in the United Kingdom. Critical Care Medicine 34, 1378-1388.
    • (2006) Critical Care Medicine , vol.34 , pp. 1378-1388
    • Harrison, D.A.1    Brady, A.R.2    Parry, G.J.3    Carpenter, J.R.4    Rowan, K.5
  • 20
    • 34247145553 scopus 로고    scopus 로고
    • A new risk prediction model for critical care: The Intensive Care National Audit and Research Centre (ICNARC) model
    • Harrison, D. A., Parry, G., Carpenter, J., Short, A., and Rowan, K. (2007). A new risk prediction model for critical care: The Intensive Care National Audit and Research Centre (ICNARC) model. Critical Care Medicine 35, 1091-1098.
    • (2007) Critical Care Medicine , vol.35 , pp. 1091-1098
    • Harrison, D.A.1    Parry, G.2    Carpenter, J.3    Short, A.4    Rowan, K.5
  • 21
    • 0003508724 scopus 로고
    • Applied Logistic Regression
    • and, New York, John Wiley & Sons.
    • Hosmer, D. W. and Lemeshow, S. (1989). Applied Logistic Regression. New York John Wiley & Sons.
    • (1989)
    • Hosmer, D.W.1    Lemeshow, S.2
  • 22
    • 0030029316 scopus 로고    scopus 로고
    • Statistical analysis of blood- to breath-alcohol ratio data in the logarithm-transformed and non-transformed modes
    • Labianca, D. A. and Simpson, G. (1996). Statistical analysis of blood- to breath-alcohol ratio data in the logarithm-transformed and non-transformed modes. European Journal of Clinical Chemistry and Clinical Biochemistry 34, 111-117.
    • (1996) European Journal of Clinical Chemistry and Clinical Biochemistry , vol.34 , pp. 111-117
    • Labianca, D.A.1    Simpson, G.2
  • 23
    • 84934275762 scopus 로고
    • The folded normal distribution
    • and, Correction in 22, 452.
    • Leone, F., Nelson, L. S., and Nottingham, R. B. (1961). The folded normal distribution. Technometrics 3, 543-550. Correction in 22, 452.
    • (1961) Technometrics , vol.3 , pp. 543-550
    • Leone, F.1    Nelson, L.S.2    Nottingham, R.B.3
  • 26
    • 0025766123 scopus 로고
    • Validation techniques for logistic regression models
    • Miller, M. E., Hui, S. L., and Tierney, W. M. (1991). Validation techniques for logistic regression models. Statistics in Medicine 10, 1213-1226.
    • (1991) Statistics in Medicine , vol.10 , pp. 1213-1226
    • Miller, M.E.1    Hui, S.L.2    Tierney, W.M.3
  • 27
    • 85153188253 scopus 로고    scopus 로고
    • The analysis of heterogeneous time trends in multivariate age-period-cohort models
    • Riebler, A. and Held, L. (2009). The analysis of heterogeneous time trends in multivariate age-period-cohort models. Biostatistics
    • (2009) Biostatistics
    • Riebler, A.1    Held, L.2
  • 28
    • 0000646922 scopus 로고
    • On subjective probability forecasting
    • Sanders, F. (1963). On subjective probability forecasting. Journal of Applied Meteorology 2, 191-201.
    • (1963) Journal of Applied Meteorology , vol.2 , pp. 191-201
    • Sanders, F.1
  • 29
    • 58149268385 scopus 로고    scopus 로고
    • Encyclopedia of Biostatistics
    • and, In, 2nd edition, P. Armitage and, T. Colton (eds), Chichester, U.K., John Wiley.
    • Schmid, C. H. and Griffith, J. L. (2005). Multivariate classification rules: Calibration and discrimination. In Encyclopedia of Biostatistics, 2nd edition, P. Armitage and T. Colton (eds), Volume 5, 3491-3497. Chichester, U.K. John Wiley.
    • (2005) Multivariate classification rules: Calibration and discrimination , vol.5 , pp. 3491-3497
    • Schmid, C.H.1    Griffith, J.L.2
  • 30
    • 0348225433 scopus 로고    scopus 로고
    • How to assess prognostic models for survival data: A case study in oncology
    • Schumacher, M., Graf, E., and Gerds, T. (2003). How to assess prognostic models for survival data: A case study in oncology. Methods of Information in Medicine 42, 564-571.
    • (2003) Methods of Information in Medicine , vol.42 , pp. 564-571
    • Schumacher, M.1    Graf, E.2    Gerds, T.3
  • 31
    • 84984500213 scopus 로고
    • Diagnostic checks of non-standard time series models
    • Smith, J. Q. (1985). Diagnostic checks of non-standard time series models. Journal of Forecasting 4, 283-291.
    • (1985) Journal of Forecasting , vol.4 , pp. 283-291
    • Smith, J.Q.1
  • 32
    • 0022786756 scopus 로고
    • Probabilistic prediction in patient management and clinical trials
    • Spiegelhalter, D. (1986). Probabilistic prediction in patient management and clinical trials. Statistics in Medicine 5, 421-433.
    • (1986) Statistics in Medicine , vol.5 , pp. 421-433
    • Spiegelhalter, D.1
  • 33
    • 77953611726 scopus 로고    scopus 로고
    • STATA, Reference A-F
    • StataCorp. Stata Corporation, 8.0 edition., College Station, Texas, Stata Press.
    • StataCorp. (2003). STATA, Reference A-F. Stata Corporation, 8.0 edition. College Station, Texas Stata Press.
    • (2003)
  • 34
    • 67651009834 scopus 로고    scopus 로고
    • Clinical Prediction Models
    • New York, Springer.
    • Steyerberg, E. W. (2009). Clinical Prediction Models. New York Springer.
    • (2009)
    • Steyerberg, E.W.1
  • 36
    • 0003558340 scopus 로고
    • Applied Linear Regression
    • ()., 2nd edition., New York, John Wiley & Sons.
    • Weisberg, S. (1985). Applied Linear Regression, 2nd edition. New York John Wiley & Sons.
    • (1985)
    • Weisberg, S.1


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