Bayesian prediction of elastic modulus of concrete

Journal of Structural Engineering

Volumn 124, Issue 1, 1998, Pages 89-95

  Geyskens, Philippe ^a   Der Kiureghian, Armen ^b,c   Monteiro, Paulo ^b  

^a Impact Forecasting   (United States)

^b Berkeley   (United States)

^c ASCE ^*

Author keywords

[No Author keywords available]

Indexed keywords

BUILDING CODES; COMPRESSIVE STRENGTH; CORRELATION METHODS; ELASTIC MODULI; MATHEMATICAL MODELS;

BAYESIAN UPDATING RULE; LIKELIHOOD FUNCTION;

CONCRETES;

BAYESIAN METHOD; COMPRESSIVE STRENGTH; CONCRETE; ELASTIC MODULUS;

EID: 0031945429     PISSN: 07339445     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)0733-9445(1998)124:1(89)     Document Type: Article

References (14)

1. American Concrete Institute (ACI). (1992). ACI manual of concrete practice: part 1 - part 5, Detroit, Mich.
2. Ang, A.-S., and Tang, W. (1975). Probability concepts in engineering planning and design. Volume I: Basic principles. John Wiley & Sons, Inc., New York, N.Y.
3. Bard, Y. (1974). Nonlinear parameter estimation. Academic Press, Inc., Orlando, Fla.
4. Bazant, Z., and Chern, J.-C. (1984). "Bayesian statistical prediction of concrete creep and shrinkage." ACI J., 81(4), 319-330.
5. Bazant, Z., Kim, J., Wittman, F., and Alou, F. (1987). "Statistical extrapolation of shrinkage data. Part II: Bayesian updating." ACI Mat. J., 84(2), 83-91.
6. Box, G., and Tiao, G. (1973). Bayesian inference in statistical analysis. Addison-Wesley Publishing Co., Reading, Mass.
7. Davis, P. J., and Rabinowitz, P. (1984). Methods of numerical integration. Academic Press, Inc., Boston, Mass.
8. Der Kiureghian, A. (1990). "Bayesian analysis of model uncertainty in structural reliability." Proc., 3rd IFIP WG7.5 Working Conf. on Reliability and Optimization of Struct. Sys., Springer-Verlag KG, Berlin, Germany, 211-221.
9. Geyskens, P., Der Kiureghian, A., and Monteiro, P. (1993). "BUMP - Bayesian updating of model parameters." Tech. Rep. UCB/SEMM-93/ 06, Dept. of Civ. Engrg., University of California, Berkeley, Calif.
10. Hanson, J. (1958). "Shear strength of lightweight reinforced concrete beams." ACI J., 30(3), 387-403.
11. Pauw, A. (1960). "Static modulus of elasticity of concrete as affected by density." ACI J., 32(6), 679-687.
12. Shideler, J. (1957). "Lightweight-aggregate concrete for structural use." ACI J., 29(4), 299-328.
13. Smith, A. (1991). "Bayesian computational methods." Philosophical Trans. to the Royal Soc. of London, Ser. A: Phys. Sci. and Engrg., 337(1647), 369-386.
14. Zellner, A. (1988). "Bayesian analysis in econometrics." J. of Econometrics, 37(1) 27-50.