Modelling critical infrastructure reliability with generalized linear (mixed) models

Proceedings of the 8th International Conference on Probabilistic Safety Assessment and Management, PSAM 2006

Volumn , Issue , 2006, Pages

  Guikema, Seth D ^a   Davidson, Rachel A ^b  

^a Texas A M University   (United States)

^b School of Chemical and Molecular Engineering   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADDITIONAL FLEXIBILITIES; CRITICAL INFRASTRUCTURE SYSTEMS; ELECTRIC DISTRIBUTION SYSTEMS; ELECTRIC POWER SYSTEM RELIABILITY; GENERALIZED LINEAR MIXED MODELS; GENERALIZED LINEAR MODEL; INFRASTRUCTURE RELIABILITY; PROBABILITY DENSITY FUNCTION (PDF);

BAYESIAN NETWORKS; COMPLEX NETWORKS; CRITICAL INFRASTRUCTURES; ELECTRIC POWER SYSTEMS; MATHEMATICAL MODELS; PROBABILITY DENSITY FUNCTION; PUBLIC WORKS; REGRESSION ANALYSIS; SAFETY ENGINEERING; WATER SUPPLY;

OUTAGES;

EID: 84892640187     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

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2. Guikema, S.D., R.A. Davidson, and H. Liu. 2006 "Statistical Models of the Effects of Tree Trimming on Power System Reliability, " IEEE Transactions on Power Delivery. [in press].
3. A.C. Cameron and P.K. Trivedi, Regression Analysis of Count Data, Econometric Society Monographs No. 30, Cambridge, UK: Cambridge University Press, 1998.
4. A. Agresti, Categorical Data Analysis, 2nd Ed. Hoboken, NJ: Wiley-Interscience, 2002.
5. A. Agresti, B. Caffo, and P. Ohman-Strickland. 2004. "Examples in which misspecification of a random effects distribution reduces efficiency, and possible remedies." Computational Statistics and Data Analysis, Vol. 47, pp. 639-653.
6. J-L. Chen, D-W. Zhang, and M. Davidian. 2002. "A Monte Carlo EM algorithm for generalized linear mixed models with flexible random effects distribution." Biostatistics, Vol. 3, pp. 347-360.